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Computer Science and Engineering Theses and Dissertations

Theses/dissertations from 2023 2023.

Refining the Machine Learning Pipeline for US-based Public Transit Systems , Jennifer Adorno

Insect Classification and Explainability from Image Data via Deep Learning Techniques , Tanvir Hossain Bhuiyan

Brain-Inspired Spatio-Temporal Learning with Application to Robotics , Thiago André Ferreira Medeiros

Evaluating Methods for Improving DNN Robustness Against Adversarial Attacks , Laureano Griffin

Analyzing Multi-Robot Leader-Follower Formations in Obstacle-Laden Environments , Zachary J. Hinnen

Secure Lightweight Cryptographic Hardware Constructions for Deeply Embedded Systems , Jasmin Kaur

A Psychometric Analysis of Natural Language Inference Using Transformer Language Models , Antonio Laverghetta Jr.

Graph Analysis on Social Networks , Shen Lu

Deep Learning-based Automatic Stereology for High- and Low-magnification Images , Hunter Morera

Deciphering Trends and Tactics: Data-driven Techniques for Forecasting Information Spread and Detecting Coordinated Campaigns in Social Media , Kin Wai Ng Lugo

Automated Approaches to Enable Innovative Civic Applications from Citizen Generated Imagery , Hye Seon Yi

Theses/Dissertations from 2022 2022

Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets , Kaoutar Ben Ahmed

Task Progress Assessment and Monitoring Using Self-Supervised Learning , Sainath Reddy Bobbala

Towards More Task-Generalized and Explainable AI Through Psychometrics , Alec Braynen

A Multiple Input Multiple Output Framework for the Automatic Optical Fractionator-based Cell Counting in Z-Stacks Using Deep Learning , Palak Dave

On the Reliability of Wearable Sensors for Assessing Movement Disorder-Related Gait Quality and Imbalance: A Case Study of Multiple Sclerosis , Steven Díaz Hernández

Securing Critical Cyber Infrastructures and Functionalities via Machine Learning Empowered Strategies , Tao Hou

Social Media Time Series Forecasting and User-Level Activity Prediction with Gradient Boosting, Deep Learning, and Data Augmentation , Fred Mubang

A Study of Deep Learning Silhouette Extractors for Gait Recognition , Sneha Oladhri

Analyzing Decision-making in Robot Soccer for Attacking Behaviors , Justin Rodney

Generative Spatio-Temporal and Multimodal Analysis of Neonatal Pain , Md Sirajus Salekin

Secure Hardware Constructions for Fault Detection of Lattice-based Post-quantum Cryptosystems , Ausmita Sarker

Adaptive Multi-scale Place Cell Representations and Replay for Spatial Navigation and Learning in Autonomous Robots , Pablo Scleidorovich

Predicting the Number of Objects in a Robotic Grasp , Utkarsh Tamrakar

Humanoid Robot Motion Control for Ramps and Stairs , Tommy Truong

Preventing Variadic Function Attacks Through Argument Width Counting , Brennan Ward

Theses/Dissertations from 2021 2021

Knowledge Extraction and Inference Based on Visual Understanding of Cooking Contents , Ahmad Babaeian Babaeian Jelodar

Efficient Post-Quantum and Compact Cryptographic Constructions for the Internet of Things , Rouzbeh Behnia

Efficient Hardware Constructions for Error Detection of Post-Quantum Cryptographic Schemes , Alvaro Cintas Canto

Using Hyper-Dimensional Spanning Trees to Improve Structure Preservation During Dimensionality Reduction , Curtis Thomas Davis

Design, Deployment, and Validation of Computer Vision Techniques for Societal Scale Applications , Arup Kanti Dey

AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing , Hamza Elhamdadi

Automatic Detection of Vehicles in Satellite Images for Economic Monitoring , Cole Hill

Analysis of Contextual Emotions Using Multimodal Data , Saurabh Hinduja

Data-driven Studies on Social Networks: Privacy and Simulation , Yasanka Sameera Horawalavithana

Automated Identification of Stages in Gonotrophic Cycle of Mosquitoes Using Computer Vision Techniques , Sherzod Kariev

Exploring the Use of Neural Transformers for Psycholinguistics , Antonio Laverghetta Jr.

Secure VLSI Hardware Design Against Intellectual Property (IP) Theft and Cryptographic Vulnerabilities , Matthew Dean Lewandowski

Turkic Interlingua: A Case Study of Machine Translation in Low-resource Languages , Jamshidbek Mirzakhalov

Automated Wound Segmentation and Dimension Measurement Using RGB-D Image , Chih-Yun Pai

Constructing Frameworks for Task-Optimized Visualizations , Ghulam Jilani Abdul Rahim Quadri

Trilateration-Based Localization in Known Environments with Object Detection , Valeria M. Salas Pacheco

Recognizing Patterns from Vital Signs Using Spectrograms , Sidharth Srivatsav Sribhashyam

Recognizing Emotion in the Wild Using Multimodal Data , Shivam Srivastava

A Modular Framework for Multi-Rotor Unmanned Aerial Vehicles for Military Operations , Dante Tezza

Human-centered Cybersecurity Research — Anthropological Findings from Two Longitudinal Studies , Anwesh Tuladhar

Learning State-Dependent Sensor Measurement Models To Improve Robot Localization Accuracy , Troi André Williams

Human-centric Cybersecurity Research: From Trapping the Bad Guys to Helping the Good Ones , Armin Ziaie Tabari

Theses/Dissertations from 2020 2020

Classifying Emotions with EEG and Peripheral Physiological Data Using 1D Convolutional Long Short-Term Memory Neural Network , Rupal Agarwal

Keyless Anti-Jamming Communication via Randomized DSSS , Ahmad Alagil

Active Deep Learning Method to Automate Unbiased Stereology Cell Counting , Saeed Alahmari

Composition of Atomic-Obligation Security Policies , Yan Cao Albright

Action Recognition Using the Motion Taxonomy , Maxat Alibayev

Sentiment Analysis in Peer Review , Zachariah J. Beasley

Spatial Heterogeneity Utilization in CT Images for Lung Nodule Classication , Dmitrii Cherezov

Feature Selection Via Random Subsets Of Uncorrelated Features , Long Kim Dang

Unifying Security Policy Enforcement: Theory and Practice , Shamaria Engram

PsiDB: A Framework for Batched Query Processing and Optimization , Mehrad Eslami

Composition of Atomic-Obligation Security Policies , Danielle Ferguson

Algorithms To Profile Driver Behavior From Zero-permission Embedded Sensors , Bharti Goel

The Efficiency and Accuracy of YOLO for Neonate Face Detection in the Clinical Setting , Jacqueline Hausmann

Beyond the Hype: Challenges of Neural Networks as Applied to Social Networks , Anthony Hernandez

Privacy-Preserving and Functional Information Systems , Thang Hoang

Managing Off-Grid Power Use for Solar Fueled Residences with Smart Appliances, Prices-to-Devices and IoT , Donnelle L. January

Novel Bit-Sliced In-Memory Computing Based VLSI Architecture for Fast Sobel Edge Detection in IoT Edge Devices , Rajeev Joshi

Edge Computing for Deep Learning-Based Distributed Real-time Object Detection on IoT Constrained Platforms at Low Frame Rate , Lakshmikavya Kalyanam

Establishing Topological Data Analysis: A Comparison of Visualization Techniques , Tanmay J. Kotha

Machine Learning for the Internet of Things: Applications, Implementation, and Security , Vishalini Laguduva Ramnath

System Support of Concurrent Database Query Processing on a GPU , Hao Li

Deep Learning Predictive Modeling with Data Challenges (Small, Big, or Imbalanced) , Renhao Liu

Countermeasures Against Various Network Attacks Using Machine Learning Methods , Yi Li

Towards Safe Power Oversubscription and Energy Efficiency of Data Centers , Sulav Malla

Design of Support Measures for Counting Frequent Patterns in Graphs , Jinghan Meng

Automating the Classification of Mosquito Specimens Using Image Processing Techniques , Mona Minakshi

Models of Secure Software Enforcement and Development , Hernan M. Palombo

Functional Object-Oriented Network: A Knowledge Representation for Service Robotics , David Andrés Paulius Ramos

Lung Nodule Malignancy Prediction from Computed Tomography Images Using Deep Learning , Rahul Paul

Algorithms and Framework for Computing 2-body Statistics on Graphics Processing Units , Napath Pitaksirianan

Efficient Viewshed Computation Algorithms On GPUs and CPUs , Faisal F. Qarah

Relational Joins on GPUs for In-Memory Database Query Processing , Ran Rui

Micro-architectural Countermeasures for Control Flow and Misspeculation Based Software Attacks , Love Kumar Sah

Efficient Forward-Secure and Compact Signatures for the Internet of Things (IoT) , Efe Ulas Akay Seyitoglu

Detecting Symptoms of Chronic Obstructive Pulmonary Disease and Congestive Heart Failure via Cough and Wheezing Sounds Using Smart-Phones and Machine Learning , Anthony Windmon

Toward Culturally Relevant Emotion Detection Using Physiological Signals , Khadija Zanna

Theses/Dissertations from 2019 2019

Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation , Sathyanarayanan Narasimhan Aakur

Empirical Analysis of a Cybersecurity Scoring System , Jaleel Ahmed

Phenomena of Social Dynamics in Online Games , Essa Alhazmi

A Machine Learning Approach to Predicting Community Engagement on Social Media During Disasters , Adel Alshehri

Interactive Fitness Domains in Competitive Coevolutionary Algorithm , ATM Golam Bari

Measuring Influence Across Social Media Platforms: Empirical Analysis Using Symbolic Transfer Entropy , Abhishek Bhattacharjee

A Communication-Centric Framework for Post-Silicon System-on-chip Integration Debug , Yuting Cao

Authentication and SQL-Injection Prevention Techniques in Web Applications , Cagri Cetin

Multimodal Emotion Recognition Using 3D Facial Landmarks, Action Units, and Physiological Data , Diego Fabiano

Robotic Motion Generation by Using Spatial-Temporal Patterns from Human Demonstrations , Yongqiang Huang

A GPU-Based Framework for Parallel Spatial Indexing and Query Processing , Zhila Nouri Lewis

A Flexible, Natural Deduction, Automated Reasoner for Quick Deployment of Non-Classical Logic , Trisha Mukhopadhyay

An Efficient Run-time CFI Check for Embedded Processors to Detect and Prevent Control Flow Based Attacks , Srivarsha Polnati

Force Feedback and Intelligent Workspace Selection for Legged Locomotion Over Uneven Terrain , John Rippetoe

Detecting Digitally Forged Faces in Online Videos , Neilesh Sambhu

Malicious Manipulation in Service-Oriented Network, Software, and Mobile Systems: Threats and Defenses , Dakun Shen

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Home > College of Natural Sciences > COMPUTERSCI-ENGINEERING > COMPUTERSCI-ENGINEERING-ETD

Computer Science and Engineering Theses, Projects, and Dissertations

Theses/projects/dissertations from 2024 2024.

A SMART HYBRID ENHANCED RECOMMENDATION AND PERSONALIZATION ALGORITHM USING MACHINE LEARNING , Aswin Kumar Nalluri

Theses/Projects/Dissertations from 2023 2023

CLASSIFICATION OF LARGE SCALE FISH DATASET BY DEEP NEURAL NETWORKS , Priyanka Adapa

GEOSPATIAL WILDFIRE RISK PREDICTION USING DEEP LEARNING , Abner Alberto Benavides

HUMAN SUSPICIOUS ACTIVITY DETECTION , Nilamben Bhuva

MAX FIT EVENT MANAGEMENT WITH SALESFORCE , AKSHAY DAGWAR

MELANOMA DETECTION BASED ON DEEP LEARNING NETWORKS , Sanjay Devaraneni

Heart Disease Prediction Using Binary Classification , Virendra Sunil Devare

CLASSIFICATION OF THORAX DISEASES FROM CHEST X-RAY IMAGES , Sharad Jayusukhbhai Dobariya

WEB BASED MANAGEMENT SYSTEM FOR HOUSING SOCIETY , Likhitha Reddy Eddala

Sales and Stock Management System , Rashmika Gaddam Ms

CONTACTLESS FOOD ORDERING SYSTEM , Rishivar Kumar Goli

RESTAURANT MANAGEMENT WEBSITE , Akhil Sai Gollapudi

DISEASE OF LUNG INFECTION DETECTION USING CNN MODEL -BAYESIAN OPTIMIZATION , poojitha gutha

DATA POISONING ATTACKS ON PHASOR MEASUREMENT UNIT DATA , Rutuja Sanjeev Haridas

CRIME MAPPING ANALYSIS USING WEB APPLICATION. , Lavanya Krishnappa

A LONG-TERM FUNDS PREDICTOR BASED ON DEEP LEARNING , SHUIYI KUANG

LIVER SEGMENTATION AND LESION DETECTION IN MEDICAL IMAGES USING A DEEP LEARNING-BASED U-NET MODEL , Kaushik Mahida

PHASOR MEASUREMENT UNIT DATA VISUALIZATION , Nikhila Mandava

TWITTER POLICING , Hemanth Kumar Medisetty

TRANSACTION MANAGEMENT SYSYEM FOR A PUBLISHER , HASSAIN SHAREEF MOHAMMED JR

LOBANGU: AN OPTICAL CHARACTER RECOGNITION RECEIPT MANAGEMENT APP FOR HEALTH CENTER PHARMACIES IN THE D.R.CONGO AND SURROUNDING EASTERN AFRICAN COUNTRIES , Bénis Munganga

PREDICTIVE MODEL FOR CFPB CONSUMER COMPLAINTS , Vyshnavi Nalluri

REVIEW CLASSIFICATION USING NATURAL LANGUAGE PROCESSING AND DEEP LEARNING , Brian Nazareth

Brain Tumor Detection Using MRI Images , Mayur Patel

QUIZ WEB APPLICATION , Dipti Rathod

HYPOTHYROID DISEASE ANALYSIS BY USING MACHINE LEARNING , SANJANA SEELAM

Pillow Based Sleep Tracking Device Using Raspberry Pi , Venkatachalam Seviappan

FINSERV ANDROID APPLICATION , Harsh Piyushkumar Shah

AUTOMATED MEDICAL NOTES LABELLING AND CLASSIFICATION USING MACHINE LEARNING , Akhil Prabhakar Thota

GENETIC PROGRAMMING TO OPTIMIZE PERFORMANCE OF MACHINE LEARNING ALGORITHMS ON UNBALANCED DATA SET , Asitha Thumpati

GOVERNMENT AID PORTAL , Darshan Togadiya

GENERAL POPULATION PROJECTION MODEL WITH CENSUS POPULATION DATA , Takenori Tsuruga

LUNG LESION SEGMENTATION USING DEEP LEARNING APPROACHES , Sree Snigdha Tummala

DETECTION OF PHISHING WEBSITES USING MACHINE LEARNING , Saranya Valleri

Machine Learning for Kalman Filter Tuning Prediction in GPS/INS Trajectory Estimation , Peter Wright

Theses/Projects/Dissertations from 2022 2022

LEARN PROGRAMMING IN VIRTUAL REALITY? A PROJECT FOR COMPUTER SCIENCE STUDENTS , Benjamin Alexander

LUNG CANCER TYPE CLASSIFICATION , Mohit Ramajibhai Ankoliya

HIGH-RISK PREDICTION FOR COVID-19 PATIENTS USING MACHINE LEARNING , Raja Kajuluri

IMPROVING INDIA’S TRAFFIC MANAGEMENT USING INTELLIGENT TRANSPORTATION SYSTEMS , Umesh Makhloga

DETECTION OF EPILEPSY USING MACHINE LEARNING , Balamurugan Murugesan

SOCIAL MOBILE APPLICATION: UDROP , Mahmoud Oraiqat

Improved Sensor-Based Human Activity Recognition Via Hybrid Convolutional and Recurrent Neural Networks , Sonia Perez-Gamboa

College of Education FileMaker Extraction and End-User Database Development , Andrew Tran

DEEP LEARNING EDGE DETECTION IN IMAGE INPAINTING , Zheng Zheng

Theses/Projects/Dissertations from 2021 2021

A General Conversational Chatbot , Vipin Nambiar

Verification System , Paras Nigam

DESKTOP APPLICATION FOR THE PUZZLE BOARD GAME “RUSH HOUR” , Huanqing Nong

Ahmedabad City App , Rushabh Picha

COMPUTER SURVEILLANCE SYSTEM USING WI-FI FOR ANDROID , Shashank Reddy Saireddy

ANDROID PARKING SYSTEM , Vishesh Reddy Sripati

Sentiment Analysis: Stock Index Prediction with Multi-task Learning and Word Polarity Over Time , Yue Zhou

Theses/Projects/Dissertations from 2020 2020

BUBBLE-IN DIGITAL TESTING SYSTEM , Chaz Hampton

FEEDBACK REVIEW SYSTEM USING SENTIMENT ANALYSIS , Vineeth Kukkamalla

WEB APPLICATION FOR MOVIE PERFORMANCE PREDICTION , Devalkumar Patel

Theses/Projects/Dissertations from 2019 2019

REVIEWS TO RATING CONVERSION AND ANALYSIS USING MACHINE LEARNING TECHNIQUES , Charitha Chanamolu

EASY EXAM , SARTHAK DABHI

EXTRACT TRANSFORM AND LOADING TOOL FOR EMAIL , Amit Rajiv Lawanghare

VEHICLE INFORMATION SYSTEM USING BLOCKCHAIN , Amey Zulkanthiwar

Theses/Projects/Dissertations from 2018 2018

USING AUTOENCODER TO REDUCE THE LENGTH OF THE AUTISM DIAGNOSTIC OBSERVATION SCHEDULE (ADOS) , Sara Hussain Daghustani

California State University, San Bernardino Chatbot , Krutarth Desai

ORGANIZE EVENTS MOBILE APPLICATION , Thakshak Mani Chandra Reddy Gudimetla

SOCIAL NETWORK FOR SOFTWARE DEVELOPERS , Sanket Prabhakar Jadhav

VIRTUALIZED CLOUD PLATFORM MANAGEMENT USING A COMBINED NEURAL NETWORK AND WAVELET TRANSFORM STRATEGY , Chunyu Liu

INTER PROCESS COMMUNICATION BETWEEN TWO SERVERS USING MPICH , Nagabhavana Narla

SENSOR-BASED HUMAN ACTIVITY RECOGNITION USING BIDIRECTIONAL LSTM FOR CLOSELY RELATED ACTIVITIES , Arumugam Thendramil Pavai

NEURAL NETWORK ON VIRTUALIZATION SYSTEM, AS A WAY TO MANAGE FAILURE EVENTS OCCURRENCE ON CLOUD COMPUTING , Khoi Minh Pham

EPICCONFIGURATOR COMPUTER CONFIGURATOR AND CMS PLATFORM , IVO A. TANTAMANGO

STUDY ON THE PATTERN RECOGNITION ENHANCEMENT FOR MATRIX FACTORIZATIONS WITH AUTOMATIC RELEVANCE DETERMINATION , hau tao

Theses/Projects/Dissertations from 2017 2017

CHILDREN’S SOCIAL NETWORK: KIDS CLUB , Eiman Alrashoud

MULTI-WAY COMMUNICATION SYSTEM , S. Chinnam

WEB APPLICATION FOR GRADUATE COURSE RECOMMENDATION SYSTEM , Sayali Dhumal

MOBILE APPLICATION FOR ATTENDANCE SYSTEM COYOTE-ATTENDANCE , Sindhu Hari

WEB APPLICATION FOR GRADUATE COURSE ADVISING SYSTEM , Sanjay Karrolla

Custom T-Shirt Designs , Ranjan Khadka

STUDENT CLASS WAITING LIST ENROLLMENT , AISHWARYA LACHAGARI

ANDROID MOBILE APPLICATION FOR HOSPITAL EXECUTIVES , Vihitha Nalagatla

PIPPIN MACHINE , Kiran Reddy Pamulaparthy

SOUND MODE APPLICATION , Sindhuja Pogaku

I2MAPREDUCE: DATA MINING FOR BIG DATA , Vishnu Vardhan Reddy Sherikar

COMPARING AND IMPROVING FACIAL RECOGNITION METHOD , Brandon Luis Sierra

NATURAL LANGUAGE PROCESSING BASED GENERATOR OF TESTING INSTRUMENTS , Qianqian Wang

AUTOMATIC GENERATION OF WEB APPLICATIONS AND MANAGEMENT SYSTEM , Yu Zhou

Theses/Projects/Dissertations from 2016 2016

CLOTH - MODELING, DEFORMATION, AND SIMULATION , Thanh Ho

CoyoteLab - Linux Containers for Educational Use , Michael D. Korcha

PACKET FILTER APPROACH TO DETECT DENIAL OF SERVICE ATTACKS , Essa Yahya M Muharish

DATA MINING: TRACKING SUSPICIOUS LOGGING ACTIVITY USING HADOOP , Bir Apaar Singh Sodhi

Theses/Projects/Dissertations from 2015 2015

APPLY DATA CLUSTERING TO GENE EXPRESSION DATA , Abdullah Jameel Abualhamayl Mr.

Density Based Data Clustering , Rayan Albarakati

Developing Java Programs on Android Mobile Phones Using Speech Recognition , Santhrushna Gande

THE DESIGN AND IMPLEMENTATION OF AN ADAPTIVE CHESS GAME , Mehdi Peiravi

CALIFORNIA STATE UNIVERSITY SAN BERNARDINO WiN GPS , Francisco A. Ron

ESTIMATION ON GIBBS ENTROPY FOR AN ENSEMBLE , Lekhya Sai Sake

A WEB-BASED TEMPERATURE MONITORING SYSTEM FOR THE COLLEGE OF ARTS AND LETTERS , Rigoberto Solorio

ANTICS: A CROSS-PLATFORM MOBILE GAME , Gerren D. Willis

Theses/Projects/Dissertations from 2014 2014

Introducing Non-Determinism to the Parallel C Compiler , Rowen Concepcion

THE I: A CLIENT-BASED POINT-AND-CLICK PUZZLE GAME , Aldo Lewis

Interactive Student Planner Application , NII TETTEH TACKIE YARBOI

ANDROID MOBILE APPLICATION FOR CREST COMMUNITY CHURCH IN RIVERSIDE , Ran Wei

Proton Computed Tomography: Matrix Data Generation Through General Purpose Graphics Processing Unit Reconstruction , micah witt

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Home > Engineering > ECE > Electrical & Computer Engineering Masters Theses Collection

Electrical & Computer Engineering Masters Theses Collection

Theses from 2024 2024.

Extracting DNN Architectures Via Runtime Profiling On Mobile GPUs , Dong Hyub Kim, Electrical & Computer Engineering

Semantic-Aware Blockchain Architecture Design for Lifelong Edge-enabled Metaverse , Ning Wang, Electrical & Computer Engineering

Blockchain Design for a Secure Pharmaceutical Supply Chain , Zhe Xu, Electrical & Computer Engineering

Collaborative Caching and Computation Offloading for Intelligent Transportation Systems enabled by Satellite-Airborne-Terrestrial Networks , Shulun Yang, Electrical & Computer Engineering

Protecting Return Address Integrity for RISC-V via Pointer Authentication , yuhe zhao, Electrical & Computer Engineering

Theses from 2023 2023

Fingerprinting for Chiplet Architectures Using Power Distribution Network Transients , Matthew G. Burke, Electrical & Computer Engineering

Design and Fabrication of a Trapped Ion Quantum Computing Testbed , Christopher A. Caron, Electrical & Computer Engineering

Analog Cancellation of a Known Remote Interference: Hardware Realization and Analysis , James M. Doty, Electrical & Computer Engineering

Electrothermal Properties of 2D Materials in Device Applications , Samantha L. Klein, Electrical & Computer Engineering

Ablation Study on Deeplabv3+ for Semantic Segmentation , Bowen Lei, Electrical & Computer Engineering

A Composability-Based Transformer Pruning Framework , Yuping Lin, Electrical & Computer Engineering

A Model Extraction Attack on Deep Neural Networks Running on GPUs , Jonah G. O'Brien Weiss, Electrical & Computer Engineering

Heterogeneous IoT Network Architecture Design for Age of Information Minimization , Xiaohao Xia, Electrical & Computer Engineering

Theses from 2022 2022

Theory and Analysis of Backprojection Processing for Interferometric SAR , Marc Closa Tarres, Electrical & Computer Engineering

Unpaired Skeleton-to-Photo Translation for Sketch-to-Photo Synthesis , Yuanzhe Gu, Electrical & Computer Engineering

Integration of Digital Signal Processing Block in SymbiFlow FPGA Toolchain for Artix-7 Devices , Andrew T. Hartnett, Electrical & Computer Engineering

Planar Ultra-Wideband Modular Antenna (PUMA) Arrays for High-Volume Manufacturing on Organic Laminates and BGA Interfaces , James R. LaCroix, Electrical & Computer Engineering

Planar Transmission-Line Metamaterials on an Irregular Grid , Tina E. Maurer, Electrical & Computer Engineering

Formally Verifiable Synthesis Flow In FPGAs , Anurag V. Muttur, Electrical & Computer Engineering

Theses from 2021 2021

Graph-Algorithm Based Verification on Network Configuration Robustness , Zibin Chen, Electrical & Computer Engineering

A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities , Uchechukwu Gabriel David, Electrical & Computer Engineering

Internet Infrastructures for Large Scale Emulation with Efficient HW/SW Co-design , Aiden K. Gula, Electrical & Computer Engineering

Mtemp: An Ambient Temperature Estimation Method Using Acoustic Signal on Mobile Devices , Hao Guo, Electrical & Computer Engineering

BENCHMARKING SMALL-DATASET STRUCTURE-ACTIVITY-RELATIONSHIP MODELS FOR PREDICTION OF WNT SIGNALING INHIBITION , Mahtab Kokabi, Electrical & Computer Engineering

ACTION : Adaptive Cache Block Migration in Distributed Cache Architectures , Chandra Sekhar Mummidi, Electrical & Computer Engineering

Modeling and Characterization of Optical Metasurfaces , Mahsa Torfeh, Electrical & Computer Engineering

TickNet: A Lightweight Deep Classifier for Tick Recognition , Li Wang, Electrical & Computer Engineering

Lecture Video Transformation through An Intelligent Analysis and Post-processing System , Xi Wang, Electrical & Computer Engineering

Correcting For Terrain Interference, Attenuation, and System Bias for a Dual Polarimetric, X-Band Radar , Casey Wolsieffer, Electrical & Computer Engineering

Theses from 2020 2020

Numerical Simulation of Thermoelectric Transport in Bulk and Nanostructured SiSn Alloys , Venkatakrishna Dusetty, Electrical & Computer Engineering

Deep Reinforcement Learning For Distributed Fog Network Probing , Xiaoding Guan, Electrical & Computer Engineering

COMPRESSIVE PARAMETER ESTIMATION VIA APPROXIMATE MESSAGE PASSING , Shermin Hamzehei, Electrical & Computer Engineering

Metric Learning via Linear Embeddings for Human Motion Recognition , ByoungDoo Kong, Electrical & Computer Engineering

Compound Effects of Clock and Voltage Based Power Side-Channel Countermeasures , Jacqueline Lagasse, Electrical & Computer Engineering

Network Virtualization and Emulation using Docker, OpenvSwitch and Mininet-based Link Emulation , Narendra Prabhu, Electrical & Computer Engineering

Thermal Transport Modeling Of Semiconductor Materials From First Principles , Aliya Qureshi, Electrical & Computer Engineering

CROSSTALK BASED SIDE CHANNEL ATTACKS IN FPGAs , Chethan Ramesh, Electrical & Computer Engineering

Accelerating RSA Public Key Cryptography via Hardware Acceleration , Pavithra Ramesh, Electrical & Computer Engineering

Real-Time TDDFT-Based Filtered Spectroscopy , Ivan Williams, Electrical & Computer Engineering

Perception System: Object and Landmark Detection for Visually Impaired Users , Chenguang Zhang, Electrical & Computer Engineering

Theses from 2019 2019

An Empirical Analysis of Network Traffic: Device Profiling and Classification , Mythili Vishalini Anbazhagan, Electrical & Computer Engineering

Pre-Travel Training And Real-Time Guidance System For People With Disabilities In Indoor Environments , Binru Cao, Electrical & Computer Engineering

Energy Efficiency of Computation in All-spin Logic: Projections and Fundamental Limits , Zongya Chen, Electrical & Computer Engineering

Improving Resilience of Communication in Information Dissemination for Time-Critical Applications , Rajvardhan Somraj Deshmukh, Electrical & Computer Engineering

InSAR Simulations for SWOT and Dual Frequency Processing for Topographic Measurements , Gerard Masalias Huguet, Electrical & Computer Engineering

A Study on Controlling Power Supply Ramp-Up Time in SRAM PUFs , Harshavardhan Ramanna, Electrical & Computer Engineering

The UMass Experimental X-Band Radar (UMAXX): An Upgrade of the CASA MA-1 to Support Cross-Polarization Measurements , Jezabel Vilardell Sanchez, Electrical & Computer Engineering

A Video-Based System for Emergency Preparedness and Recovery , Juechen Yin, Electrical & Computer Engineering

Theses from 2018 2018

Phonon Transport at Boundaries and Interfaces in Two-Dimensional Materials , Cameron Foss, Electrical & Computer Engineering

SkinnySensor: Enabling Battery-Less Wearable Sensors Via Intrabody Power Transfer , Neev Kiran, Electrical & Computer Engineering

Immersive Pre-travel Training Application for Seniors and People with Disabilities , Yang Li, Electrical & Computer Engineering

Analog Computing using 1T1R Crossbar Arrays , Yunning Li, Electrical & Computer Engineering

On-Chip Communication and Security in FPGAs , Shivukumar Basanagouda Patil, Electrical & Computer Engineering

CROWDSOURCING BASED MICRO NAVIGATION SYSTEM FOR VISUALLY IMPAIRED , Quan Shi, Electrical & Computer Engineering

AN EVALUATION OF SDN AND NFV SUPPORT FOR PARALLEL, ALTERNATIVE PROTOCOL STACK OPERATIONS IN FUTURE INTERNETS , Bhushan Suresh, Electrical & Computer Engineering

Applications Of Physical Unclonable Functions on ASICS and FPGAs , Mohammad Usmani, Electrical & Computer Engineering

Improvements to the UMASS S-Band FM-CW Vertical Wind Profiling Radar: System Performance and Data Analysis. , Joseph Waldinger, Electrical & Computer Engineering

Theses from 2017 2017

AutoPlug: An Automated Metadata Service for Smart Outlets , Lurdh Pradeep Reddy Ambati, Electrical & Computer Engineering

SkyNet: Memristor-based 3D IC for Artificial Neural Networks , Sachin Bhat, Electrical & Computer Engineering

Navigation Instruction Validation Tool and Indoor Wayfinding Training System for People with Disabilities , Linlin Ding, Electrical & Computer Engineering

Energy Efficient Loop Unrolling for Low-Cost FPGAs , Naveen Kumar Dumpala, Electrical & Computer Engineering

Effective Denial of Service Attack on Congestion Aware Adaptive Network on Chip , Vijaya Deepak Kadirvel, Electrical & Computer Engineering

VIRTUALIZATION OF CLOSED-LOOP SENSOR NETWORKS , Priyanka Dattatri Kedalagudde, Electrical & Computer Engineering

The Impact of Quantum Size Effects on Thermoelectric Performance in Semiconductor Nanostructures , Adithya Kommini, Electrical & Computer Engineering

MAGNETO-ELECTRIC APPROXIMATE COMPUTATIONAL FRAMEWORK FOR BAYESIAN INFERENCE , Sourabh Kulkarni, Electrical & Computer Engineering

Time Domain SAR Processing with GPUs for Airborne Platforms , Dustin Lagoy, Electrical & Computer Engineering

Query on Knowledge Graphs with Hierarchical Relationships , Kaihua Liu, Electrical & Computer Engineering

HIGH PERFORMANCE SILVER DIFFUSIVE MEMRISTORS FOR FUTURE COMPUTING , Rivu Midya, Electrical & Computer Engineering

Achieving Perfect Location Privacy in Wireless Devices Using Anonymization , Zarrin Montazeri, Electrical & Computer Engineering

KaSI: a Ka-band and S-band Cross-track Interferometer , Gerard Ruiz Carregal, Electrical & Computer Engineering

Analyzing Spark Performance on Spot Instances , Jiannan Tian, Electrical & Computer Engineering

Indoor Navigation For The Blind And Visually Impaired: Validation And Training Methodology Using Virtual Reality , Sili Wang, Electrical & Computer Engineering

Efficient Scaling of a Web Proxy Cluster , Hao Zhang, Electrical & Computer Engineering

ORACLE GUIDED INCREMENTAL SAT SOLVING TO REVERSE ENGINEER CAMOUFLAGED CIRCUITS , Xiangyu Zhang, Electrical & Computer Engineering

Theses from 2016 2016

Seamless Application Delivery Using Software Defined Exchanges , Divyashri Bhat, Electrical & Computer Engineering

PROCESSOR TEMPERATURE AND RELIABILITY ESTIMATION USING ACTIVITY COUNTERS , Mayank Chhablani, Electrical & Computer Engineering

PARQ: A MEMORY-EFFICIENT APPROACH FOR QUERY-LEVEL PARALLELISM , Qianqian Gao, Electrical & Computer Engineering

Accelerated Iterative Algorithms with Asynchronous Accumulative Updates on a Heterogeneous Cluster , Sandesh Gubbi Virupaksha, Electrical & Computer Engineering

Improving Efficiency of Thermoelectric Devices Made of Si-Ge, Si-Sn, Ge-Sn, and Si-Ge-Sn Binary and Ternary Alloys , Seyedeh Nazanin Khatami, Electrical & Computer Engineering

6:1 PUMA Arrays: Designs and Finite Array Effects , Michael Lee, Electrical & Computer Engineering

Protecting Controllers against Denial-of-Service Attacks in Software-Defined Networks , Jingrui Li, Electrical & Computer Engineering

INFRASTRUCTURE-FREE SECURE PAIRING OF MOBILE DEVICES , Chunqiu Liu, Electrical & Computer Engineering

Extrinsic Effects on Heat and Electron Transport In Two-Dimensional Van-Der Waals Materials- A Boltzmann Transport Study , Arnab K. Majee, Electrical & Computer Engineering

SpotLight: An Information Service for the Cloud , Xue Ouyang, Electrical & Computer Engineering

Localization, Visualization And Evacuation Guidance System In Emergency Situations , Jingyan Tang, Electrical & Computer Engineering

Variation Aware Placement for Efficient Key Generation using Physically Unclonable Functions in Reconfigurable Systems , Shrikant S. Vyas, Electrical & Computer Engineering

EVALUATING FEATURES FOR BROAD SPECIES BASED CLASSIFICATION OF BIRD OBSERVATIONS USING DUAL-POLARIZED DOPPLER WEATHER RADAR , Sheila Werth, Electrical & Computer Engineering

Theses from 2015 2015

Quality Factor of Horizontal Wire Dipole Antennas near Planar Conductor or Dielectric Interface , Adebayo Gabriel Adeyemi, Electrical & Computer Engineering

Evaluation of Two-Dimensional Codes for Digital Information Security in Physical Documents , Shuai Chen, Electrical & Computer Engineering

Design and Implementation of a High Performance Network Processor with Dynamic Workload Management , Padmaja Duggisetty, Electrical & Computer Engineering

Wavelet-Based Non-Homogeneous Hidden Markov Chain Model For Hyperspectral Signature Classification , Siwei Feng, Electrical & Computer Engineering

DEVELOPMENT OF INFRARED AND TERAHERTZ BOLOMETERS BASED ON PALLADIUM AND CARBON NANOTUBES USING ROLL TO ROLL PROCESS , Amulya Gullapalli, Electrical & Computer Engineering

Development of Prototypes of a Portable Road Weather Information System , Meha Kainth, Electrical & Computer Engineering

ADACORE: Achieving Energy Efficiency via Adaptive Core Morphing at Runtime , Nithesh Kurella, Electrical & Computer Engineering

Architecting SkyBridge-CMOS , Mingyu Li, Electrical & Computer Engineering

Function Verification of Combinational Arithmetic Circuits , Duo Liu, Electrical & Computer Engineering

ENERGY EFFICIENCY EXPLORATION OF COARSE-GRAIN RECONFIGURABLE ARCHITECTURE WITH EMERGING NONVOLATILE MEMORY , Xiaobin Liu, Electrical & Computer Engineering

Development of a Layout-Level Hardware Obfuscation Tool to Counter Reverse Engineering , Shweta Malik, Electrical & Computer Engineering

Energy Agile Cluster Communication , Muhammad Zain Mustafa, Electrical & Computer Engineering

Architecting NP-Dynamic Skybridge , Jiajun Shi, Electrical & Computer Engineering

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This collection of MIT Theses in DSpace contains selected theses and dissertations from all MIT departments. Please note that this is NOT a complete collection of MIT theses. To search all MIT theses, use MIT Libraries' catalog .

MIT's DSpace contains more than 58,000 theses completed at MIT dating as far back as the mid 1800's. Theses in this collection have been scanned by the MIT Libraries or submitted in electronic format by thesis authors. Since 2004 all new Masters and Ph.D. theses are scanned and added to this collection after degrees are awarded.

MIT Theses are openly available to all readers. Please share how this access affects or benefits you. Your story matters.

If you have questions about MIT theses in DSpace, [email protected] . See also Access & Availability Questions or About MIT Theses in DSpace .

If you are a recent MIT graduate, your thesis will be added to DSpace within 3-6 months after your graduation date. Please email [email protected] with any questions.

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Doctoral theses, graduate theses, undergraduate theses, recent submissions.

L-dopa metabolism and the regulation of brain polysome aggregation 

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Home > Engineering > Computer Science > Computer Science Graduate Projects

Computer Science Graduate Projects and Theses

Theses/dissertations from 2023 2023.

High-Performance Domain-Specific Library for Hydrologic Data Processing , Kalyan Bhetwal

Verifying Data Provenance During Workflow Execution for Scientific Reproducibility , Rizbanul Hasan

Remote Sensing to Advance Understanding of Snow-Vegetation Relationships and Quantify Snow Depth and Snow Water Equivalent , Ahmad Hojatimalekshah

Exploring the Capability of a Self-Supervised Conditional Image Generator for Image-to-Image Translation without Labeled Data: A Case Study in Mobile User Interface Design , Hailee Kiesecker

Fake News Detection Using Narrative Content and Discourse , Hongmin Kim

Anomaly Detection Using Graph Neural Network , Bishal Lakha

Sparse Format Conversion and Code Synthesis , Tobi Goodness Popoola

Portable Sparse Polyhedral Framework Code Generation Using Multi Level Intermediate Representation , Aaron St. George

Severity Measures for Assessing Error in Automatic Speech Recognition , Ryan Whetten

Theses/Dissertations from 2022 2022

Improved Computational Prediction of Function and Structural Representation of Self-Cleaving Ribozymes with Enhanced Parameter Selection and Library Design , James D. Beck

Meshfree Methods for PDEs on Surfaces , Andrew Michael Jones

Deep Learning of Microstructures , Amir Abbas Kazemzadeh Farizhandi

Long-Term Trends in Extreme Environmental Events with Changepoint Detection , Mintaek Lee

Structure Aware Smart Encoding and Decoding of Information in DNA , Shoshanna Llewellyn

Towards Making Transformer-Based Language Models Learn How Children Learn , Yousra Mahdy

Ontology-Based Formal Approach for Safety and Security Verification of Industrial Control Systems , Ramesh Neupane

Improving Children's Authentication Practices with Respect to Graphical Authentication Mechanism , Dhanush Kumar Ratakonda

Hate Speech Detection Using Textual and User Features , Rohan Raut

Automated Detection of Sockpuppet Accounts in Wikipedia , Mostofa Najmus Sakib

Characterization and Mitigation of False Information on the Web , Anu Shrestha

Sinusoidal Projection for 360° Image Compression and Triangular Discrete Cosine Transform Impact in the JPEG Pipeline , Iker Vazquez Lopez

Theses/Dissertations from 2021 2021

Training Wheels for Web Search: Multi-Perspective Learning to Rank to Support Children's Information Seeking in the Classroom , Garrett Allen

Fair and Efficient Consensus Protocols for Secure Blockchain Applications , Golam Dastoger Bashar

Why Don't You Act Your Age?: Recognizing the Stereotypical 8-12 Year Old Searcher by Their Search Behavior , Michael Green

Ensuring Consistency and Efficiency of the Incremental Unit Network in a Distributed Architecture , Mir Tahsin Imtiaz

Modeling Real and Fake News Sharing in Social Networks , Abishai Joy

Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies , A.K.M. Nuhil Mehdy

Into the Unknown: Exploration of Search Engines' Responses to Users with Depression and Anxiety , Ashlee Milton

Generating Test Inputs from String Constraints with an Automata-Based Solver , Marlin Roberts

A Case Study in Representing Scientific Applications ( GeoAc ) Using the Sparse Polyhedral Framework , Ravi Shankar

Actors for the Internet of Things , Arjun Shukla

Theses/Dissertations from 2020 2020

Towards Unifying Grounded and Distributional Semantics Using the Words-as-Classifiers Model of Lexical Semantics , Stacy Black

Improving Scientist Productivity, Architecture Portability, and Performance in ParFlow , Michael Burke

Polyhedral+Dataflow Graphs , Eddie C. Davis

Improving Spellchecking for Children: Correction and Design , Brody Downs

A Collection of Fast Algorithms for Scalar and Vector-Valued Data on Irregular Domains: Spherical Harmonic Analysis, Divergence-Free/Curl-Free Radial Basis Functions, and Implicit Surface Reconstruction , Kathryn Primrose Drake

Privacy-Preserving Protocol for Atomic Swap Between Blockchains , Kiran Gurung

Unsupervised Structural Graph Node Representation Learning , Mikel Joaristi

Detecting Undisclosed Paid Editing in Wikipedia , Nikesh Joshi

Do You Feel Me?: Learning Language from Humans with Robot Emotional Displays , David McNeill

Obtaining Real-World Benchmark Programs from Open-Source Repositories Through Abstract-Semantics Preserving Transformations , Maria Anne Rachel Paquin

Content Based Image Retrieval (CBIR) for Brand Logos , Enjal Parajuli

A Resilience Metric for Modern Power Distribution Systems , Tyler Bennett Phillips

Theses/Dissertations from 2019 2019

Edge-Assisted Workload-Aware Image Processing System , Anil Acharya

MINOS: Unsupervised Netflow-Based Detection of Infected and Attacked Hosts, and Attack Time in Large Networks , Mousume Bhowmick

Deviant: A Mutation Testing Tool for Solidity Smart Contracts , Patrick Chapman

Querying Over Encrypted Databases in a Cloud Environment , Jake Douglas

A Hybrid Model to Detect Fake News , Indhumathi Gurunathan

Suitability of Finite State Automata to Model String Constraints in Probablistic Symbolic Execution , Andrew Harris

UNICORN Framework: A User-Centric Approach Toward Formal Verification of Privacy Norms , Rezvan Joshaghani

Detection and Countermeasure of Saturation Attacks in Software-Defined Networks , Samer Yousef Khamaiseh

Secure Two-Party Protocol for Privacy-Preserving Classification via Differential Privacy , Manish Kumar

Application-Specific Memory Subsystem Benchmarking , Mahesh Lakshminarasimhan

Multilingual Information Retrieval: A Representation Building Perspective , Ion Madrazo

Improved Study of Side-Channel Attacks Using Recurrent Neural Networks , Muhammad Abu Naser Rony Chowdhury

Investigating the Effects of Social and Temporal Dynamics in Fitness Games on Children's Physical Activity , Ankita Samariya

BullyNet: Unmasking Cyberbullies on Social Networks , Aparna Sankaran

FALCON: Framework for Anomaly Detection In Industrial Control Systems , Subin Sapkota

Investigating Semantic Properties of Images Generated from Natural Language Using Neural Networks , Samuel Ward Schrader

Incremental Processing for Improving Conversational Grounding in a Chatbot , Aprajita Shukla

Estimating Error and Bias of Offline Recommender System Evaluation Results , Mucun Tian

Theses/Dissertations from 2018 2018

Leveraging Tiled Display for Big Data Visualization Using D3.js , Ujjwal Acharya

Fostering the Retrieval of Suitable Web Resources in Response to Children's Educational Search Tasks , Oghenemaro Deborah Anuyah

Privacy-Preserving Genomic Data Publishing via Differential Privacy , Tanya Khatri

Injecting Control Commands Through Sensory Channel: Attack and Defense , Farhad Rasapour

Strong Mutation-Based Test Generation of XACML Policies , Roshan Shrestha

Performance, Scalability, and Robustness in Distributed File Tree Copy , Christopher Robert Sutton

Using DNA For Data Storage: Encoding and Decoding Algorithm Development , Kelsey Suyehira

Detecting Saliency by Combining Speech and Object Detection in Indoor Environments , Kiran Thapa

Theses/Dissertations from 2017 2017

Identifying Restaurants Proposing Novel Kinds of Cuisines: Using Yelp Reviews , Haritha Akella

Editing Behavior Analysis and Prediction of Active/Inactive Users in Wikipedia , Harish Arelli

CloudSkulk: Design of a Nested Virtual Machine Based Rootkit-in-the-Middle Attack , Joseph Anthony Connelly

Predicting Friendship Strength in Facebook , Nitish Dhakal

Privacy-Preserving Trajectory Data Publishing via Differential Privacy , Ishita Dwivedi

Cultivating Community Interactions in Citizen Science: Connecting People to Each Other and the Environment , Bret Allen Finley

Uncovering New Links Through Interaction Duration , Laxmi Amulya Gundala

Variance: Secure Two-Party Protocol for Solving Yao's Millionaires' Problem in Bitcoin , Joshua Holmes

A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases , Akshay Kansal

Integrity Coded Databases: Ensuring Correctness and Freshness of Outsourced Databases , Ujwal Karki

Editable View Optimized Tone Mapping For Viewing High Dynamic Range Panoramas On Head Mounted Display , Yuan Li

The Effects of Pair-Programming in a High School Introductory Computer Science Class , Ken Manship

Towards Automatic Repair of XACML Policies , Shuai Peng

Identification of Unknown Landscape Types Using CNN Transfer Learning , Ashish Sharma

Hand Gesture Recognition for Sign Language Transcription , Iker Vazquez Lopez

Learning to Code Music : Development of a Supplemental Unit for High School Computer Science , Kelsey Wright

Theses/Dissertations from 2016 2016

Identification of Small Endogenous Viral Elements within Host Genomes , Edward C. Davis Jr.

When the System Becomes Your Personal Docent: Curated Book Recommendations , Nevena Dragovic

Security Testing with Misuse Case Modeling , Samer Yousef Khamaiseh

Estimating Length Statistics of Aggregate Fried Potato Product via Electromagnetic Radiation Attenuation , Jesse Lovitt

Towards Multipurpose Readability Assessment , Ion Madrazo

Evaluation of Topic Models for Content-Based Popularity Prediction on Social Microblogs , Axel Magnuson

CEST: City Event Summarization using Twitter , Deepa Mallela

Developing an ABAC-Based Grant Proposal Workflow Management System , Milson Munakami

Phoenix and Hive as Alternatives to RDBMS , Diana Ornelas

Massively Parallel Algorithm for Solving the Eikonal Equation on Multiple Accelerator Platforms , Anup Shrestha

A Certificateless One-Way Group Key Agreement Protocol for Point-to-Point Email Encryption , Srisarguru Sridhar

Dynamic Machine Level Resource Allocation to Improve Tasking Performance Across Multiple Processes , Richard Walter Thatcher

Theses/Dissertations from 2015 2015

Developing an Application for Evolutionary Search for Computational Models of Cellular Development , Nicolas Scott Cornia

Accelerated Radar Signal Processing in Large Geophysical Datasets , Ravi Preesha Geetha

Integrity Coded Databases (ICDB) – Protecting Integrity for Outsourced Databases , Archana Nanjundarao

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• DASH , Digital Access to Scholarship at Harvard, is the university's central, open-access repository for the scholarly output of faculty and the broader research community at Harvard.  Most Ph.D. dissertations submitted from  March 2012 forward  are available online in DASH.
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Theses and Dissertations

Theses/dissertations from 2023 2023.

Integrative analysis of cell-free DNA liquid biopsy data , Irfan Alahi

Deep Learning for Tomographic Image Reconstruction Guided by Generative Models and Image Science , Sayantan Bhadra

Interpretable deep learning via sparse representation for protein-DNA interactions , Shane Kuei-Hsien Chu

Feature-Oriented Hardware Design , Justin Deters

Decentralized Computing for Reliable Home Automation , Rahav Dor

Injective Mapping under Constraints , Xingyi Du

Consequences and Incentives of Fair Learning , Andrew Estornell

Learning in Large Interactive Environments , Hai S. Le

TFA inference: Using mathematical modeling of gene expression data to infer the activity of transcription factors , Cynthia Ma

Learning from User Interactions and Providing Guidance in Visual Data Analysis , Shayan Monadjemi

Translating Deep Learning into Scientific Domains: Case Studies in Bioactivation, Quantum Chemistry, and Clinical Studies , Kathryn Sarullo

An Efficient Task-Parallel Platform for Interactive Applications , Kyle Singer

Models and Algorithms for Real-Time Systems , Abhishek Singh

Understanding Societal Values of ChatGPT , Yidan Tang

Throughput Optimizations for Irregular Dataflow Streaming Applications on Wide-SIMD Architectures , Stephen William Timcheck

Adversarial Patch Attacks on Deep Reinforcement Learning Algorithms , Peizhen Tong

Honesty Is Not Always the Best Policy: Defending Against Membership Inference Attacks on Genomic Data , Rajagopal Venkatesaramani

Real-time Analysis of Aerosol Size Distributions with the Fast Integrated Mobility Spectrometer (FIMS) , Daisy Wang

Feature Selection from Clinical Surveys Using Semantic Textual Similarity , Benjamin Warner

An Assistive Interface For Displaying Novice's Code History , Ruiwei Xiao

Model-based Deep Learning for Computational Imaging , Xiaojian Xu

Securing Autonomous Driving: Addressing Adversarial Attacks and Defenses , Jinghan Yang

Evaluating the Problem Solving Abilities of ChatGPT , Fankun Zeng

PathFormer: Interpretable and Powerful Graph Transformer for Gene Network Analysis , Qihang Zhao, Zehao Dong, Muhan Zhang, Philip Payne, Michael Province, Carlos Cruchaga, Tianyu Zhao, Yixin Chen, and Fuhai Li

Theses/Dissertations from 2022 2022

Tell It Slant: Investigating the Engagement, Discourse, and Popularity of Data Visualization in Online Communities , Emma Baker

A Reconfigurable FPGA Overlay Architecture for Matrix-Matrix Multiplication , Zihao Chen

Smart Sensing and Clinical Predictions with Wearables: From Physiological Signals to Mental Health , Ruixuan Dai

Dynamic Continuous Distributed Constraint Optimization Problems , Khoi Hoang

The Effects of Host-like Environmental Signals and Gene Expression on Capsule Growth in Cryptococcus neoformans , Yu Min Jung

Application of Crowdsourcing and Machine Learning to Predict Sentiments in Textual Student Feedback in Large Computer Science Classes , Robert Kasumba

Measuring the Effectiveness of Light Concentration with the Catoptric Surface , Samatha Kodali

Applying HLS to FPGA Data Preprocessing in the Advanced Particle-astrophysics Telescope , Meagan Konst

Application of Neural Networks to Predict Patient-Specific Cellular Parameters in Computational Cardiac Models , Chang Hi Lee

Scalable Software Infrastructure for the Lab and a Specific Investigation of the Yeast Transcription Factor Eds1 , Chase Mateusiak

Design & Analysis of Mixed-mode Integrated Circuit for Pulse-shape Discrimination , Bryan Orabutt

Modeling Metastasis in Breast Cancer Patients Using EHR Data, the Area Deprivation Index (ADI), and Machine Learning Models , Vishesh Patel

Speeding up the quantification of Contrast Sensitivity functions using Multidimensional Bayesian Active Learning , Shohaib Shaffiey

Integrating Physical Models and Deep Priors for Computational Imaging , Yu Sun

Human-Centered Machine Learning: Algorithm Design and Human Behavior , Wei Tang

Scheduling for High Throughput and Small Latency in Parallel and Distributed Systems , Zhe Wang

Design and Analysis of Strategic Behavior in Networks , Sixie Yu

Geometric Algorithms for Modeling Plant Roots from Images , Dan Zeng

Theses/Dissertations from 2021 2021

Using Computer Vision to Track Anatomical Structures During Cochlear Implant Surgery , Nicholas Bach

Bayesian Quadrature with Prior Information: Modeling and Policies , Henry Chai

Machine Learning in Complex Scientific Domains: Hospitalization Records, Drug Interactions, Predictive Modeling and Fairness for Class Imbalanced Data , Arghya Datta

Improving additional adversarial robustness for classification , Michael Guo

Deep learning for automatic microscopy image analysis , Shenghua He

Control Flow Integrity for Real-time Embedded Systems , Yuqian Huo

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Home > Lyle School of Engineering > Computer Science and Engineering > Theses and Dissertations

Computer Science and Engineering Theses and Dissertations

Theses/dissertations from 2023 2023.

End to End Routing Algorithms in Arbitrary Networks , Nada Alzaben

Visualized Algorithm Engineering on Two Graph Partitioning Problems , Zizhen Chen

Modified Dominator Algorithm For Strategic Placement Of Resources For Enterprise Security , Stacey Elliott

Real-Time Detection and Suppression of Malicious Attacks Using Machine Learning and Processor Core Events , ROBERT oshana

Computationally Efficient Design, Diagnosis, And Test Of Analog Integrated Circuit Analysis , Nisharg Shah

Data Leakage in Isolated Virtualized Enterprise Computing Systems , Zechariah D.J. Wolf

Theses/Dissertations from 2022 2022

Human Trafficking and Machine Learning: A Data Pipeline from Law Agencies to Research Groups , Nathaniel Hites

Towards Multipronged On-chip Memory and Data Protection From Verification to Design and Test , Senwen Kan and Jennifer Dworak

Performance Analytics of Cloud Networks , Derek Phanekham

IllumiCore: Efficient Resource Allocation to Minimize Network Communication Latency , Leo Popokh

Theses/Dissertations from 2021 2021

Collaborative Filtering based Generative Networks , Raghuram Srinivas

Reducing Power During Manufacturing Test Using Different Architectures , Yi Sun

Developing Iot-Based Geophysical Micro-Observatories Utilizing Cloud Computing , Joshua Sylvester

Enhanced Security Utilizing Side Channel Data Analysis , Michael Taylor

Using a Light-Based Power Source to Defeat Power Analysis Attacks , Remus Valentin Tumac

Exploring Neural Networks For Predicting Sentinel-C Backscatter Between Image Acquisitions , Zhongdi Wu

Theses/Dissertations from 2020 2020

Analyzing Performance, Energy Consumption, and Reliability of Mobile Applications , Osama Barack

Deep Neural Network Based Student Response Modeling With Uncertainty, Multimodality and Attention , Xinyi Ding

Analysis of Github Pull Requests , Canon Ellis

The Prom Problem: Fair and Privacy-Enhanced Matchmaking with Identity Linked Wishes , Dwight Horne

Heuristics for Sparsest Cut Approximations in Network Flow Applications , Fernando Vilas

Cognition and Context-Aware Computing: Towards a Situation-Aware System with a Case Study in Aviation , Justin C. Wilson

Automating Cyber Analytics , Matthew Zaber

Theses/Dissertations from 2019 2019

Long Term Software Quality and Reliability Assurance in a Small Company , Eric Abuta

A Grammar Based Approach to Distributed Systems Fault Diagnosis Using Log Files , Stephen Hanka

Automating Software Changes via Recommendation Systems , Xiaoyu Liu

Theses/Dissertations from 2018 2018

Cloud Service Reliability and Usability Measurement , Abdullah Bokhary

Black Networks in Smart Cities , Shaibal Chakrabarty

Improving System-On-Chip Test Networks For: Bandwidth, Security, and Power , Saurabh Gupta

Leveraging Grammars For OpenMP Development in Supercomputing Environments , Samuel Hunter

Understanding Natural Keyboard Typing Using Convolutional Neural Networks on Mobile Sensor Data , Travis Siems

Cell-Aware Fault Analysis and Test Set Optimization in Digital Integrated Circuits , Fanchen Zhang and Jennifer Dworak

Theses/Dissertations from 2017 2017

Implementation of Switching Circuit Models as Vector Space Transformations , David Kebo Houngninou

RGB Image-Based Pupillary Diameter Tracking with Deep Convolutional Neural Networks , Chatchai Wangwiwattana

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All of our academic staff are research active, working with a team of post-graduate and post-doctoral researchers and a lively population of research students. Our research focuses on core themes of theoretical and practical computer science: artificial intelligence and symbolic computation, networked and distributed systems, systems engineering, and human computer interaction.

For more information please visit the School of Computer science home page.

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

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Department of computer science and engineering: dissertations, theses, and student research.

Spatial & Temporal Agnostic Deep-Learning Based Radio Fingerprinting , Fahmida Afrin

Leveraging Aruco Fiducial Marker System for Bridge Displacement Estimation Using Unmanned Aerial Vehicles , Mohamed Aly

Sim-to-Real Reinforcement Learning Framework for Autonomous Aerial Leaf Sampling , Ashraful Islam

SC-Fuse: A Feature Fusion Approach for Unpaved Road Detection from Remotely Sensed Images , Aniruddh Saxena

Experimental Study of Linux Flightsize Estimation , Mingrui Zhang

Motif-Cluster: A Spatial Clustering Package for Repetitive Motif Binding Patterns , Mengyuan Zhou

An Empirical Study on the Classification of Python Language Features Using Eye-Tracking , Jigyasa Chauhan

BEVERS: A General, Simple, and Performant Framework for Automatic Fact Verification , Mitchell DeHaven

Characterizing and Predicting Human Visual Perception of Unmanned Aerial Vehicle Gestures , Paul Fletcher

Machine Learning-Based Device Type Classification for IoT Device Re- and Continuous Authentication , Kaustubh Gupta

Sequence-Based Bioinformatics Approaches to Predict Virus-Host Relationships in Archaea and Eukaryotes , Yingshan Li

SIMULATING SUB-THRESHOLD COMMUNICATION CHANNELS THROUGH NEURONS , Richard Maina

ConSemblEX: A Consensus-Based Transcriptome Assembly Approach that Extends ConSemble and Improves Transcriptome Assembly , Richard Mwaba

Comparative Analyses of De Novo Transcriptome Assembly Pipelines for Diploid Wheat , Natasha Pavlovikj

Attention in the Faithful Self-Explanatory NLP Models , Mostafa Rafaiejokandan

A Pipeline to Generate Deep Learning Surrogates of Genome-Scale Metabolic Models , Achilles Rasquinha

LEARNFCA: A FUZZY FCA AND PROBABILITY BASED APPROACH FOR LEARNING AND CLASSIFICATION , Suraj Ketan Samal

Symbolic NS-3 for Efficient Exhaustive Testing , Jianfei Shao

Feed Forward Neural Networks with Asymmetric Training , Archit Srivastava

Agent Based Modeling of the Spread of Social Unrest Based on Infectious Disease Spread Model , Anup Adhikari

Using Contextual Bandits to Improve Traffic Performance in Edge Network , Aziza Al Zadjali

Computational Solutions to Exosomal microRNA Biomarker Detection in Pancreatic Cancer , Thuy T. An

Aerial Flight Paths for Communication , Alisha Bevins

Towards a Machine Learning Based Generalizable Framework for Detecting COVID-19 Misinformation on Social Media , Yuanzhi Chen

Semantically Meaningful Sentence Embeddings , Rojina Deuja

Using an integrative machine learning approach to study microRNA regulation networks in pancreatic cancer progression , Roland Madadjim

Teachability And Interpretability In Reinforcement Learning , Jeevan Rajagopal

Power-over-Tether Unmanned Aerial System Leveraged for Trajectory Influenced Atmospheric Sensing , Daniel Rico

A Real-World, Hybrid Event Sequence Generation Framework for Android Apps , Jun Sun

“The Revolution Will Not Be Supervised": An Investigation of the Efficacy and Reasoning Process of Self-Supervised Representations , Atharva Tendle

Separator of Diametral Path Graphs , Cuong Than

COMPARATIVE ANALYSIS OF KMER COUNTING AND ESTIMATION TOOLS , Ankitha Vejandla

Information Extraction and Classification on Journal Papers , Lei Yu

SUFFIX TREE, MINWISE HASHING AND STREAMING ALGORITHMS FOR BIG DATA ANALYSIS IN BIOINFORMATICS , Sairam Behera

Formal Language Constraints in Deep Reinforcement Learning for Self-Driving Vehicles , Tyler Bienhoff

A Novel Spatiotemporal Prediction Method of Cumulative Covid-19 Cases , Junzhe Cai

Application of Software Engineering Principles to Synthetic Biology and Emerging Regulatory Concerns , Justin Firestone

Open Dynamic Interaction Network: a cell-phone based platform for responsive EMA , Gisela Font Sayeras

A Memory Usage Comparison Between Jitana and Soot , Yuanjiu Hu

Packet Delivery: An Investigation of Educational Video Games for Computer Science Education , Robert Lafferty

Advanced Techniques to Detect Complex Android Malware , Zhiqiang Li

Emotional Awareness During Bug Fixes – A Pilot Study , Jada O. Loro, Abigail L. Schneff, Sarah J. Oran, and Bonita Sharif

Representational Learning Approach for Predicting Developer Expertise Using Eye Movements , Sumeet Maan

An ANNs Based Failure Detection Method for ONOS SDON Controller , Shideh Yavary Mehr

INVESTIGATING FACTORS PREDICTING EFFECTIVE LEARNING IN A CS PROFESSIONAL DEVELOPMENT PROGRAM FOR K-12 TEACHERS , Patrick Morrow

An Algorithm For Building Language Superfamilies Using Swadesh Lists , Bill Mutabazi

AN EYE TRACKING REPLICATION STUDY OF A RANDOMIZED CONTROLLED TRIAL ON THE EFFECTS OF EMBEDDED COMPUTER LANGUAGE SWITCHING , Cole Peterson

Designing Shared Control Strategies for Teleoperated Robots Across Intrinsic User Qualities , Nancy Pham

Power-over-Tether UAS Leveraged for Nearly-Indefinite Meteorological Data Acquisition , Daniel Rico, Carrick Detweiler, and Francisco Muñoz-Arriola

Formal Concept Analysis Applications in Bioinformatics , Sarah Roscoe

Understanding Eye Gaze Patterns in Code Comprehension , Jonathan Saddler

Advanced Security Analysis for Emergent Software Platforms , Mohannad Alhanahnah

Analysis of Social Unrest Events using Spatio-Temporal Data Clustering and Agent-Based Modelling , Sudeep Basnet

Domain Adaptation in Unmanned Aerial Vehicles Landing using Reinforcement Learning , Pedro Lucas Franca Albuquerque

A Data-driven Approach for Detecting Stress in Plants Using Hyperspectral Imagery , Suraj Gampa

New Algorithms for Large Datasets and Distributions , Sutanu Gayen

Image Classification Using Fuzzy FCA , Niruktha Roy Gotoor

Image Processing Algorithms for Elastin Lamellae Inside Cardiovascular Arteries , Mahmoud Habibnezhad

User Privacy Leakage in Location-based Mobile Ad Services , Qicheng Lin

Formal Modeling and Analysis of a Family of Surgical Robots , Niloofar Mansoor

Dimensional Analysis of Robot Software without Developer Annotations , John-Paul W. Ore

The Design and Implementation of AIDA: Ancient Inscription Database and Analytics System , M Parvez Rashid

LearnFCA: A Fuzzy FCA and Probability Based Approach for Learning and Classification , Suraj Ketan Samal

Scheduling and Prefetching in Hadoop with Block Access Pattern Awareness and Global Memory Sharing with Load Balancing Scheme , Sai Suman

A DATA DRIVEN APPROACH TO IDENTIFY JOURNALISTIC 5WS FROM TEXT DOCUMENTS , Venkata Krishna Mohan Sunkara

Distributed Edge Bundling for Large Graphs , Yves Tuyishime

GAINDroid: General Automated Incompatibility Notifier for Android Applications , Bruno Vieira Resende e Silva

View-Dependent Data Prefetching for Interactive Visualization of Large-Scale 3D Scientific Data , Jin Wang

Feasibility and Security Analysis of Wideband Ultrasonic Radio for Smart Home Applications , Qi Xia

Exploring Eye Tracking Data on Source Code via Dual Space Analysis , Li Zhang

Controller Evolution and Divergence: A Software Perspective , Balaji Balasubramaniam

Performance Evaluation of v-eNodeB using Virtualized Radio Resource Management , Sai Keerti Teja Boddepalli

Effectively Enforcing Minimality During Backtrack Search , Daniel J. Geschwender

Optical Wireless Data Center Networks , Abdelbaset S. Hamza

Scheduling in Mapreduce Clusters , Chen He

Supporting Diverse Customers and Prioritized Traffic in Next-Generation Passive Optical Networks , Naureen Hoque

Modelling and Visualizing Selected Molecular Communication Processes in Biological Organisms: A Multi-Layer Perspective , Aditya Immaneni

COST-EFFECTIVE TECHNIQUES FOR CONTINUOUS INTEGRATION TESTING , Jingjing Liang

GMAim: an analytical pipeline for microRNA splicing profiling using generative model , Kan Liu

Application of Cosine Similarity in Bioinformatics , Srikanth Maturu

Scaling up an Infrastructure for Controlled Experimentation with Testing Techniques , Wayne D. Motycka

Scale-Out Algorithm For Apache Storm In SaaS Environment , Ravi Kiran Puttaswamy

A Comprehensive Framework to Replicate Process-Level Concurrency Faults , Supat Rattanasuksun

Speech Emotion Recognition using Convolutional Neural Networks , Somayeh Shahsavarani

Assessing the Quality and Stability of Recommender Systems , David Shriver

Consensus Ensemble Approaches Improve De Novo Transcriptome Assemblies , Adam Voshall

EvoAlloy: An Evolutionary Approach For Analyzing Alloy Specifications , Jianghao Wang

Higher-Level Consistencies: Where, When, and How Much , Robert J. Woodward

DEPLOYING, IMPROVING AND EVALUATING EDGE BUNDLING METHODS FOR VISUALIZING LARGE GRAPHS , Jieting Wu

Reducing the Tail Latency of a Distributed NoSQL Database , Jun Wu

Detection of Plant Emergence Based on Spatio Temporal Image Sequence Analysis , Bhushit Agarwal

Investigating Diversity in Open Multiagent Team Formation , Pooja Ahuja

An Unmanned Aerial System for Prescribed Fires , Evan M. Beachly

PLANT IMAGE PROCESSING: 3D VOLUME RECONSTRUCTION, HYPERSPECTRAL INFORMATION MINING AND VISUALIZATION , Shi Cao

INVESTIGATING AGENT AND TASK OPENNESS IN ADHOC TEAM FORMATION , Bin Chen

Hierarchical Active Learning Application to Mitochondrial Disease Protein Dataset , James D. Duin

Design and Implementation of a Stand-Alone Tool for Metabolic Simulations , Milad Ghiasi Rad

Exploring the Telecommunications Properties of the Human Nervous System: Analytical Modeling and Experimental Validation of Information Flow through the Somatosensory System , Natalie Hanisch

Analytical Modeling of a Communication Channel Based on Subthreshold Stimulation of Neurobiological Networks , Alireza Khodaei

Rate based Impact Analysis , Nishant Sharma

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Home > Charles W. Davidson College of Engineering > Computer Engineering > Master's Theses

Master’s Theses and Graduate Research

Theses/dissertations from 2024 2024.

Common Pattern Generation for the Detection of LOLBin Attacks , Alaa AbuShqeir

Group-Invariant Reinforcement Learning , Fnu Ankur

Automatic Presentation Slide Generation Using LLMs , Tanya Gupta

Deep Learning in AI Medical Imaging for Stroke Diagnosis , James Mario Guzman

Exploring the Design Space of Simulated Robotic Arms with Tactile Stimuli for Object Manipulation Using Reinforcement Learning Methods , Alavi Ahmed Khan

Detecting the Onion Routing Traffic in Real-Time by using Reinforcement Learning , Dazhou Liu

Intrinsic Motivation by the Principles of Non-Linear Dynamical Systems , Phu C. Nguyen

Controllability-Constrained Deep Neural Network Models for Enhanced Control of Dynamical Systems , Suruchi Sharma

Theses/Dissertations from 2023 2023

Accident Prediction on E-Bikes Using Computer Vision , Rohith Puvvala Subramanyam

Blockchain for Online Video Game Integrity , Philip Salire

Theses/Dissertations from 2022 2022

Autonomous Network Defence Using Multi-Agent Reinforcement Learning and Self-Play , Roberto G. Campbell

Unmasking Medical Fake News Using Machine Learning Techniques , Garima Chaphekar

Coordination Protocols for Verifiable Consistency in Distributed Storage Systems , Ashwin Ramaswamy

Autonomous Vehicle Testing Using A Model-Based Approach , Muslim Razi

SparTrans: Transformer Based Protein Discovery , Ryan Y. Shu

Achieving Location Privacy in iOS Platform Using Location Privacy Framework , Anna Systaliuk

SMARTREC - A Smart Conversational Recommendation System Using Semantic Knowledge Graphs , Sudha Vijayakumar

A RISC-V Matrix Multiplier Using Systolic Arrays , Miao Wang

Theses/Dissertations from 2021 2021

Advancements in the Field of Reinforcement Learning , Apoorva Sunil Banubakode

Exploring the Applicability of ML in IOT Applications , Bhakti Subhash Chowkwale

A Deep Learning Method For Comparing Hi-C Data , Sughosh Krishnamurthy

Looking into the Future: Predicting Future Video Frames Using Monocular Depth Estimation and Egomotion , Meera Kumar

Towards Standardizing System Design and Automating Deployment , Prerana Shekhar

Faster Depth Estimation for Situational Awareness on Urban Streets , Sanjana Srinivas

Theses/Dissertations from 2020 2020

Adaptive Learning Technique For Facial Recognition , Rachana Dineshkumar Bumb

A Code Reputation System Using AI and Blockchain Technology , Jeremy Chau

Auto-Landing System for Fixed-Wing Unmanned Aerial Vehicle , Dan Dermer

Influence of Social Circles on User Recommendations , Chaitanya Krishna Kasaraneni

Enhancing Point Cloud Density with Stereo Images , Seung Won Lee

Multimodal Wildfire Surveillance with Autonomous Drones , Tomasz Wojciech Lewicki

An Evaluation Of Generated Lyrics , Junlan Lu

A Study on the Contributions of Domain-Specific Semantics Towards Aspect-Based Sentiment Analysis , Aashay Mokadam

LSTM-enabled Level Curve Tracking in Scalar Fields Using Multiple Mobile Robots , Kunj J. Parikh

Deep Reinforcement Learning based Path-Planning for Multi-Agent Systems in Advection-Diffusion Field Reconstruction Tasks , Deepak Talwar

Theses/Dissertations from 2019 2019

Using Blockchain Technology for The Organ Procurement and Transplant Network , Utsav Jain

Reduction-free Multiplication in GF(2n) Applicable to Modern and Post-quantum Cryptographic Schemes , Samira Carolina Oliva Madrigal

Smart Scheduler Design for Wafer Processing Systems , Deeksha Prakash Kankalale

Faster Multidimensional Data Queries on Infrastructure Monitoring Systems , Yinghua Qin

Combining Blockchain and Swarm Robotics to Deploy Surveillance Missions , Ardalan Razavi

Non-invasive Hyperglycemia Detection using ECG and Deep Learning , Renato Silveira Cordeiro

Effect of Neighborhood Approximation on Downstream Analytics , Saranya Soundar Rajan

Theses/Dissertations from 2018 2018

Big Data Quality Modeling And Validation , Khushali Yashodhar Desai

Social Recommendation Systems , Avni Gulati

Vehicle Tracking Based on Historical Intersection Over Union , Shuai Hua

Machine Learning Methods for Kidney Disease Screening , Rathna Ramesh

Constructing Dynamic Ad-hoc Emergency Networks using Software-Defined Wireless Mesh Networks , Roop Kumar Sriramulu

Theses/Dissertations from 2017 2017

An Experimental Study of Human Body Magnetic Communication , Arvind Allawadi

Unified Software Engineering Reuse: A Methodology for Effective Software Reuse , Charles Allen Flood

Convolutional Neural Network Acceleration on GPU by Exploiting Data Reuse , Sindhuja Gopalakrishnan Elango

Intelligent Threat-Aware Response System in Software-Defined Networks , Kunal Ketan Goswami

Network Traffic Anomaly-Detection Framework Using GPUs , Meera Ramesh

Theses/Dissertations from 2016 2016

Modeling Cloud Computing Threats and Vulnerabilities , Maryam Runiassy

Theses/Dissertations from 2015 2015

Consumer Complaints and Protection: Stable Analysis and Design Patterns , Vishnu Sai Reddy Gangireddy

Face Recognition: An Engineering Approach , Farshad Ghahramani

AEGIS: Validating Execution Behavior of Controller Applications in Software-Defined Networks , Hitesh Maruti Padekar

Theses/Dissertations from 2013 2013

Embedded Cloud System for Ann-Cod Analysis Using UV Spectroscopy , Kaushik Patra

Theses/Dissertations from 2012 2012

Scaling CUDA for Distributed Heterogeneous Processors , Siu Kwan Lam

Towards a secure sotware development lifecycle with SQUARE+R , Kyle Le

Theses/Dissertations from 2011 2011

Design and Optimization of an Active Magnetic Thrust Bearing for Flywheel Energy Storage Systems , Siu Kiong Lam

Integration and Convergence of Mobile and Cloud Computing , Howard Liu

A Framework for Testing as a Service , Iman Sadooghi

Theses/Dissertations from 2010 2010

Establishing Community and Research Trust in Public Health Using Service-Oriented Architecture (SOA) , Juanita Hun Mah

Semantic Hypermedia Framework for Web Applications , David Tien

Theses/Dissertations from 2009 2009

Design and implementation of embedded adaptive controller using ARM processor. , Hoan The Nguyen

Robot assisted herding , Pinky Thakkar

Theses/Dissertations from 2008 2008

A framework for graphical analysis of a home-network router using DTrace , Christopher S. Nelson

Design and implementation of reverse risk assessment software , Igor S. Tilinin

Theses/Dissertations from 2007 2007

Pattern topology for content management system , Mahdī Bāzargān

A mathematical model for retirement planning , Debasish Chakraborty

A security analysis of PPStream , Linan Chang

Unified data mining engine as a system of patterns , Somenath Das

A web service authorization framework using a specification language , Ellora Nayak

Theses/Dissertations from 2006 2006

Integration of biologiccal databases , Azadeh Ahadian

Unified data mining using stable patterns , Pranali Khadpe

A pattern language for service-oriented architecture , Haritha Kilaru

Defending flash worms : contemporary detection schemes and a hierarchical model , Pele Y. Li

A framework for self-configuration , Fadil Mesic

Building systems using patterns : creating knowledge maps , Huascar A. Sanchez

LRET : local reference with early termination for H.264 motion estimation , Sweta Singh

Theses/Dissertations from 2005 2005

An interface-based testing technique for component-based software systems , Brian Bui

The feedback model in peer-to-peer based active e-learning , I-Ching Fong

Requirements engineering for mobile systems , Goksun Ilhan

Design of Bluetooth frequency synthesizer , Shridevi Vijayakumar Jade

Design to handle interruptions in human-computer interaction , Chiao-Yu Lu

Theses/Dissertations from 2004 2004

Mastering universal transaction management system (UTMS) with software patterns , Ram Goverdhana

CMPE : cluster-management & power-efficient protocol for wireless sensor networks , Shen Ben Ho

Design of software components with increased testability , Yi-Tien Lin

Pattern language for performance evaluation , Rohini Pradeep

A mobile database design approach in problem-based learning , Sunita Sharma

Verification and measurement of software component testability , Ming-Chih Shih

A data conversion sub-system for an ionospheric forecast system , Paulus Zegwaard

Theses/Dissertations from 2003 2003

A survey of hardware design verification , Liping Guo

Effect of branch prediction accuracy on constrained SMT configurations , Vinila Rose

Theses/Dissertations from 2002 2002

Migration of legacy DCE systems , Daniel J. Jensen

Theses/Dissertations from 1999 1999

Web-based student assessment internet software for university courses , Kofi Weusi-Puryear

Theses/Dissertations from 1998 1998

Applying systems engineering management to improve undergraduate curriculum , Laura Gay Cohn

Evaluation of the architectural design for digital camera applications , Paul Yang Moua

Characterizing elevation effects of a prolate spheroidal HRTF model , Richard W. Novy

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Home > Engineering & Technology > Electrical & Computer Engineering > ECE_ETDS

Electrical & Computer Engineering Theses & Dissertations

Theses and dissertations published by graduate students in the Department of Electrical and Computer Engineering, College of Engineering, Old Dominion University since Fall 2016 are available in this collection. Backfiles of all dissertations (and some theses) have also been added.

In late Fall 2023 or Spring 2024, all theses will be digitized and available here. In the meantime, consult the Library Catalog to find older items in print.

Theses/Dissertations from 2023 2023

Dissertation: An Advanced Simulation Architecture for Testing Autonomous and Connected Vehicles Enabled by Virtual Reality , Defu Cui

Thesis: OpenSim-Based Musculoskeletal Modeling: Foundation for Interactive Obstetric Simulator , Bahador Dodge

Dissertation: Framework for Implementing Advanced Radar Plotting Aid Capability for Small Maritime Vessels , Jason Stark Harris

Thesis: Generation Of Plasma with a Rotating Electric Field , Franklin Price Mosely

Dissertation: Deep-Learning-Based Classification of Digitally Modulated Signals , John A. Snoap

Dissertation: Wearable Sensor Gait Analysis for Fall Detection Using Deep Learning Methods , Haben Girmay Yhdego

Dissertation: Towards a Robust Defense: A Multifaceted Approach to the Detection and Mitigation of Neural Backdoor Attacks through Feature Space Exploration and Analysis , Liuwan Zhu

Theses/Dissertations from 2022 2022

Dissertation: A Preventive Medicine Framework for Wearable Abiotic Glucose Detection System , Saikat Banerjee

Dissertation: Development of High Quantum Efficiency Strained Superlattice Spin Polarized Photocathodes Via Metal Organic Chemical Vapor Deposition , Benjamin Belfore

Dissertation: Optimization of 8-Plate Multi-Resonant Coupling Structure Using Class-E 2 Based Capacitive-Wireless Power Transfer System , Yashwanth C. Bezawada

Dissertation: Detection, Tracking, and Classification of Aircraft and Birds from Multirotor Small Unmanned Aircraft Systems , Chester Valentine Dolph

Thesis: Emotion Detection Using an Ensemble Model Trained with Physiological Signals and Inferred Arousal-Valence States , Matthew Nathanael Gray

Thesis: Fabrication of NMOS Logic Gates , Samantha Hahn

Dissertation: Cyber Resilience Analytics For Cyber-Physical Systems , Md Ariful Haque

Thesis: Integrative Physiology-Coupled Pilot-Centered Flight Simulation , Shawn C. Harrison

Thesis: Frequency Agile OFDM System for Radio Communication in High Frequency Bands , Erin E. Hill

Dissertation: Applied Deep Learning: Case Studies in Computer Vision and Natural Language Processing , Md Reshad Ul Hoque

Dissertation: Development and Validation of a Three-Dimensional Optical Imaging System for Chest Wall Deformity Measurement , Nahom Kidane

Thesis: Machine Learning Classification of Digitally Modulated Signals , James A. Latshaw

Dissertation: E-Beam Irradiation Beamline at Jefferson Lab for Wastewater Treatment , Xi Li

Thesis: Chen-Fliess Series for Linear Distributed Systems , Natalie T. Pham

Dissertation: Recrystallization of Cu(In,Ga)Se 2 Semiconductor Thin Films Via Metal Halides Treatment , Deewakar Poudel

Dissertation: Fabrication of Nb 3 Sn by Magnetron Sputtering for Superconducting Radiofrequency Application , Md Nizam Sayeed

Thesis: Development of a Fuzzy Logic Model-Less Aircraft Controller , Christopher M. Scott

Thesis: Design and Analysis of Electrical Power and Communication Systems for 3U SeaLion CubeSat Mission , Joseph D. Siciliano

Theses/Dissertations from 2021 2021

Dissertation: Enhancing Thermal Stability of Perovskite Solar Cells with a Polymer Through Grain Boundary Passivation , Tanzila Tasnim Ava

Dissertation: Specification, Control, and Applications of Z-Source Circuit Breakers for the Protection of DC Power Networks , Sagar Bhatta

Dissertation: Protection and Disturbance Mitigation of Next Generation Shipboard Power Systems , Marounfa Djibo

Dissertation: Wiener-Fliess Composition of Formal Power Series: Additive Static Feedback and Shuffle Rational Series , Subbarao Venkatesh Guggilam

Dissertation: Deep Learning Approaches for Seagrass Detection in Multispectral Imagery , Kazi Aminul Islam

Thesis: Security Improvements for the Automatic Identification System , Robert E. Litts

Dissertation: Electrostatic Design and Characterization of a 200 keV Photogun and Wien Spin Rotator , Gabriel G. Palacios Serrano

Dissertation: Commissioning & Characterization of Magnetized Gridded Thermionic Electron Source , Mark Stefani

Dissertation: Towards Characterizing Adversarial Opportunity and Behavior in Critical Infrastructure Network , Md Sharif Ullah

Dissertation: Joint Linear and Nonlinear Computation with Data Encryption for Efficient Privacy-Preserving Deep Learning , Qiao Zhang

Theses/Dissertations from 2020 2020

Thesis: Deposition and Characterization of Indium Nitride and Aluminum Nitride Thin Films by Reactive Sputtering , Sushma Swaraj Atluri

Dissertation: A Novel Non-Enzymatic Glucose Biofuel Cell with Mobile Glucose Sensing , Ankit Baingane

Thesis: Hardware Development for the Generation of Large-Volume High Pressure Plasma By Spatiotemporal Control of Space Charge , Nikhil Boothpur

Dissertation: Secure Mobile Computing by Using Convolutional and Capsule Deep Neural Networks , Rui Ning

Dissertation: Topology Control, Scheduling, and Spectrum Sensing in 5G Networks , Prosanta Paul

Dissertation: Longitudinal Brain Tumor Tracking, Tumor Grading, and Patient Survival Prediction Using MRI , Linmin Pei

Dissertation: Model-Based Approach for Diffuse Glioma Classification, Grading, and Patient Survival Prediction , Zeina A. Shboul

Dissertation: Diagnostic Studies of Non-Thermal Atmospheric Pressure Nanosecond Plasma Jets , Shutong Song

Thesis: Highly Transmissive Scalable Colored Coatings for Architectural Photovoltaic Panels , Akbar Ali Syed

Dissertation: Deep Cellular Recurrent Neural Architecture for Efficient Multidimensional Time-Series Data Processing , Lasitha S. Vidyaratne

Dissertation: Virtual SATCOM, Long Range Broadband Digital Communications , Dennis George Watson

Dissertation: Comprehensive Designs of Innovate Secure Hardware Devices against Machine Learning Attacks and Power Analysis Attacks , Yiming Wen

Theses/Dissertations from 2019 2019

Thesis: Pulse Power Effects on Transient Plasma Ignition for Combustion , David Wayne Alderman II

Thesis: Demonstration of Visible and Near Infrared Raman Spectrometers and Improved Matched Filter Model for Analysis of Combined Raman Signals , Alexander Matthew Atkinson

Dissertation: Laser-Spark Multicharged Ion Implantation System ‒ Application in Ion Implantation and Neural Deposition of Carbon in Nickel (111) , Oguzhan Balki

Thesis: Radio Frequency Toolbox for Drone Detection and Classification , Abdulkabir Bello

Thesis: Computational Analysis of Antipode Algorithms for the Output Feedback Hopf Algebra , Lance Berlin

Thesis: Solid State Polyaniline Supercapacitors Based on Electrodes Fabricated with Electropolymerization , Jonathan R. Blincoe

Thesis: Design, Implementation, and Analysis of Electrical System Architecture for CubeSat to Ground Communications , Anthony G. Cappiello

Thesis: A Design of Inductive Coupling Wireless Power Transfer System for Electric Vehicle Applications , Sarika Reddy Daida

Dissertation: A Multi-Agent Systems Approach for Analysis of Stepping Stone Attacks , Marco Antonio Gamarra

Dissertation: Using Feature Extraction From Deep Convolutional Neural Networks for Pathological Image Analysis and Its Visual Interpretability , Wei-Wen Hsu

Dissertation: Enhanced Sensing Performance of Novel Nanostructured ZnO Gas Sensors in Ethanol Vapor Concentration Detection Applications , Pengtao Lin

Dissertation: Performance of Cognitive Radio Networks with Unknown Dynamic Primary User Signals , Sara L. MacDonald

Dissertation: Effect of Grain Size and Interface Engineering on the Photovoltaic Performance and Stability of Perovskite Solar Cells , Abdullah Al Mamun

Dissertation: A Laser Ion Source for Thin Film Deposition: Characterization of Source and Growth Conditions , Md Mahmudur Rahman

Thesis: Cyber Security- A New Secured Password Generation Algorithm with Graphical Authentication and Alphanumeric Passwords Along With Encryption , Akash Rao

Dissertation: MIMO Radar Waveform Design and Sparse Reconstruction for Extended Target Detection in Clutter , Christopher Alan Rogers

Dissertation: On Analytic Nonlinear Input-output Systems: Expanded Global Convergence and System Interconnections , Irina M. Winter Arboleda

Theses/Dissertations from 2018 2018

Dissertation: Deep Recurrent Learning for Efficient Image Recognition Using Small Data , Mahbubul Alam

Thesis: Characterization of Language Cortex Activity During Speech Production and Perception , Hassan Baker

Dissertation: Coexistence and Secure Communication in Wireless Networks , Saygin Bakşi

Thesis: Model-Less Fuzzy Logic Control for the NASA Modeling and Control for Agile Aircraft Development Program , Keith A. Benjamin

Thesis: Non-Destructive Evaluation for Composite Material , Desalegn Temesgen Delelegn

Thesis: Improved Thermal Stability of Cesium-Doped Perovskite Films With PMMA for Solar Cell Application , Christine M. Gausin

Thesis: A Dual Resonant Transformer and a Dielectric Antenna for Picosecond Pulse Radiation , Khiem Huynh

Thesis: A Novel Power Sharing Control Method for Distributed Generators in DC Networks , Christina James

Thesis: IDPAL - Input Decoupled Partially Adiabatic Logic: Implementation and Examination , Kevin A. Johnson

Thesis: New Method of Nickel Oxide as Hole Transport Layer and Characteristics of Nickel Oxide Based Perovskite Solar Cell , Loi Nguyen

Dissertation: Non-Invasive Picosecond Pulse System for Electrostimulation , Ross Aaron Petrella

Dissertation: Optimization of Top Contact for Cu(In,Ga)Se2 Solar Cells , Grace Cherukara Rajan

Dissertation: Generation of Large-Volume Diffuse Plasma by an External Ionization Wave From a Single-Electrode Plasma Jet , Seyed Hamid Razavi Barzoki

Dissertation: 3D Bioprinting Systems for the Study of Mammary Development and Tumorigenesis , John Reid

Dissertation: Development of a Laser-Spark Multicharged Ion System – Application in Shallow Implantation of Sic by Boron and Barium , Md. Haider Ali Shaim

Thesis: Learn-To-Fly Control System Design , Alexander Brent Streit

Theses/Dissertations from 2017 2017

Thesis: Diffusion Modeling of Impurities Through the Molybdenum Back Contact of CIGS Solar Cells , Chinedum John Akwari

Dissertation: Study of Modified Deposition Process for Cu(In,Ga)Se2 Solar Cell Back Contact , Tasnuva Ashrafee

Thesis: Virtual Substrate Synthesis for Low-Cost High Efficiency III-V , Sean J. Babcock

Dissertation: Speech Based Machine Learning Models for Emotional State Recognition and PTSD Detection , Debrup Banerjee

Thesis: Study of a High-Efficient Wide-Bandgap DC-DC Power Converter for Solar Power Integration , Yashwanth Bezawada

Thesis: Modification of Deposition Process Parameters for Uniform Indium Layer Deposition , Isaac Butt

Dissertation: Enhancement of Thermoelectric Properties of ALD Synthesized PbTe and PbSe by Phonon Engineering , Xin Chen

Thesis: A Correlational Study of SansEC Sensors’ Electric Field Distribution on Lightning Attachment , Kayla M. Farrow

Thesis: Recurrent Neural Networks and Matrix Methods for Cognitive Radio Spectrum Prediction and Security , Alexander M. Glandon

Thesis: A Study of the Sensitivity of Energy Conversion Efficiency to Load Variation in Class-E Resonant Power Inverter , Richard Samuel Jennings

Thesis: Investigation of Low Cost Substrate Approaches for III-V Solar Cells , Marlene Lydia Lichty

Thesis: Deposition of Silicon Thin Films by Ion Beam Assisted Deposition , Tejaswini Miryala

Dissertation: Low Temperature Plasma for the Treatment of Epithelial Cancer Cells , Soheila Mohades

Dissertation: The Efficacy of Programming Energy Controlled Switching in Resistive Random Access Memory (RRAM) , David Malien Nminibapiel

Dissertation: Computational Modeling for Abnormal Brain Tissue Segmentation, Brain Tumor Tracking, and Grading , Syed Mohammad Shamin Reza

Theses/Dissertations from 2016 2016

Thesis: Microbubble Generation By Piezoelectric Transducers For Biomedical Studies , Mohammed Alkhazal

Thesis: Carbon and Boron Nitride Nanotube Fabricated Supercapacitors , Derek Christian Demuth

Dissertation: Simulation, Measurement, and Emulation of Photovoltaic Modules Using High Frequency and High Power Density Power Electronic Circuits , Yunas Erkaya

Thesis: Analysis and Implementation of Communications Systems for Small Satellite Missions , Jason S. Harris

Thesis: IDPAL - Input Decoupled Partially Adiabatic Logic Family: Theory and Implementation of Side-Channel Attack Resistant Circuits , Matthew Edward McAllister

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Home > FACULTIES > Computer Science > CSD-ETD

Computer Science Theses and Dissertations

This collection contains theses and dissertations from the Department of Computer Science, collected from the Scholarship@Western Electronic Thesis and Dissertation Repository

Theses/Dissertations from 2024 2024

A Target-Based and A Targetless Extrinsic Calibration Methods for Thermal Camera and 3D LiDAR , Farhad Dalirani

Investigating Tree- and Graph-based Neural Networks for Natural Language Processing Applications , Sudipta Singha Roy

Theses/Dissertations from 2023 2023

Classification of DDoS Attack with Machine Learning Architectures and Exploratory Analysis , Amreen Anbar

Multi-view Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces , Sepehr Asgarian

Improved Protein Sequence Alignments Using Deep Learning , Seyed Sepehr Ashrafzadeh

INVESTIGATING IMPROVEMENTS TO MESH INDEXING , Anurag Bhattacharjee

Algorithms and Software for Oligonucleotide Design , Qin Dong

Framework for Assessing Information System Security Posture Risks , Syed Waqas Hamdani

De novo sequencing of multiple tandem mass spectra of peptide containing SILAC labeling , Fang Han

Local Model Agnostic XAI Methodologies Applied to Breast Cancer Malignancy Predictions , Heather Hartley

A Quantitative Analysis Between Software Quality Posture and Bug-fixing Commit , Rongji He

A Novel Method for Assessment of Batch Effect on single cell RNA sequencing data , Behnam Jabbarizadeh

Dynamically Finding Optimal Kernel Launch Parameters for CUDA Programs , Taabish Jeshani

Citation Polarity Identification From Scientific Articles Using Deep Learning Methods , Souvik Kundu

Denoising-Based Domain Adaptation Network for EEG Source Imaging , Runze Li

Decoy-Target Database Strategy and False Discovery Rate Analysis for Glycan Identification , Xiaoou Li

DpNovo: A DEEP LEARNING MODEL COMBINED WITH DYNAMIC PROGRAMMING FOR DE NOVO PEPTIDE SEQUENCING , Yizhou Li

Developing A Smart Home Surveillance System Using Autonomous Drones , Chongju Mai

Look-Ahead Selective Plasticity for Continual Learning , Rouzbeh Meshkinnejad

The Two Visual Processing Streams Through The Lens Of Deep Neural Networks , Aidasadat Mirebrahimi Tafreshi

Source-free Domain Adaptation for Sleep Stage Classification , Yasmin Niknam

Data Heterogeneity and Its Implications for Fairness , Ghazaleh Noroozi

Enhancing Urban Life: A Policy-Based Autonomic Smart City Management System for Efficient, Sustainable, and Self-Adaptive Urban Environments , Elham Okhovat

Evaluating the Likelihood of Bug Inducing Commits Using Metrics Trend Analysis , Parul Parul

On Computing Optimal Repairs for Conditional Independence , Alireza Pirhadi

Open-Set Source-Free Domain Adaptation in Fundus Images Analysis , Masoud Pourreza

Migration in Edge Computing , Arshin Rezazadeh

A Modified Hopfield Network for the K-Median Problem , Cody Rossiter

Predicting Network Failures with AI Techniques , Chandrika Saha

Toward Building an Intelligent and Secure Network: An Internet Traffic Forecasting Perspective , Sajal Saha

An Exploration of Visual Analytic Techniques for XAI: Applications in Clinical Decision Support , Mozhgan Salimiparsa

Attention-based Multi-Source-Free Domain Adaptation for EEG Emotion Recognition , Amir Hesam Salimnia

Global Cyber Attack Forecast using AI Techniques , Nusrat Kabir Samia

IMPLEMENTATION OF A PRE-ASSESSMENT MODULE TO IMPROVE THE INITIAL PLAYER EXPERIENCE USING PREVIOUS GAMING INFORMATION , Rafael David Segistan Canizales

A Computational Framework For Identifying Relevant Cell Types And Specific Regulatory Mechanisms In Schizophrenia Using Data Integration Methods , Kayvan Shabani

Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network , Sareh Soltani Nejad

Smartphone Loss Prevention System Using BLE and GPS Technology , Noshin Tasnim

A Hybrid Continual Machine Learning Model for Efficient Hierarchical Classification of Domain-Specific Text in The Presence of Class Overlap (Case Study: IT Support Tickets) , Yasmen M. Wahba

Reducing Negative Transfer of Random Data in Source-Free Unsupervised Domain Adaptation , Anthony Wong

Deep Neural Methods for True/Pseudo- Invasion Classification in Colorectal Polyp Whole-Slide Images , Zhiyuan Yang

Developing a Relay-based Autonomous Drone Delivery System , Muhammad Zakar

Learning Mortality Risk for COVID-19 Using Machine Learning and Statistical Methods , Shaoshi Zhang

Machine Learning Techniques for Improved Functional Brain Parcellation , Da Zhi

Theses/Dissertations from 2022 2022

The Design and Implementation of a High-Performance Polynomial System Solver , Alexander Brandt

Defining Service Level Agreements in Serverless Computing , Mohamed Elsakhawy

Algorithms for Regular Chains of Dimension One , Juan P. Gonzalez Trochez

Towards a Novel and Intelligent e-commerce Framework for Smart-Shopping Applications , Susmitha Hanumanthu

Multi-Device Data Analysis for Fault Localization in Electrical Distribution Grids , Jacob D L Hunte

Towards Parking Lot Occupancy Assessment Using Aerial Imagery and Computer Vision , John Jewell

Potential of Vision Transformers for Advanced Driver-Assistance Systems: An Evaluative Approach , Andrew Katoch

Psychological Understanding of Textual journals using Natural Language Processing approaches , Amirmohammad Kazemeinizadeh

Driver Behavior Analysis Based on Real On-Road Driving Data in the Design of Advanced Driving Assistance Systems , Nima Khairdoost

Solving Challenges in Deep Unsupervised Methods for Anomaly Detection , Vahid Reza Khazaie

Developing an Efficient Real-Time Terrestrial Infrastructure Inspection System Using Autonomous Drones and Deep Learning , Marlin Manka

Predictive Modelling For Topic Handling Of Natural Language Dialogue With Virtual Agents , Lareina Milambiling

Improving Deep Entity Resolution by Constraints , Soudeh Nilforoushan

Respiratory Pattern Analysis for COVID-19 Digital Screening Using AI Techniques , Annita Tahsin Priyoti

Extracting Microservice Dependencies Using Log Analysis , Andres O. Rodriguez Ishida

False Discovery Rate Analysis for Glycopeptide Identification , Shun Saito

Towards a Generalization of Fulton's Intersection Multiplicity Algorithm , Ryan Sandford

An Investigation Into Time Gazed At Traffic Objects By Drivers , Kolby R. Sarson

Exploring Artificial Intelligence (AI) Techniques for Forecasting Network Traffic: Network QoS and Security Perspectives , Ibrahim Mohammed Sayem

A Unified Representation and Deep Learning Architecture for Persuasive Essays in English , Muhammad Tawsif Sazid

Towards the development of a cost-effective Image-Sensing-Smart-Parking Systems (ISenSmaP) , Aakriti Sharma

Advances in the Automatic Detection of Optimization Opportunities in Computer Programs , Delaram Talaashrafi

Reputation-Based Trust Assessment of Transacting Service Components , Konstantinos Tsiounis

Fully Autonomous UAV Exploration in Confined and Connectionless Environments , Kirk P. Vander Ploeg

Three Contributions to the Theory and Practice of Optimizing Compilers , Linxiao Wang

Developing Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach , Wumian Wang

Predicting and Modifying Memorability of Images , Mohammad Younesi

Theses/Dissertations from 2021 2021

Generating Effective Sentence Representations: Deep Learning and Reinforcement Learning Approaches , Mahtab Ahmed

A Physical Layer Framework for a Smart City Using Accumulative Bayesian Machine Learning , Razan E. AlFar

Load Balancing and Resource Allocation in Smart Cities using Reinforcement Learning , Aseel AlOrbani

Contrastive Learning of Auditory Representations , Haider Al-Tahan

Cache-Friendly, Modular and Parallel Schemes For Computing Subresultant Chains , Mohammadali Asadi

Protein Interaction Sites Prediction using Deep Learning , Sourajit Basak

Predicting Stock Market Sector Sentiment Through News Article Based Textual Analysis , William A. Beldman

Improving Reader Motivation with Machine Learning , Tanner A. Bohn

A Black-box Approach for Containerized Microservice Monitoring in Fog Computing , Shi Chang

Visualization and Interpretation of Protein Interactions , Dipanjan Chatterjee

A Framework for Characterising Performance in Multi-Class Classification Problems with Applications in Cancer Single Cell RNA Sequencing , Erik R. Christensen

Exploratory Search with Archetype-based Language Models , Brent D. Davis

Evolutionary Design of Search and Triage Interfaces for Large Document Sets , Jonathan A. Demelo

Building Effective Network Security Frameworks using Deep Transfer Learning Techniques , Harsh Dhillon

A Deep Topical N-gram Model and Topic Discovery on COVID-19 News and Research Manuscripts , Yuan Du

Automatic extraction of requirements-related information from regulatory documents cited in the project contract , Sara Fotouhi

Developing a Resource and Energy Efficient Real-time Delivery Scheduling Framework for a Network of Autonomous Drones , Gopi Gugan

A Visual Analytics System for Rapid Sensemaking of Scientific Documents , Amirreza Haghverdiloo Barzegar

Calibration Between Eye Tracker and Stereoscopic Vision System Employing a Linear Closed-Form Perspective-n-Point (PNP) Algorithm , Mohammad Karami

Fuzzy and Probabilistic Rule-Based Approaches to Identify Fault Prone Files , Piyush Kumar Korlepara

Parallel Arbitrary-precision Integer Arithmetic , Davood Mohajerani

A Technique for Evaluating the Health Status of a Software Module Using Process Metrics , . Ria

Visual Analytics for Performing Complex Tasks with Electronic Health Records , Neda Rostamzadeh

Predictive Model of Driver's Eye Fixation for Maneuver Prediction in the Design of Advanced Driving Assistance Systems , Mohsen Shirpour

A Generative-Discriminative Approach to Human Brain Mapping , Deepanshu Wadhwa

WesternAccelerator：Rapid Development of Microservices , Haoran Wei

A Lightweight and Explainable Citation Recommendation System , Juncheng Yin

Mitosis Detection from Pathology Images , Jinhang Zhang

Theses/Dissertations from 2020 2020

Visual Analytics of Electronic Health Records with a focus on Acute Kidney Injury , Sheikh S. Abdullah

Towards the Development of Network Service Cost Modeling-An ISP Perspective , Yasmeen Ali

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Electrical & Computer Engineering: Theses and Dissertations

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About Theses and Dissertations

A dissertation or thesis is a document submitted in support of candidature for a degree or professional qualification presenting the author's research and findings.  (International Standard ISO 7144: Documentation — Presentation of theses and similar documents ).

For most universities in the U.S., dissertation is the term for the required submission for the PhD, and thesis refers only to the master's degree requirement.

Other Universities

T he best source to find theses is ProQuest Dissertations & Thesis Global .  Policies regarding theses and dissertation collections largely vary between universities.  So check the library website of the university of interest.

Carnegie Mellon University

Carnegie Mellon theses are now ONLINE and can be searched through the ProQuest database Dissertations & Theses @ Carnegie Mellon University that enables access to citations and abstracts of all dissertations and theses, as well as the fulltext in PDF format.  Scroll down and select Dissertations & Theses, then do a regular search. Print versions are also available in the libraries collection.

The Carnegie Mellon Library catalog , uses the term THESIS to denote both masters' theses and dissertations.  However, the number of master's theses is limited.  Within the libraries, theses are located in designated areas and are shelved in alphabetical order by the author's last name.  The catalog treats theses and dissertations like books and they can be borrowed as such.  Theses may be in print, microfiche, or microform.

• In the catalog use the Advanced Search :  search by author, title, or keyword limiting to type THESIS.
• For a list of theses from a specific department, use Advanced Search to combine a keyword search for the name of the department with location THESES.  E.g., search for "Dept. of Computer Science" with THESES as the location.
• For a reasonably complete list of theses at Carnegie Mellon, use Advanced Search to search Carnegie Mellon University Dissertations in the Subject line.  

Other Countries

Center for Research Libraries:  Foreign Doctoral Dissertations CRL has more than 800,000 cataloged foreign doctoral dissertations from more than 90 countries and over 1200 institutions.

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Engineering & Computer Science: Dissertations & Theses

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CSUF Dissertations & Theses

A  thesis , commonly required to obtain a master's degree, is supposed to test a student's understanding of his or her field of study. A  dissertation  is written by a doctorate student and focuses on original research.

Dissertations and theses are scholarly sources and examples of grey literature ( or gray literature ).  Grey literature is material that has not been published through traditional means and generally does not go through a peer‐review process.

1.  How do I write a thesis at CSUF? (Deadlines, awards, etc.) 2. CSUF Thesis/Dissertation Manual 3.  How do I find a CSUF thesis? 4.  More on dissertations, theses, and projects  (ARCHIVED CATALOG) 5 . Developing strong thesis statements 6.  Attend a thesis retreat at CSUF

Searching for a Dissertation/Thesis,

1. Look in our catalog if its from CSUF

2. Look in resources (right side)

3. Look in open access repositories at university libraries websites where the dissertation/thesis was written - may provide full access

4. Try contacting author or advisor of dissertation/thesis for a copy

5. If you cannot find the dissertation/thesis, try requesting it (free of charge) from  interlibrary loan

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Theses and Dissertations — 2020

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UNDER CONSTRUCTION: Contact Grad Coordinator for help

Computer engineering thesis option - handbook.

The thesis option is the most traditional Master’s degree track in which a student will perform research, develop and write a thesis, and defend their ideas in a dissertation. This track is ideal for students wishing to continue for a Ph.D. degree.

Overview of the MS Computer Engineering Thesis Option

This schedule summarizes the requirements and due dates for the MS Degree – Thesis Option. Students who have not completed requirements or submitted required forms to the Graduate Coordinator by the due dates may be dropped from the program. Students should graduate in the semester in which 30 hours of coursework are completed. All students who are on visas must be registered for at least 9 credit hours of coursework in every semester (excluding summer), including their final semester, unless they receive permission from the Department Graduate Committee prior to the beginning of the semester.

Program of Study - Coursework Requirements and Criteria

Program of Study

After consulting with the approved supervisory committee chair, the student must plan a program of study. They must complete and submit the Program of Study Form by the drop deadline of the second semester of study. After approval of the Department Graduate Committee, the program of study is submitted to the Graduate School for their approval. In preparation to submit a Program of Study form, it is recommended that students use the  MS Electrical Engineering checklist and/or meet with the Graduate Coordinator .

Modifications to the Program of Study may be made by re-submitting a Program of Study Form for approval prior to registering for added courses with the supervisory committee and obtaining required approval before enrollment in any added courses. Completed courses cannot be removed from the program of study. Credit towards obtaining a degree will not be granted for classes taken prior to approval of the form, unless the student is changing degree status.

Requirements

Master of Science Electrical Engineering students should graduate in the semester in which 32 hours of coursework are completed. All students who are on visas must be registered for at least 9 credit hours of coursework in every semester (excluding summer) unless they receive permission from the Department Graduate Committee prior to the beginning of the semester.

All coursework is to be completed within 4 consecutive calendar years . Coursework listed on the program of study must total a minimum of 32 hours of graduate coursework including:

• CS/ECE 6710 Digital VLSI Design (4.0 credit hours)
• CS/ECE 6810 Computer Architecture (3.0 credit hours)
• 2 Restricted Elective List courses – see list below
• Up to 12 credit hours of 5000-7000 level allied courses will be accepted (Math, Science, or other Engineering courses)
• A minimum of 18 hours of ECE courses must be at the 6000 or 7000 level
• Students may only register for thesis research after they have set up a supervisory committee and met with the Graduate Coordinator

Additional Criteria

• A minimum GPA of 3.0 on coursework listed on the program of study with no grade lower than C- is required for graduation. A student who receives a grade lower than C- in a course listed on the program of study must repeat that same course and receive a higher grade. Courses cannot be removed from the program of study after they are taken.
• Students who receive an “Incomplete” grade in a class must complete the class by the following semester, even if the semester is the summer semester.
• Coursework cannot be used for more than one degree on the same level.
• Cross-listed courses must be registered through the ECE course numbers.
• Where a course has both a 5000- and 6000-level number, the 5000-level version is intended for undergraduates and the 6000-level version for honors and graduate students. The two versions of the class will meet together, but extra work will be expected of honors and graduate students.

Restricted Elective List

Courses selected should be in an area of specialization selected by the student. Number of courses based on degree option: Coursework – 4 courses; Project – 3 courses; Thesis – 2 courses

• CS 6110 – Software Verification
• CS 6140 – Data Mining
• CS 6150 – Advanced Algorithms
• CS 6235 – Parallel Programming for Many Cores
• CS 6300 – Artificial Intelligence
• CS 6350 – Machine Learning
• CS 6353 – Deep Learning
• CS 6460 – Operating Systems
• CS 6470 – Compiler Principles and Techniques
• CS 6475 – Advanced Compilers
• CS 6480 – Advanced Computer Networks
• CS 7460 – Distributed Operating Systems
• ECE 5325 – Wireless Communication Systems
• ECE 5520 – Digital Communication Systems
• ECE 6530 – Digital Signal Processing
• ECE 6531 – Advanced Digital Signal Processing
• ECE 6580 – Implementation of Digital Signal Processing Systems
• CS/ECE 6720 – Analog Integrated Circuit Design
• CS/ECE 6740 – Computer-Aided Design of Digital Circuits
• CS/ECE 6745 – Testing and Verification of Digital Circuits
• CS/ECE 6750 – Synthesis and Verification of Async. VLSI Systems
• CS/ECE 6770 – Advanced Digital VLSI Systems Design
• CS/ECE 6780 – Embedded System Design
• CS/ECE 6785 – Advanced Embedded Software
• CS/ECE 6830 – VLSI Architecture
• CS/ECE 7810 – Advanced Architecture
• CS/ECE 7820 – Parallel Architecture

Additional courses on the program of study must be approved by the student’s committee.

Supervisory Committee

A student’s supervisory committee will guide the student’s graduate program and must be selected by the beginning of the second semester of study. If a student does not choose a committee, they will be placed with the default supervisory committee.

A supervisory committee consists of three faculty members. The chair of the committee is chosen by the student, and the two remaining members are assigned by the Graduate Committee.  Typically, the other members include one member from the Graduate Committee and the Department Associate Chair.

Any regular Electrical & Computer Engineering faculty member may serve as a supervisory committee chair. After the faculty member has agreed to chair a supervisory committee, the student should submit a completed Request for Supervisory Committee . The form can be re-submitted if an amendment needs to be made to the committee. The Graduate Committee approves all supervisory committee forms; final approval is granted by the Graduate School.

Report of Final Examination (Thesis)

Students must be registered for at least 3 credit hours in the semester in which they take an exam. The Research Comprehensive Exam and Final Oral Exam (oral thesis defense) may not be done during the same semester.

Research Comprehensive Examination (Thesis Proposal) M.S. candidates must take a Research Comprehensive Examination (thesis proposal) to be administered by their supervisory committee at a time determined by that committee, but no later than the third semester of study.

The candidate writes a proposal on their research in the NSF or NIH format which would include only the technical proposal and the vita sections. The page limit for the proposal should be 10 pages for M.S. students. The choice of which format to use would be based on the area of research. The faculty advisor would help the student choose. The following are the links to the NSF and NIH websites for their format information.

• NSF Preparing your Proposal
• NSF Grant Proposal Guide

This proposal should be submitted to the members of the candidate’s supervisory committee at least 2 weeks before the comprehensive exam.

Students must notify the ECE Graduate Coordinator at least four weeks before they are going to take the Research Comprehensive Examination. The Graduate Coordinator will inform the Graduate School after the exam has been taken.

Final Exam (Thesis Defense)

The Final Oral Examination (oral thesis defense) is conducted by the supervisory committee according to Graduate School regulations. A student will be passed only if the committee is satisfied that the thesis research and documentation are unquestionably of the quality that will bring distinction to the candidate and the department . The committee may request further work of the candidate before a final decision is made.

All students must understand that they are responsible for ensuring that the submitted thesis meets the requirements of the Graduate School for proper format. Ample help is available from the Graduate School Thesis and Dissertation Editor in the form of a Handbook for Theses and Dissertations as well as seminars. Theses with improper format will be rejected. When students send a draft to their committee, they must also upload their thesis for Preliminary Review to the Graduate School.

The student must contact the ECE Graduate Coordinator at least four weeks prior to the exam for assistance to schedule the date, time and location with the student’s Supervisory Committee. At least one week before the exam the student must provide the Graduate Coordinator with a copy of the abstract and title of the thesis. A Report of the Final Oral Examination and Thesis for the Master’s Degree form will be completed by the Graduate Coordinator for approval signatures during the defense and then submitted to the Graduate School.

Thesis Requirements

The supervisory committee must give preliminary approval of the thesis prior to the defense. The defense can be scheduled after this approval. The student must provide one copy of the thesis to the chair of the supervisory committee at least three weeks before the defense, and one copy to each of the other committee members at least two weeks prior to the defense.

After successfully defending the thesis, the student must upload the final version of their thesis to the Graduate School. You will be required to know the UNIDs of each of your faculty members. If you do not have these, you can contact the Graduate Coordinator .

Detailed policies and procedures concerning the thesis are contained in A Handbook for Theses and Dissertations published by the Graduate School.

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• Program of Study – resubmit form to amend
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The University of Utah seeks to provide a safe and healthy experience for students, employees, and others who make use of campus facilities. In support for this goal, the University has established confidential resources and support services to assist students who may have been affected by harassment, abusive relationships, or sexual misconduct. A detailed listing of University Resources for campus safety can be found at https://registrar.utah.edu/handbook/campussafety.php

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Department of Electronics and Computer Engineering

Undergraduate thesis archive.

This page lists all undergraduate theses in the Electronics Engineering (ECE) and Computer Engineering (CpE) programs.

This page lists all undergraduate theses in the Electronics  Engineering (ECE) and Computer Engineering (CpE) programs.

Computer Science Thesis Oral

April 22, 2024 10:00am — 12:00pm.

Location: In Person and Virtual - ET - Traffic21 Classroom, Gates Hillman 6501 and Zoom

Speaker: MARK GILLESPIE , Ph.D. Candidate, Computer Science Department, Carnegie Mellon University https://markjgillespie.com/

Evolving Intrinsic Triangulations

This thesis presents algorithms and data structures for performing robust computation on surfaces that evolve over time. Throughout scientific and geometric computing, surfaces are often modeled as triangle meshes. However, finding high-quality meshes remains a challenge because meshes play two distinct and often-conflicting roles: defining both the surface geometry and a space of functions on that surface.

One solution to this dilemma, which has proven quite powerful in recent years, is the use of intrinsic triangulations to decouple these two concerns. The key idea is that given a triangle mesh representing an input surface, one can find many alternative triangulations which encode the exact same intrinsic geometry but offer alternative function spaces to work in. This technique makes it easy to find high-quality intrinsic triangle meshes, sidestepping the tradeoffs of classical mesh construction. However, the fact that intrinsic triangulations exactly preserve the input geometry—one of the central benefits of the technique—also makes it challenging to apply to surfaces whose geometry changes over time.

In this thesis we relax the assumption of exact geometry preservation, allowing the intrinsic perspective to be applied to time-evolving surfaces. We take as examples the problems of mesh simplification and surface parameterization. In the case of mesh simplification, we provide a general-purpose data structure for intrinsic triangulations which share only the topological class of the input surface, but may feature different geometry. In the case of surface parameterization, we build more efficient data structures and algorithms for the special case where the geometry changes conformally, using a connection between discrete conformal maps and hyperbolic geometry. In both cases, we find that the intrinsic perspective leads to simple algorithms which are still robust and efficient on a variety of examples.

Thesis Committee: Keenan Crane (Chair) James McCann Ioannis Gkioulekas Boris Springborn (Technische Universität Berlin)

In Person and Zoom Participation.  See announcement.

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Computer engineering research papers/topics, case-based reasoning system for prediction of fuel consumption by haulage trucks in open–pit mines.

Abstract: The shovel-truck system is commonly used in open-pit mining operations. Truck haulage cost constitutes about 26% of open-pit mining costs as the trucks are mostly powered by diesel whose cost is escalating annually. Therefore, reducing fuel consumption could lead to a significant decrease in overall mining costs. Various methods have been proposed to improve fuel efficiency in open-pit mines. Case-based reasoning (CBR) can be used to estimate fuel consumption by haulage trucks. In ...

Meteorological influence on eLoran accuracy

Abstract: Stringent accuracy requirements need to be met for eLoran deployment in marine navigation and harbour entrance and approach. A good accuracy model is therefore required to predict the positioning accuracy at the user’s receiver locations. Accuracy depends on the variations of additional secondary factors (ASFs) and the primary factor delay. The changes in the air refractive index caused variations in the primary factor (PF) delay of the eLoran signal, and current eLoran accuracy ...

A Model for Providing List of Reliable Providers for Grid Computing

Abstract: Grid computing is an interconnected computer system, where machines share resources that are highly heterogeneous. Reliability is the probability that a process will successfully perform its prescribed task without any failure at a given point of time. Hence, ensuring reliable transactions plays a vital role in grid computing. The main objective of the paper is to develop a reliable and robust two way trust model for the Grid system. Thus the goals of this proposed trust model are ...

Query Processing with Respect to Location in Wireless Broadcasting

Abstract: The wireless communication involves a client server communication i.e. the client needs to send a request for performing a process; it can perform only after the response of the server. Large number of request will result the load balance in the server, which cause process delay. It has been resolved by using wireless broadcast client server communication. To communicate with server the client use fee based cellular type network to achieve a responsible operating range. For avoidin...

A preliminary application of a machine learning model for the prediction of the load variation in three-point bending tests based on acoustic emission signals

Abstract: The load variation during three-point bending (TPB) tests on prismatic Nestos (Greece) marble specimens instrumented by piezoelectric sensors is predicted using acoustic emission (AE) signals. The slope of the cumulative amplitude vs the predicted load curve is potentially useful for determining the forthcoming specimen failure as well as the indirect tensile strength of the material. The optimum artificial neural networks (ANN) model was selected based on a comparison of different...

Enhancing Personalization and Sales Conversion in E-Commerce: The Role of AI in the App Shop Experience

A shopping application that can be easily designed and built using the Flutter framework. “Shop AI” offers customers a good platform and efficient shopping experience in terms of convenience and functionality. this report focusing on the design and development framework. It explores application architecture and shows how Flutter’s versatility helps developers create cross-platform, responsive, and visually appealing user interfaces. Discover the main features of ”Shop AI” by searchi...

Algorithms and Data Structures Part 4: Searching and Sorting (Wikipedia Book 2014)

Searching 1 Search algorithm 1 Linear search 3 Binary search algorithm 6 Sorting 14 Sorting algorithm 14 Bubble sort 25 Quicksort 31 Merge sort 43 Insertion sort 52 Heapsort 59 References Article Sources and Contributors 66 Image Sources, Licenses and Contributors 68

E-Store Project Software Requirements Specification Version <4.0>

  Introduction The introduction of the Software Requirements Specification (SRS) provides an overview of the entire SRS with purpose, scope, definitions, acronyms, abbreviations, references and overview of the SRS. The aim of this document is to gather and analyze and give an in-depth insight of the complete Marvel Electronics and Home Entertainment software system by defining the problem statement in detail. Nevertheless, it also concentrates on the capabilities required by stakeholders and...

Skin Cancer Diagnostics with a Smartphone App

Melanoma is one of the deadliest types of skin cancer and can be difficult to treat when it's advanced. To reduce mortality rates, early detection is key. In order to do this, computer-aided systems have been developed to help dermatologists diagnose the condition. To make it more accessible to the public, researchers are working on creating portable, at-home diagnostic systems. An Android-based smartphone application utilizing image capture, preprocessing, and segmentation was developed to e...

Design Control and Monitoring System Of Water Distribution Networks

ABSTRACT  Nowadays, water distribution network automation is becoming more and more popular day by day due to its numerous advantages, an internet-based water distribution network system focuses on monitoring and controlling water distribution network instance. Water distribution network face wastage of water due to improper water supply management, non-monitoring in real time, this caused scarcity of water, scarcity of water consider mainly problem in cities. water distribution network auto...

2D Radar Antenna Orientation and Control

ABSTRACT The RADAR system is the first step and much more important and it has much more effect than the other step in the RADAR system works. The RADAR is used in different applications and systems, almost of these applications need high precision, and it's depending on the accuracy of RADAR ANTENNA orientation. Much research has been done and different systems designed to obtain a result within a permissible range. Design RADAR ANTENNA orientation and control system using FPGA and stepper m...

Design and Optimization of W-Tailored Optical Fiber

ABSTRACT  This research work studies the temperature effects in W-shaped core refractive index optical fiber. The work designs an optimized W-tailored optical fiber (OWTOF) that checks the effect of rising temperatures in W-tailored optical fiber (WTOF) for better communication. Initially, an introduction to the general concept of optical fibers including tailored optical fibers (TOF), temperature effects and models is presented as a background. This is followed by studies on existing litera...

Design of Digital Image Enhancement System Using Noise Filtering Techniques

ABSTRACT  Noise Reduction in digital image is one of the most important and difficult techniques in image research. The aim of Noise Reduction in digital image is to improve the visual appearance of an image, or to provide a better transform representation for another automated image processing. Many images like medical images, satellite images, aerial images and even real-life photographs suffer from viewing, removing blurring and noise, increasing contrast, etc. Reducing noise from the dig...

Design And Implementation Of An Automated Inventory Management System Case Study: Smart Shoppers Masaka

ABSTRACT The general purpose was to develop an efficient Inventory Management System (IMS) that improves service delivery at Smart shoppers’ Masaka. The main objectives were to collect and analyze user requirements that provide the researchers with enough information of what the system users want the system to accomplish, to design an Automated Inventory Management System, to implement a prototype and to test and validate the designed prototype. The methodology used includes Interviews, Que...

Inspired Safari Adventures Official Website

ABSTRACT This project is aimed to work as one of the marketing procedures and cores for Inspired Safari Adventures which acts as a general online website were the all public can view and understand more about the company. The users of this website are generally all the people who want to know about Inspired Safari Adventures in reference to the website components for example understanding the company location activities and so much more as illustrated in the website. The other users include i...

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PhD Defense: Feedback for Vision

IRB IRB-4105

This thesis explores the application of feedback in image and action understanding, as well as video monitoring. It introduces Mid-Vision Feedback (MVF), a mechanism that modulates perception based on high-level categorical expectations, enhancing accuracy and contextual consistency in object classification. This approach is extended to action understanding through Sub-Action Modulation (SAM), which incorporates context into action interpretation by hierarchically grouping action primitives. SAM demonstrates superior performance over various video understanding architectures, improving action recognition and anticipation accuracies. Additionally, a configurable perception pipeline architecture, the Image Surveillance Assistant (ISA), is presented to aid watchstanders in video surveillance tasks by integrating human-specified expectations into the perceptual loop. Lastly, taking inspiration from contextual contrasting in MVF, a learning formulation for motion and context separation is proposed, showing improvements in action recognition and anticipation accuracies across multiple datasets.

Examining Committee

Dr. John Aloimonos

Dean's Representative:

Dr. Shihab Shamma

Dr. Cornelia Fermüller

Dr. Dinesh Manocha

Dr. Ramani Duraiswami

Master’s Thesis Presentation • Software Engineering • Simplifying Crash-Triggering Event Sequence for Android Apps

Please note: this master’s thesis presentation will take place in dc 2310 and online..

Aryan Haddady, Master’s candidate David R. Cheriton School of Computer Science

Supervisor : Professor Chengnian Sun

Test input minimization, which is minimizing the size of a test input without losing any important outcome such as the emergence of a crash, has been a subject of extensive research, due to its importance in the facilitation of the debugging process. A notable proposed approach is Delta Debugging in which the portions of the input are iteratively removed to see which portions are responsible for the crash. After the introduction of Delta Debugging, several enhancements have been suggested for the Delta Debugging algorithm, including Hierarchical Delta Debugging (HDD) and Balanced Hierarchical Delta Debugging (BHDD). These algorithms operate on hierarchical event series and improve the speed of Delta Debugging by applying it at each level rather than on the whole series. In this work, the HDD and BHDD algorithms were implemented on an Android automatic GUI testing tool named APE. The tool demonstrated its ability to reduce the gathered traces to significantly shorter traces without the disappearance of the original crash.

To attend this master’s thesis presentation in person, please go to DC 2310. You can also attend virtually using Zoom at https://uwaterloo.zoom.us/j/95861365604 .

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The University of Waterloo acknowledges that much of our work takes place on the traditional territory of the Neutral, Anishinaabeg and Haudenosaunee peoples. Our main campus is situated on the Haldimand Tract, the land granted to the Six Nations that includes six miles on each side of the Grand River. Our active work toward reconciliation takes place across our campuses through research, learning, teaching, and community building, and is co-ordinated within the Office of Indigenous Relations .

Computer Science Thesis Oral

April 26, 2024 3:00pm — 5:00pm.

Location: In Person - Newell-Simon Hall 3002

Speaker: BYUNGSOO JEON , Ph.D. Candidate, Computer Science Department, Carnegie Mellon University https://madfunmaker.github.io/

Automated and Portable Machine Learning System

The explosive popularity of Machine Learning (ML) drives the rapid advance in ML models, systems, and hardware. Nevertheless, it remains challenging and labor-intensive to quickly adapt existing ML systems to new models and hardware to maximize performance. We observe that it is attributed to existing ML systems falling short in portability and automatability across several crucial layers of a system stack. However, building a portable ML system requires non-trivial modeling of intricate commonalities and differences of diverse ML models or platforms. In addition, automating ML system layers introduces the challenge of designing practical search space and search algorithms to customize optimizations to a given model and hardware.

In this thesis, we aim to tackle the challenges above of building an automated and portable ML system with a focus on crucial ML system layers. Specifically, the thesis explores ways to build an efficient system that automates 1) integration of ML backends and 2) ML parallelisms and makes them more portable. We develop a user interface and system stack to be more portable across different backends and underlying hardware. We also design practical search space and algorithms to automate backend placement and parallelism.

Thesis Committee:

Tianqi Chen (Co-chair) Zhihao Jia (Co-chair) Gregory R. Ganger Luis Ceze (University of Washington)  

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Zhiru Zhang, Niansong Zhang, and Hongzheng Chen receive Best Paper Award at the International Symposium on Field-Programmable Gate Arrays

Zhiru Zhang and his students, Niansong Zhang and Hongzheng Chen, received the Best Paper Award at the International Symposium on Field-Programmable Gate Arrays for their work   "Formal Verification of Source-to-Source Transformations for HLS" . This research is a collaboration with with Colorado State University.

The International Symposium on Field-Programmable Gate Arrays (FPGA) is a premier conference for presentation of advances in FPGA technology.

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Center for Technology Licensing program continues to fund early-stage Cornell lab innovations

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