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Computer Science Dissertations and Theses

Theses/dissertations from 2023 2023.

A Deep Hierarchical Variational Autoencoder for World Models in Complex Reinforcement Learning Environments , Sriharshitha Ayyalasomayajula (Thesis)

Toward Efficient Rendering: A Neural Network Approach , Qiqi Hou (Dissertation)

Implementing a Functional Logic Programming Language via the Fair Scheme , Andrew Michael Jost (Dissertation)

Multi-Agent Deep Reinforcement Learning for Radiation Localization , Benjamin Scott Totten (Thesis)

Theses/Dissertations from 2022 2022

Using Intrinsically-Typed Definitional Interpreters to Verify Compiler Optimizations in a Monadic Intermediate Language , Dani Barrack (Thesis)

An Automated Zoom Class Session Analysis Tool to Improve Education , Jack Arlo Cannon II (Thesis)

Scaling EPA-RIMM with Multicore System Management Interrupt Handlers , Alexander K. Freed (Thesis)

Unpaired Style Transfer Conditional Generative Adversarial Network for Scanned Document Generation , David Jonathan Hawbaker (Thesis)

Toward Analyzing the Diversity of Extractive Summaries , Aaron David Hudson (Thesis)

Making Curry with Rice: An Optimizing Curry Compiler , Steven Libby (Dissertation)

Domain Knowledge as Motion-Aware Inductive Bias for Deep Video Synthesis: Two Case Studies , Long Mai (Dissertation)

Theses/Dissertations from 2021 2021

Efficient Neuromorphic Algorithms for Gamma-Ray Spectrum Denoising and Radionuclide Identification , Merlin Phillip Carson (Thesis)

Storing Intermediate Results in Space and Time: SQL Graphs and Block Referencing , Basem Ibrahim Elazzabi (Dissertation)

Automated Test Generation for Validating SystemC Designs , Bin Lin (Dissertation)

Forecasting Optimal Parameters of the Broken Wing Butterfly Option Strategy Using Differential Evolution , David Munoz Constantine (Thesis)

Situate: An Agent-Based System for Situation Recognition , Max Henry Quinn (Dissertation)

Theses/Dissertations from 2020 2020

Multiple Diagram Navigation , Hisham Benotman (Dissertation)

Smart Contract Vulnerabilities on the Ethereum Blockchain: a Current Perspective , Daniel Steven Connelly (Thesis)

Extensible Performance-Aware Runtime Integrity Measurement , Brian G. Delgado (Dissertation)

Novel View Synthesis - a Neural Network Approach , Hoang Le (Dissertation)

Exploring the Potential of Sparse Coding for Machine Learning , Sheng Yang Lundquist (Dissertation)

Workflow Critical Path: a Data-Oriented Path Metric for Holistic HPC Workflows , Daniel D. Nguyen (Thesis)

Novel View Synthesis in Time and Space , Simon Niklaus (Dissertation)

Balancing Security, Performance and Deployability in Encrypted Search , David Joel Pouliot (Dissertation)

Theses/Dissertations from 2019 2019

A Secure Anti-Counterfeiting System using Near Field Communication, Public Key Cryptography, Blockchain, and Bayesian Games , Naif Saeed Alzahrani (Dissertation)

Spectral Clustering for Electrical Phase Identification Using Advanced Metering Infrastructure Voltage Time Series , Logan Blakely (Thesis)

Local Radiance , Scott Peter Britell (Dissertation)

Correct-by-Construction Typechecking with Scope Graphs , Katherine Imhoff Casamento (Thesis)

Versatile Binary-level Concolic Testing , Bo Chen (Dissertation)

Crumpled and Abraded Encryption: Implementation and Provably Secure Construction , Scott Sherlock Griffy (Thesis)

Knowing Without Knowing: Real-Time Usage Identification of Computer Systems , Leila Mohammed Hawana (Thesis)

Design and Experimental Evaluation of DeepMarket: an Edge Computing Marketplace with Distributed TensorFlow Execution Capability , Soyoung Kim (Thesis)

Localizing Little Landmarks with Transfer Learning , Sharad Kumar (Thesis)

Context-Aware Wi-Fi Infrastructure-based Indoor Positioning Systems , Huy Phuong Tran (Dissertation)

Theses/Dissertations from 2018 2018

Bounding Box Improvement with Reinforcement Learning , Andrew Lewis Cleland (Thesis)

Sensing Building Structure Using UWB Radios for Disaster Recovery , Jeong Eun Lee (Dissertation)

Annotation-Enabled Interpretation and Analysis of Time-Series Data , Niveditha Venugopal (Thesis)

EPA-RIMM-V: Efficient Rootkit Detection for Virtualized Environments , Tejaswini Ajay Vibhute (Thesis)

Theses/Dissertations from 2017 2017

Improved Scoring Models for Semantic Image Retrieval Using Scene Graphs , Erik Timothy Conser (Thesis)

Refining Bounding-Box Regression for Object Localization , Naomi Lynn Dickerson (Thesis)

Fully Generic Programming Over Closed Universes of Inductive-Recursive Types , Larry Diehl (Dissertation)

Communicating at Terahertz Frequencies , Farnoosh Moshirfatemi (Dissertation)

Designing In-Headset Authoring Tools for Virtual Reality Video , Cuong Nguyen (Dissertation)

Certifying Loop Pipelining Transformations in Behavioral Synthesis , Disha Puri (Dissertation)

Power-Aware Datacenter Networking and Optimization , Qing Yi (Dissertation)

Theses/Dissertations from 2016 2016

Identifying Relationships between Scientific Datasets , Abdussalam Alawini (Dissertation)

Information Representation and Computation of Spike Trains in Reservoir Computing Systems with Spiking Neurons and Analog Neurons , Amin Almassian (Thesis)

Investigations of an "Objectness" Measure for Object Localization , Lewis Richard James Coates (Thesis)

Image Stitching: Handling Parallax, Stereopsis, and Video , Fan Zhang (Dissertation)

Theses/Dissertations from 2015 2015

Novel Methods for Learning and Adaptation in Chemical Reaction Networks , Peter Banda (Dissertation)

Post-silicon Functional Validation with Virtual Prototypes , Kai Cong (Dissertation)

Novel Cryptographic Primitives and Protocols for Censorship Resistance , Kevin Patrick Dyer (Dissertation)

Hardware/Software Interface Assurance with Conformance Checking , Li Lei (Dissertation)

Leveraging Contextual Relationships Between Objects for Localization , Clinton Leif Olson (Thesis)

The Performance of Random Prototypes in Hierarchical Models of Vision , Kendall Lee Stewart (Thesis)

Tweakable Ciphers: Constructions and Applications , Robert Seth Terashima (Dissertation)

Scalable Equivalence Checking for Behavioral Synthesis , Zhenkun Yang (Dissertation)

Theses/Dissertations from 2014 2014

The Nax Language: Unifying Functional Programming and Logical Reasoning in a Language based on Mendler-style Recursion Schemes and Term-indexed Types , Ki Yung Ahn (Dissertation)

Using Spammers' Computing Resources for Volunteer Computing , Thai Le Quy Bui (Thesis)

Towards Constructing Interactive Virtual Worlds , Francis Chang (Dissertation)

System-wide Performance Analysis for Virtualization , Deron Eugene Jensen (Thesis)

Advances in Piecewise Smooth Image Reconstruction , Ralf Juengling (Dissertation)

Interpretable Machine Learning and Sparse Coding for Computer Vision , Will Landecker (Dissertation)

Optimizing Data Movement in Hybrid Analytic Systems , Patrick Michael Leyshock (Dissertation)

Ranked Similarity Search of Scientific Datasets: An Information Retrieval Approach , Veronika Margaret Megler (Dissertation)

Using GIST Features to Constrain Search in Object Detection , Joanna Browne Solmon (Thesis)

The Role of Prototype Learning in Hierarchical Models of Vision , Michael David Thomure (Dissertation)

Theses/Dissertations from 2013 2013

Object Detection and Recognition in Natural Settings , George William Dittmar (Thesis)

Trust-but-Verify: Guaranteeing the Integrity of User-generated Content in Online Applications , Akshay Dua (Dissertation)

Equivalence Checking for High-Assurance Behavioral Synthesis , Kecheng Hao (Dissertation)

Type Classes and Instance Chains: A Relational Approach , John Garrett Morris (Dissertation)

Theses/Dissertations from 2012 2012

Using Dataflow Optimization Techniques with a Monadic Intermediate Language , Justin George Bailey (Thesis)

A Survey and Analysis of Solutions to the Oblivious Memory Access Problem , Erin Elizabeth Chapman (Thesis)

A Data-Descriptive Feedback Framework for Data Stream Management Systems , Rafael J. Fernández Moctezuma (Dissertation)

Extending Relativistic Programming to Multiple Writers , Philip William Howard (Dissertation)

The Basic Scheme for the Evaluation of Functional Logic Programs , Arthur Peters (Thesis)

The Link Between Image Segmentation and Image Recognition , Karan Sharma (Thesis)

Relativistic Causal Ordering A Memory Model for Scalable Concurrent Data Structures , Josh Triplett (Dissertation)

Theses/Dissertations from 2011 2011

Conceptual Modeling of Data with Provenance , David William Archer (Dissertation)

Low-latency Estimates for Window-Aggregate Queries over Data Streams , Amit Bhat (Thesis)

Information Processing in Two-Dimensional Cellular Automata , Martin Cenek (Dissertation)

Scalable and Efficient Tasking for Dynamic Sensor Networks , Thanh Xuan Dang (Dissertation)

On the Effect of Topology on Learning and Generalization in Random Automata Networks , Alireza Goudarzi (Thesis)

HOLCF '11: A Definitional Domain Theory for Verifying Functional Programs , Brian Charles Huffman (Dissertation)

A Functional Approach to Memory-Safe Operating Systems , Rebekah Leslie (Dissertation)

Factoring Semiprimes Using PG2N Prime Graph Multiagent Search , Keith Eirik Wilson (Thesis)

High Speed Wireless Networking for 60GHz , Candy Yiu (Dissertation)

Theses/Dissertations from 2010 2010

Extensible Scheduling in a Haskell-based Operating System , Kenneth William Graunke (Thesis)

Addressing Automated Adversaries of Network Applications , Edward Leo Kaiser (Dissertation)

An Automata-Theoretic Approach to Hardware/Software Co-verification , Juncao Li (Dissertation)

Practical Type Inference for the GADT Type System , Chuan-kai Lin (Dissertation)

Scalable event tracking on high-end parallel systems , Kathryn Marie Mohror (Dissertation)

Performance Analysis of Hybrid CPU/GPU Environments , Michael Shawn Smith (Thesis)

Theses/Dissertations from 2009 2009

Computational Techniques for Reducing Spectra of the Giant Planets in Our Solar System , Holly L. Grimes (Thesis)

Programmer Friendly Refactoring Tools , Emerson Murphy-Hill (Dissertation)

A Framework for Superimposed Applications : Techniques to Represent, Access, Transform, and Interchange Bi-level Information , Sudarshan Srivivasa Murthy (Dissertation)

Graphical User Interfaces as Updatable Views , James Felger Terwilliger (Dissertation)

Theses/Dissertations from 2008 2008

Window Queries Over Data Streams , Jin Li (Dissertation)

Irrelevance, Polymorphism, and Erasure in Type Theory , Richard Nathan Mishra-Linger (Dissertation)

Semantic Components: A Model for Enhancing Retrieval of Domain- Specific Information , Susan Loucette Price (Dissertation)

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Home > CICS > CS > CS_DISS

Computer Science

Computer Science Department Dissertations Collection

Dissertations from 2023 2023.

Learning from Sequential User Data: Models and Sample-efficient Algorithms , Computer Science

An Introspective Approach for Competence-Aware Autonomy , Connor Basich, Computer Science

IMPROVING USER EXPERIENCE BY OPTIMIZING CLOUD SERVICES , Ishita Dasgupta, Computer Science

Automating the Formal Verification of Software , Emily First, Computer Science

Rigorous Experimentation For Reinforcement Learning , Scott M. Jordan, Computer Science

Emerging Trustworthiness Issues in Distributed Learning Systems , Hamid Mozaffari, Computer Science

Evidence Assisted Learning for Clinical Decision Support Systems , Bhanu Pratap Singh Rawat, Computer Science

DESIGN AND ANALYSIS OF CONTENT CACHING SYSTEMS , Anirudh Sabnis, Computer Science

Data-driven Modeling and Analytics for Greening the Energy Ecosystem , John Wamburu, Computer Science

LEARNING TO RIG CHARACTERS , Zhan Xu, Computer Science

GRAPH REPRESENTATION LEARNING WITH BOX EMBEDDINGS , Dongxu Zhang, Computer Science

Dissertations from 2022 2022

COMBINATORIAL ALGORITHMS FOR GRAPH DISCOVERY AND EXPERIMENTAL DESIGN , Raghavendra K. Addanki, Computer Science

MEASURING NETWORK INTERFERENCE AND MITIGATING IT WITH DNS ENCRYPTION , Seyed Arian Akhavan Niaki, Computer Science

Few-Shot Natural Language Processing by Meta-Learning Without Labeled Data , Trapit Bansal, Computer Science

Communicative Information Visualizations: How to make data more understandable by the general public , Alyxander Burns, Computer Science

REINFORCEMENT LEARNING FOR NON-STATIONARY PROBLEMS , Yash Chandak, Computer Science

Modeling the Multi-mode Distribution in Self-Supervised Language Models , Haw-Shiuan Chang, Computer Science

Nonparametric Contextual Reasoning for Question Answering over Large Knowledge Bases , Rajarshi Das, Computer Science

Languages and Compilers for Writing Efficient High-Performance Computing Applications , Abhinav Jangda, Computer Science

Controllable Neural Synthesis for Natural Images and Vector Art , Difan Liu, Computer Science

Probabilistic Commonsense Knowledge , Xiang Li, Computer Science

DISTRIBUTED LEARNING ALGORITHMS: COMMUNICATION EFFICIENCY AND ERROR RESILIENCE , Raj Kumar Maity, Computer Science

Practical Methods for High-Dimensional Data Publication with Differential Privacy , Ryan H. McKenna, Computer Science

Incremental Non-Greedy Clustering at Scale , Nicholas Monath, Computer Science

High-Quality Automatic Program Repair , Manish Motwani, Computer Science

Unobtrusive Assessment of Upper-Limb Motor Impairment Using Wearable Inertial Sensors , Brandon R. Oubre, Computer Science

Mixture Models in Machine Learning , Soumyabrata Pal, Computer Science

Decision Making with Limited Data , Kieu My Phan, Computer Science

Neural Approaches for Language-Agnostic Search and Recommendation , Hamed Rezanejad Asl Bonab, Computer Science

Low Resource Language Understanding in Voice Assistants , Subendhu Rongali, Computer Science

Enabling Daily Tracking of Individual’s Cognitive State With Eyewear , Soha Rostaminia, Computer Science

LABELED MODULES IN PROGRAMS THAT EVOLVE , Anil K. Saini, Computer Science

Reliable Decision-Making with Imprecise Models , Sandhya Saisubramanian, Computer Science

Data Scarcity in Event Analysis and Abusive Language Detection , Sheikh Muhammad Sarwar, Computer Science

Representation Learning for Shape Decomposition, By Shape Decomposition , Gopal Sharma, Computer Science

Metareasoning for Planning and Execution in Autonomous Systems , Justin Svegliato, Computer Science

Approximate Bayesian Deep Learning for Resource-Constrained Environments , Meet Prakash Vadera, Computer Science

ANSWER SIMILARITY GROUPING AND DIVERSIFICATION IN QUESTION ANSWERING SYSTEMS , Lakshmi Nair Vikraman, Computer Science

Dissertations from 2021 2021

Neural Approaches to Feedback in Information Retrieval , Keping Bi, Computer Science

Sociolinguistically Driven Approaches for Just Natural Language Processing , Su Lin Blodgett, Computer Science

Enabling Declarative and Scalable Prescriptive Analytics in Relational Data , Matteo Brucato, Computer Science

Neural Methods for Answer Passage Retrieval over Sparse Collections , Daniel Cohen, Computer Science

Utilizing Graph Structure for Machine Learning , Stefan Dernbach, Computer Science

Enhancing Usability and Explainability of Data Systems , Anna Fariha, Computer Science

Algorithms to Exploit Data Sparsity , Larkin H. Flodin, Computer Science

3D Shape Understanding and Generation , Matheus Gadelha, Computer Science

Robust Algorithms for Clustering with Applications to Data Integration , Sainyam Galhotra, Computer Science

Improving Evaluation Methods for Causal Modeling , Amanda Gentzel, Computer Science

SAFE AND PRACTICAL MACHINE LEARNING , Stephen J. Giguere, Computer Science

COMPACT REPRESENTATIONS OF UNCERTAINTY IN CLUSTERING , Craig Stuart Greenberg, Computer Science

Natural Language Processing for Lexical Corpus Analysis , Abram Kaufman Handler, Computer Science

Social Measurement and Causal Inference with Text , Katherine A. Keith, Computer Science

Concentration Inequalities in the Wild: Case Studies in Blockchain & Reinforcement Learning , A. Pinar Ozisik, Computer Science

Resource Allocation in Distributed Service Networks , Nitish Kumar Panigrahy, Computer Science

History Modeling for Conversational Information Retrieval , Chen Qu, Computer Science

Design and Implementation of Algorithms for Traffic Classification , Fatemeh Rezaei, Computer Science

SCALING DOWN THE ENERGY COST OF CONNECTING EVERYDAY OBJECTS TO THE INTERNET , Mohammad Rostami, Computer Science

Deep Learning Models for Irregularly Sampled and Incomplete Time Series , Satya Narayan Shukla, Computer Science

Traffic engineering in planet-scale cloud networks , Rachee Singh, Computer Science

Video Adaptation for High-Quality Content Delivery , Kevin Spiteri, Computer Science

Learning from Limited Labeled Data for Visual Recognition , Jong-Chyi Su, Computer Science

Human Mobility Monitoring using WiFi: Analysis, Modeling, and Applications , Amee Trivedi, Computer Science

Geometric Representation Learning , Luke Vilnis, Computer Science

Understanding of Visual Domains via the Lens of Natural Language , Chenyun Wu, Computer Science

Towards Practical Differentially Private Mechanism Design and Deployment , Dan Zhang, Computer Science

Audio-driven Character Animation , Yang Zhou, Computer Science

Dissertations from 2020 2020

Noise-Aware Inference for Differential Privacy , Garrett Bernstein, Computer Science

Motion Segmentation - Segmentation of Independently Moving Objects in Video , Pia Katalin Bideau, Computer Science

An Empirical Assessment of the Effectiveness of Deception for Cyber Defense , Kimberly J. Ferguson-Walter, Computer Science

Integrating Recognition and Decision Making to Close the Interaction Loop for Autonomous Systems , Richard Freedman, Computer Science

Improving Reinforcement Learning Techniques by Leveraging Prior Experience , Francisco M. Garcia, Computer Science

Optimization and Training of Generational Garbage Collectors , Nicholas Jacek, Computer Science

Understanding the Dynamic Visual World: From Motion to Semantics , Huaizu Jiang, Computer Science

Improving Face Clustering in Videos , SouYoung Jin, Computer Science

Reasoning About User Feedback Under Identity Uncertainty in Knowledge Base Construction , Ariel Kobren, Computer Science

Learning Latent Characteristics of Data and Models using Item Response Theory , John P. Lalor, Computer Science

Higher-Order Representations for Visual Recognition , Tsung-Yu Lin, Computer Science

Learning from Irregularly-Sampled Time Series , Steven Cheng-Xian Li, Computer Science

Dynamic Composition of Functions for Modular Learning , Clemens GB Rosenbaum, Computer Science

Improving Visual Recognition With Unlabeled Data , Aruni Roy Chowdhury, Computer Science

Deep Neural Networks for 3D Processing and High-Dimensional Filtering , Hang Su, Computer Science

Towards Optimized Traffic Provisioning and Adaptive Cache Management for Content Delivery , Aditya Sundarrajan, Computer Science

The Limits of Location Privacy in Mobile Devices , Keen Yuun Sung, Computer Science

ALGORITHMS FOR MASSIVE, EXPENSIVE, OR OTHERWISE INCONVENIENT GRAPHS , David Tench, Computer Science

System Design for Digital Experimentation and Explanation Generation , Emma Tosch, Computer Science

Performance Evaluation of Classical and Quantum Communication Systems , Gayane Vardoyan, Computer Science

Probabilistic Inference with Generating Functions for Population Dynamics of Unmarked Individuals , Kevin Winner, Computer Science

Computational Approaches to Assisting Patients' Medical Comprehension from Electronic Health Records , Jiaping Zheng, Computer Science

Dissertations from 2019 2019

Neural Generative Models and Representation Learning for Information Retrieval , Qingyao Ai, Computer Science

Poetry: Identification, Entity Recognition, and Retrieval , John J. Foley IV, Computer Science

FROM OPTIMIZATION TO EQUILIBRATION: UNDERSTANDING AN EMERGING PARADIGM IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING , Ian Gemp, Computer Science

Energy-Aware Algorithms for Greening Internet-Scale Distributed Systems Using Renewables , Vani Gupta, Computer Science

Scalable Data-driven Modeling and Analytics for Smart Buildings , Srinivasan Iyengar, Computer Science

PROBABILISTIC MODELS FOR IDENTIFYING AND EXPLAINING CONTROVERSY , Myungha Jang, Computer Science

Game-Assisted Rehabilitation for Post-Stroke Survivors , Hee-Tae Jung, Computer Science

Hierarchical Belief Spaces for Autonomous Mobile Manipulation , Michael W. Lanighan, Computer Science

Software-Defined Infrastructure for IoT-based Energy Systems , Stephen Lee, Computer Science

Tools for Tutoring Theoretical Computer Science Topics , Mark McCartin-Lim, Computer Science

DATA-DRIVEN APPROACH TO IMAGE CLASSIFICATION , Venkatesh NarasimhaMurthy, Computer Science

MACHINE LEARNING METHODS FOR PERSONALIZED HEALTH MONITORING USING WEARABLE SENSORS , Annamalai Natarajan, Computer Science

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Computer Science Department Dissertations

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Home > College of Arts and Sciences > Computer Science > CS_DISS

Computer Science Dissertations

Dissertations from 2023 2023.

Utilizing Multi-modal Weak Signals to Improve User Stance Inference in Social Media , T M Miuru Bhashithe Abeysinghe

Bioinformatics Tools for RNA-seq Data Analysis , Akram Sadat Hosseini

UAS Path Planning for Dynamical Wildfire Monitoring with Uneven Importance , S M Towhidul Islam

Automated Discovery of Candidate Simulation Models for Steering Behavior Simulation , Hai Le

User-centric privacy preservation in Internet of Things Networks , Akshita Maradapu Vera Venkata Sai

Computational Methods for Assessment and Prediction of Viral Evolutionary and Epidemiological Dynamics , Fatemeh Mohebbi

Towards non-vascular fundus image analysis and disease detection , Saeid Motevali

Expectation Maximization Methods for Metabolic Pathway Analysis , Filipp Rondel

An Actor-Centric Approach to Facial Animation Control by Neural Networks For Non-Player Characters in Video Games , Sheldon Schiffer

Towards Privacy Preservation of Federated Learning in Artificial Intelligence of Things , Zuobin Xiong

Dissertations from 2022 2022

Applying Data Mining Algorithms on Open Source Intelligence to Combat Cyber Crime , Xucan Chen

Towards Complete Ocular Disease Diagnosis in Color Fundus Image , Aashis Khanal

Towards Robust and Interpretable Deep Learning , Xiang Li

Spatio-temporal Deep Learning Architectures for Data-Driven Learning of Brain’s Network Connectivity , Usman Mahmood

Towards General AI using Continual, Active Learning in Large and Few Shot Domains , Jaya Krishna Mandivarapu

Towards Data-centric Artificial Intelligence with Flexible Photorealistic Simulations , Mehdi Mousavi

Service Function Protection in Network Function Virtualization , Chengzong Peng

Deep Interpretability Methods for Neuroimaging , Md Mahfuzur Rahman

Improved Visible Light Communication Receiver Performance by Leveraging the Spatial Dimension , MD Rashed Rahman

When Silver Is As Good As Gold: Using Weak Supervision to Train Machine Learning Models on Social Media Data , Venkata Rukmini Ramya Tekumalla

Image Based Attack and Protection on Secure-Aware Deep Learning , Peng Wang

Hybrid Energy-based Models for Image Generation and Classification , Xiulong Yang

A Measurement Study of Live 360 Video Streaming Systems , Jun Yi

Dissertations from 2021 2021

Machine Learning of Scientific Events: Classification, Detection, and Verification , Azim Ahmadzadeh

Machine Learning Methods for Effectively Discovering Complex Relationships in Graph Data , Thosini K. Bamunu Mudiyanselage

Detection and Prediction of Distributed Denial of Service Attacks using Deep Learning , Christopher Freas

Bioinformatics Methods For Studying Intra-Host and Inter-Host Evolution Of Highly Mutable Viruses , Pelin Burcak Icer

Infant Cry Signal Processing, Analysis, and Classification with Artificial Neural Networks , Chunyan Ji

Methods for Viral Intra-Host and Inter-Host Data Analysis for Next-Generation Sequencing Technologies , Sergey Knyazev

Graph Mining and Its Applications in Online Social Networks , Xueting Liao

Algorithms for analysis of next-generation viral sequencing data , Andrii Melnyk

Visual Analytics Of Sports Data , Shiraj Pokharel

Analyzing Tweets For Predicting Mental Health States Using Data Mining And Machine Learning Algorithms , SUDHA TUSHARA Sadasivuni

Data Efficient Learning: Towards Reducing Risk and Uncertainty of Data Driven Learning Paradigm , Krishanu Sarker

Information retrieval from graphs with feature engineering , Dhara Shah

Algorithms for Analysis of Heterogeneous Cancer and Viral Populations Using High-Throughput Sequencing Data , Viachaslau Tsyvina

Privacy Protection For Visual Data Against Deep Learning Based Computer Vision Models , Jishen Yang

Spam Detection in Social Media With Privacy Protection , Fengpan Zhao

Network Function Virtualization Service Delivery In Future Internet , Danyang Zheng

Privacy Preservation & Security Solutions in Blockchain Network , Saide Zhu

Dissertations from 2020 2020

Advances in Deep Learning through Gradient Amplification and Applications , Sunitha Basodi

Biomedical Data Classification with Improvised Deep Learning Architectures , Heta Desai

Time Series Mining: Shapelet Discovery, Ensembling, and Applications , Soukaina Filali Boubrahimi

Learning Interpretable Features of Graphs and Time Series Data , Shah Muhammad Hamdi

Deep Functional Mapping For Predicting Cancer Outcome , A.K.M. Kamrul Islam

Education Research Using Data Mining and Machine Learning with Computer Science Undergraduates , William Gregory Johnson

Clustering of Time Series Data: Measures, Methods, and Applications , Ruizhe Ma

Deep Architectures for Visual Recognition and Description , Anuja Perunninakulath Parameshwaran

Privacy Preserving User Data Publication In Social Networks , Madhuri Siddula

A Large Scale Deep Learning Application for Protein Structure Prediction and Analysis , Chinua Umoja

Methods for Improving Time and Accuracy in Deep Learning and Its Applications , Xueli Xiao

Dissertations from 2019 2019

Enterprise Data Mining & Machine Learning Framework on Cloud Computing for Investment Platforms , Narasimharao V. Casturi

Collaborative Edge Computing in Mobile Internet of Things , Ravishankar Chamarajnagar

Multicast Aware Virtual Network Embedding in Software Defined Networks , Evrim Guler

Game Theory Based Privacy Protection for Context-Aware Services , Yan Huang

Towards AI-Assisted Disease Diagnosis: Learning Deep Feature Representations for Medical Image Analysis , Jyoti Islam

High Performance Frequent Subgraph Mining on Transactional Datasets , Bismita Jena

A New Scalable, Portable, and Memory-Efficient Predictive Analytics Framework for Predicting Time-to-Event Outcomes in Healthcare , Ramesh Manyam

Animating Predator and Prey Fish Interactions , Sahithi Podila

Dissertations from 2018 2018

A Heterogeneous High Performance Computing Framework For Ill-Structured Spatial Join Processing , Danial Aghajarian

Incentive Mechanism Design in Mobile Crowdsensing Systems , Zhuojun Duan

Privacy Preserving Data Publishing , Zaobo He

Service Function Graph Design And Embedding In Next Generation Internet , Maryamsadat Jalalitabar

Sparse Coding for Event Tracking and Image Retrieval , Dustin J. Kempton

Privacy Leakage through Sensory Data on Smart Devices , Yi Liang

Manual and Automatic Translation From Sequential to Parallel Programming On Cloud Systems , Bing Li

Data Collection and Aggregation in Mobile Sensing , Ji Li

Assembly, quantification, and downstream analysis for high trhoughput sequencing data , Igor Mandric

Enhancing Automatic Annotation for Optimal Image Retrieval , Mohamed Masoud

Computational Complexity And Algorithms For Dirty Data Evaluation And Repairing , Dongjing Miao

Privacy-Preserved Linkable Social-Physical Data Publication , Xu Zheng

Dissertations from 2017 2017

Methods for Viral Population Analysis , Alexander Artyomenko

Discovery of Spatiotemporal Event Sequences , Berkay Aydin

SiMAMT: A Framework for Strategy-Based Multi-Agent Multi-Team Systems , Dennis Michael Franklin

Analysis of NGS Data from Immune Response and Viral Samples , Ekaterina Gerasimov

Influence Analysis towards Big Social Data , Meng Han

Handling Inconsistency in Knowledge Bases , Badrinath Jayakumar

Towards Data-driven Simulation Modeling for Mobile Agent-based Systems , Nicholas Aiden Keller

Full-View Coverage Problems in Camera Sensor Networks , Chaoyang Li

A Multi-label Text Classification Framework: Using Supervised and Unsupervised Feature Selection Strategy , Long Ma

An Automated System for the Assessment and Ranking of Domain Ontologies , Melinda H. McDaniel

Machine Learning Methods for Finding Textual Features of Depression from Publications , Zhibo Wang

Sequential Monte Carlo Based Data Assimilation Framework and Toolkit for Dynamic System Simulations , Peisheng Wu

New data analytics and visualization methods in personal data mining, cancer data analysis and sports data visualization , Lei Zhang

Dissertations from 2016 2016

Distributed Graph Storage And Querying System , Janani Balaji

Building Robust Distributed Infrastructure Networks , Brendan Benshoof

Computational Methods for Sequencing and Analysis of Heterogeneous RNA Populations , Olga Glebova

Text and Spatial-Temporal Data Visualization , Xi He

Decentralized Convex Optimization for Wireless Sensor Networks , Goutham Kamath

Content Dissemination in Mobile Social Networks , Chenguang Kong

Multi Domain Semantic Information Retrieval Based on Topic Model , Sanghoon Lee

Data Dissemination And Information Diffusion In Social Networks , Guoliang Liu

Data Assimilation for Spatial Temporal Simulations Using Localized Particle Filtering , Yuan Long

Privacy Preserving Data Mining For Horizontally Distributed Medical Data Analysis , Yunmei Lu

Building Occupancy Simulation and Data Assimilation Using a Graph Based Agent Oriented Model , Sanish Rai

Towards a Framework for DHT Distributed Computing , Andrew Rosen

Real-time In-situ Seismic Tomography in Sensor Network , Lei Shi

On Cyber-Physical Security of Smart Grid: Data Integrity Attacks and Experiment Platform , Song Tan

Methods for Differential Analysis of Gene Expression and Metabolic Pathway Activity , Yvette Charly B. Temate Tiagueu

Modern Computing Techniques for Solving Genomic Problems , Ning Yu

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Digital Commons @ USF > College of Engineering > Computer Science and Engineering > Theses and Dissertations

Computer Science and Engineering Theses and Dissertations

Theses/dissertations from 2023 2023.

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

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

Graph Analysis on Social Networks , Shen Lu

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

Parallelization of Genetic Algorithm to Solve MAX-3SAT Problem on GPUs , Prakruthi Shivram

Authentication Usability Methodology , Jean-Baptiste Subils

Autonomous Monocular Obstacle Detection for Avoidance in Quadrotor UAVs , Panos Valavanis

On Automation of Code Transformations for Concept Inventory Misconceptions , Dmytro Vitel

Wireless Physical Layer Design for Confidentiality and Authentication , Tao Wang

Detecting RTL Trojans Using Artificial Immune Systems and High Level Behavior Classification , Farhath Zareen

Theses/Dissertations from 2018 2018

Duty-Cycle Based Physical Unclonable Functions (PUFs) for Hardware Security Applications , Mahmood Javed Azhar

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Home > Sciences > Computer Science > ETDs

Computer Science Theses & Dissertations

Theses and dissertations published by graduate students in the Department of Computer Science, College of Sciences, 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: Inverse Mappers for QCD Global Analysis , Manal Almaeen

Thesis: Assessing the Prevalence and Archival Rate of URIs to Git Hosting Platforms in Scholarly Publications , Emily Escamilla

Thesis: Supporting Account-based Queries for Archived Instagram Posts , Himarsha R. Jayanetti

Dissertation: Towards Intelligent Runtime Framework for Distributed Heterogeneous Systems , Polykarpos Thomadakis

Theses/Dissertations from 2022 2022

Dissertation: Machine Learning-Based Event Generator , Yasir Alanazi

Thesis: Using Ensemble Learning Techniques to Solve the Blind Drift Calibration Problem , Devin Scott Drake

Dissertation: A Relevance Model for Threat-Centric Ranking of Cybersecurity Vulnerabilities , Corren G. McCoy

Dissertation: Evaluation of Generative Models for Predicting Microstructure Geometries in Laser Powder Bed Fusion Additive Manufacturing , Andy Ramlatchan

Thesis: TransParsCit: A Transformer-Based Citation Parser Trained on Large-Scale Synthesized Data , MD Sami Uddin

Dissertation: Towards Privacy and Security Concerns of Adversarial Examples in Deep Hashing Image Retrieval , Yanru Xiao

Theses/Dissertations from 2021 2021

Dissertation: MOVE: Mobile Observers Variants and Extensions , Ryan Florin

Dissertation: Improving Collection Understanding for Web Archives with Storytelling: Shining Light Into Dark and Stormy Archives , Shawn M. Jones

Dissertation: A Unified Framework for Parallel Anisotropic Mesh Adaptation , Christos Tsolakis

Theses/Dissertations from 2020 2020

Dissertation: MementoMap: A Web Archive Profiling Framework for Efficient Memento Routing , Sawood Alam

Dissertation: A Framework for Verifying the Fixity of Archived Web Resources , Mohamed Aturban

Thesis: Parallelization of the Advancing Front Local Reconnection Mesh Generation Software Using a Pseudo-Constrained Parallel Data Refinement Method , Kevin Mark Garner Jr.

Dissertation: Towards Dynamic Vehicular Clouds , Aida Ghazizadeh

Dissertation: Bootstrapping Web Archive Collections From Micro-Collections in Social Media , Alexander C. Nwala

Dissertation: Automatic Linear and Curvilinear Mesh Generation Driven by Validity Fidelity and Topological Guarantees , Jing Xu

Theses/Dissertations from 2019 2019

Dissertation: Expanding the Usage of Web Archives by Recommending Archived Webpages Using Only the URI , Lulwah M. Alkwai

Dissertation: Highly Accurate Fragment Library for Protein Fold Recognition , Wessam Elhefnawy

Dissertation: Scalable Parallel Delaunay Image-to-Mesh Conversion for Shared and Distributed Memory Architectures , Daming Feng

Dissertation: Aggregating Private and Public Web Archives Using the Mementity Framework , Matthew R. Kelly

Thesis: Enhancing Portability in High Performance Computing: Designing Fast Scientific Code with Longevity , Jason Orender

Thesis: Novel Use of Neural Networks to Identify and Detect Electrical Infrastructure Performance , Evan Pierre Savaria

Theses/Dissertations from 2018 2018

Dissertation: New Methods to Improve Protein Structure Modeling , Maha Abdelrasoul

Dissertation: Applying Machine Learning to Advance Cyber Security: Network Based Intrusion Detection Systems , Hassan Hadi Latheeth AL-Maksousy

Thesis: To Relive the Web: A Framework for the Transformation and Archival Replay of Web Pages , John Andrew Berlin

Thesis: Supporting Big Data at the Vehicular Edge , Lloyd Decker

Thesis: Deep Learning for Segmentation Of 3D Cryo-EM Images , Devin Reid Haslam

Dissertation: FlexStream: SDN-Based Framework for Programmable and Flexible Adaptive Video Streaming , Ibrahim Ben Mustafa

Thesis: Novel Technique for Gait Analysis Using Two Waist Mounted Gyroscopes , Ahmed Nasr

Dissertation: Leveraging Resources on Anonymous Mobile Edge Nodes , Ahmed Salem

Theses/Dissertations from 2017 2017

Dissertation: SenSys: A Smartphone-Based Framework for ITS applications , Abdulla Ahmed Alasaadi

Dissertation: ItsBlue: A Distributed Bluetooth-Based Framework for Intelligent Transportation Systems , Ahmed Awad Alghamdi

Dissertation: Finite Element Modeling Driven by Health Care and Aerospace Applications , Fotios Drakopoulos

Dissertation: Efficient Machine Learning Approach for Optimizing Scientific Computing Applications on Emerging HPC Architectures , Kamesh Arumugam Karunanithi

Thesis: Multi-GPU Accelerated High-Fidelity Simulations of Beam-Beam Effects in Particle Colliders , Naga Sai Ravi Teja Majeti

Theses/Dissertations from 2016 2016

Dissertation: Using Web Archives to Enrich the Live Web Experience Through Storytelling , Yasmin AlNoamany

Thesis: Magnopark, Smart Parking Detection Based on Cellphone Magnetic Sensor , Maryam Arab

Dissertation: Scripts in a Frame: A Framework for Archiving Deferred Representations , Justin F. Brunelle

Dissertation: Machine Learning Methods for Brain Image Analysis , Ahmed Fakhry

Dissertation: Novel Monte Carlo Methods for Large-Scale Linear Algebra Operations , Hao Ji

Dissertation: Machine Learning Methods for Medical and Biological Image Computing , Rongjian Li

Dissertation: Toward Open and Programmable Wireless Network Edge , Mostafa Uddin

Thesis: An Optimized Multiple Right-Hand Side Dslash Kernel for Intel Xeon Phi , Aaron Walden

Dissertation: Towards Aggregating Time-Discounted Information in Sensor Networks , Xianping Wang

Dissertation: A Computational Framework for Learning from Complex Data: Formulations, Algorithms, and Applications , Wenlu Zhang

Theses/Dissertations from 2015 2015

Dissertation: Efficient Algorithms for Prokaryotic Whole Genome Assembly and Finishing , Abhishek Biswas

Dissertation: De Novo Protein Structure Modeling and Energy Function Design , Lin Chen

Dissertation: High Performance Large Graph Analytics by Enhancing Locality , Naga Shailaja Dasari

Thesis: Avoiding Spoilers on Mediawiki Fan Sites Using Memento , Shawn M. Jones

Dissertation: Energy Harvesting-Aware Design for Wireless Nanonetworks , Shahram Mohrehkesh

Thesis: Parallel Two-Dimensional Unstructured Anisotropic Delaunay Mesh Generation for Aerospace Applications , Juliette Kelly Pardue

Dissertation: Detecting, Modeling, and Predicting User Temporal Intention , Hany M. SalahEldeen

Dissertation: Wireless Networking for Vehicle to Infrastructure Communication and Automatic Incident Detection , Sarwar Aziz Sha-Mohammad

Dissertation: Computational Development for Secondary Structure Detection From Three-Dimensional Images of Cryo-Electron Microscopy , Dong Si

Thesis: Mobile Cloud Computing Based Non Rigid Registration for Image Guided Surgery , Arun Brahmavar Vishwanatha

Theses/Dissertations from 2014 2014

Dissertation: Web Archive Services Framework for Tighter Integration Between the Past and Present Web , Ahmed AlSum

Dissertation: Modeling Stem Cell Population Dynamics , Samiur Arif

Dissertation: A Framework for Web Object Self-Preservation , Charles L. Cartledge

Dissertation: Document Classification in Support of Automated Metadata Extraction Form Heterogeneous Collections , Paul K. Flynn

Dissertation: Resource Allocation in Vehicular Cloud Computing , Puya Ghazizadeh

Thesis: Generating Combinatorial Objects- A New Perspective , Alexander Chizoma Nwala

Dissertation: Enhancing Understanding of Discrete Event Simulation Models Through Analysis , Kara Ann Olson

Dissertation: Scalable Reasoning for Knowledge Bases Subject to Changes , Hui Shi

Dissertation: Improving Structural Features Prediction in Protein Structure Modeling , Ashraf Yaseen

Thesis: Computational Analysis of Gene Expression and Connectivity Patterns in the Convoluted Structures of Mouse Cerebellum , Tao Zeng

Theses/Dissertations from 2013 2013

Thesis: HTTP Mailbox - Asynchronous Restful Communication , Sawood Alam

Dissertation: TDMA Slot Reservation in Cluster-Based VANETs , Mohammad Salem Almalag

Thesis: Protein Loop Length Estimation From Medium Resolution Cryoem Images , Andrew R. McKnight

Theses/Dissertations from 2012 2012

Dissertation: De Novo Protein Structure Modeling from Cryoem Data Through a Dynamic Programming Algorithm in the Secondary Structure Topology Graph , Kamal H. Al Nasr

Dissertation: FRIEND: A Cyber-Physical System for Traffic Flow Related Information Aggregation and Dissemination , Samy S. El-Tawab

Thesis: An Extensible Framework for Creating Personal Archives of Web Resources Requiring Authentication , Matthew Ryan Kelly

Thesis: Visualizing Digital Collections at Archive-It , Kalpesh Padia

Theses/Dissertations from 2011 2011

Dissertation: A Framework for Incident Detection and notification in Vehicular Ad-Hoc Networks , Mahmoud Abuelela

Dissertation: A Framework for Dynamic Traffic Monitoring Using Vehicular Ad-Hoc Networks , Mohammad Hadi Arbabi

Thesis: A Probabilistic Analysis of Misparking in Reservation Based Parking Garages , Vikas G. Ashok

Thesis: A Penalty-Based Approach to Handling Cluster Sizing in Mobile Ad Hoc Networks , Ryan Florin

Dissertation: Data Aggregation and Dissemination in Vehicular Ad-Hoc Networks , Khaled Ibrahim

Dissertation: Using the Web Infrastructure for Real Time Recovery of Missing Web Pages , Martin Klein

Theses/Dissertations from 2010 2010

Dissertation: A Virtual Infrastructure for Mitigating Typical Challenges in Sensor Networks , Hady S. Abdel Salam

Thesis: Merging Schemas in a Collaborative Faceted Classification System , Jianxiang Li

Thesis: XPath-Based Template Language for Describing the Placement of Metadata within a Document , Vijay Kumar Musham

Dissertation: Providing Location Security in Vehicular Ad Hoc Networks , Gongjun Yan

Theses/Dissertations from 2009 2009

Dissertation: Algorithms for Vertex-Weighted Matching in Graphs , Mahantesh Halappanavar

Theses/Dissertations from 2008 2008

Thesis: Using Timed-Release Cryptography to Mitigate Preservation Risk of Embargo Periods , Rabia Haq

Dissertation: Biology-Inspired Approach for Communal Behavior in Massively Deployed Sensor Networks , Kennie H. Jones

Dissertation: Biological Networks: Modeling and Structural Analysis , Emad Y. Ramadan

Dissertation: Integrating Preservation Functions Into the Web Server , Joan A. Smith

Theses/Dissertations from 2007 2007

Dissertation: FreeLib: A Self-Sustainable Peer-to-Peer Digital Library Framework for Evolving Communities , Ashraf A. Amrou

Thesis: Channel Management in Heterogeneous Cellular Networks , Mohammad Hadi Arbabi

Dissertation: Diagnosing Reading strategies: Paraphrase Recognition , Chutima Boonthum

Thesis: Investigating Real-Time Sonar Performance Predictions Using Beowulf Clustering , Charles Lane Cartledge

Dissertation: Lazy Preservation: Reconstructing Websites from the Web Infrastructure , Frank McCown

Theses/Dissertations from 2006 2006

Dissertation: Group Key Management in Wireless Ad-Hoc and Sensor Networks , Mohammed A. Moharrum

Dissertation: Template-Based Metadata Extraction for Heterogeneous Collection , Jianfeng Tang

Theses/Dissertations from 2005 2005

Dissertation: Collaborative Caching for efficient and Robust Certificate Authority Services in Mobile Ad-Hoc Networks , Laith Abdulaziz Al-Sulaiman

Thesis: Opal: In Vivo Based Preservation Framework for Locating Lost Web Pages , Terry L. Harrison

Thesis: Robust and Efficient Localization Techniques for Cellular and Wireless Sensor Networks , Haseebulla M. Khan

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Home > CSM > COMPSCI > COMPSCI_DISS

Computer Science Dissertations Collection

This collection contains open access and campus access dissertations, made possible through Graduate Studies at the University of Massachusetts Boston. The full content of open access dissertations is available to all, although some files may have embargoes placed on them and will be made available as soon as possible. The full content of campus access dissertations is only available to those either on the UMass Boston campus or with a UMass Boston campus username and password. Click on the "Off-Campus UMass Boston Users" link on the record page to download Campus Access publications. Those not on campus and those without a UMass Boston campus username and password may gain access to this dissertation through resources like Proquest Dissertations & Theses Global or through Interlibrary Loan.

Dissertations from 2023 2023

Exploring the Conformational Space and Classification of Proteins Using Robotics-Based and Machine Learning Methods , Fatemeh Afrasiabi

Analytical Approaches for Identification of Transcriptional Regulatory Programs Driving Toxoplasma Gondii Cell Division and Virulence , Yasaman Rezvani

Enhancing Security and Privacy for Voice Assistant Systems , Bang Quanghai Tran

Developing an Effective Network Congestion Control Solution for Large-Scale Disaggregated Storage Systems , Xiaoqian Zhang

Dissertations from 2022 2022

Reinforcement Learning-Based Semantic Search for Recommendation , Richard Anarfi

A Study of Several Critical Machine Learning Topics and Their Applications in Health Informatics , Olga Andreeva

Machine Learning Based Algorithms to Investigate Protein Structure , Ramin Dehghanpoor

Edge Assignment and Data Valuation in Federated Learning , Thuy T. Do

A Hybrid Transformer-Knowledge Graph-Based Recommender System , Benjamin Adetor Kwapong

Design Framework of UAV-Based Environment Sensing, Localization, and Imaging System , Yue Sun

Dissertations from 2021 2021

Effects of Real-World Data Challenges on Generalization in Applied Machine Learning and Time Series Modeling , Matthew Almeida

Application Placement in Edge Computing – Optimization, Game, and Deep Reinforcement Learning , Zhi Cao

Machine Learning Models for Deciphering Regulatory Mechanisms and Morphological Variations in Cancer , Saman Farahmand

Build Efficient Framework to Support Real-Time Computation-Intensive Applications on Mobile and Edge Devices , Tengpeng Li

Contributions to Graph Centralities and Recommendation Systems , Cristina I. Maier

Long Term Predictive Modeling on Big Spatio-Temporal Data , Yong Zhuang

Dissertations from 2020 2020

AI-driven Computational Design Tools For Synthesizing Human-centric Design , Haikun Huang

High Performance Computing Solutions to Problems on Coding Theory, Distance Learning, Mars Image Crater Detection and Cancer Structural Variations and Fusions Identification , Hamidreza Mohebbi

Holistic Cross-Layer Improvements for Big Data Processing in New Computing Environments , Nam S. Nguyen

Dissertations from 2019 2019

Parallel Computation of Bivariate Point Data Depths and Display of Intrinsic Depth Segments , Jane Holly DeBlois

Fingerprint-Based Localization with Limited Training Data , Siyuan Gong

Enhancing User-Oriented Security and Privacy in Emerging Data Sharing and Sensing Services , Mohammad Hadian

Clusterability, Model Selection and Evaluation , Kaixun Hua

Real-Time Eye Movement Analysis for Biometrics and Driving Safety , Shaohua Jia

High Performance Computing Techniques to Better Understand Protein Conformational Space , Arpita Joshi

The Study of Visual Attention: From Raw Data to an Interdisciplinary Environment , Do Hyong Koh

A Differentially-Private and Efficient Framework for Collecting and Processing Network Flow Data , Oana-Georgiana Niculaescu

Combinatorial Algorithms in Data Mining , Roman A. Sizov

Server Assignment with Time-Varying Workloads in Mobile Edge Computing , Quynh Vo

Building Efficient and Secure Big Data Processing Platforms , Teng Wang

Dissertations from 2018 2018

Toward Data Privacy Related To The Internet of Things , Thamer Altuwaiyan

From Motor Control to Scene Perception: Using Machine Learning to Model Human Behavior and Cognition , Akram Bayat

Causal Reasoning and Machine Learning Models for Cellular Regulatory Mechanisms , Carl Tony Fakhry

On Recommenders, Permutations and Rankings , Paul Fomenky

Application of Graphical Models in Protein-Protein Interactions and Dynamics , Amir Vajdi Hoojghan

Dissertations from 2017 2017

A Non-Linear Spatio-Temporal Modeling Framework for Heavy Precipitation and Crop Yield Prediction , Yahui Di

Machine Learning Applications in Genomics, Protein Folding and Protein-Protein Interactions , Roshanak Farhoodi

Evolutionary Game Theoretic Multi-Objective Optimization Algorithms and Their Applications , Yi Ren Cheng

Building Efficient Large-Scale Big Data Processing Platforms , Jiayin Wang

Semantic Representation and Interpretation of Short Texts with Deep Learning , Tong Wang

Query-Centric Storage Partitioning for Distributed Systems , Ting Zhang

Dissertations from 2016 2016

Top-Down and Bottom-Up Biases in Visual Attention , Farahnaz Ahmed Wick

Enhancing Cognitive Load Measurement and User Performance in Human-Computer Interaction , Nada Attar

Automated Crater Detection using Machine Learning , Joseph Paul Cohen

Deep Networks: Applications, Interpretability, and Optimization , Henry Z. Lo

Achieving Efficient Communication for Mobile Devices in the New Era , Ying Mao

Effective Online and Offline Privacy-Preserving Processing of Location Data , Mihai Maruseac

Data Mining Methods for Analyzing and Modeling Spatiotemporal Data , Dawei Wang

Spatio-Temporal Ensemble Modeling for Big Data , Chung-Hsien Yu

Dissertations from 2015 2015

Large-scale Data Analysis via Online Optimization and Distance Learning , Yang Mu

R2 Indicator based Evolutionary Multiobjective Optimization Algorithms and Applications , Dung Huy Phan

Utilizing Ultrametric Properties, Projections and Entropy in Data Mining , Rosanne Vetro

Dissertations from 2014 2014

Evaluating the Structure of a Bayesian Network from Data , Saaid Baraty

Complex Networks: Structure and Dynamics , Shilpa Chakravartula

Protein Docking Refinement Using Evolutionary Information and Artificial Intelligence , Ayse Bahar Delibas

Improving Main-Memory Database (MMDB) Distributed Transactional Concurrency , Weiwei Gong

Dissertations from 2013 2013

Evolutionary Dynamics on Complex Networks , Swami Iyer

Efficient Mining Algorithms in Engineering , Dan Alexandru Pletea

Dissertations from 2012 2012

Socially-Aware Data Replication , Khanh h. Nguyen

Enabling Techniques for Surveillance Sensor Networks , Cuong H. Pham

Computational Modeling of Eye Movements - From Reading to Scene Viewing , Hsueh-Cheng Wang

Theses/Dissertations from 2011 2011

Leveraging Biologically-inspired Self-Adaptive Architecture in Network Systems , Paskorn Champrasert

Precisely Serializable Snapshot Isolation , Stephen Anthony Revilak

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Home > College of Engineering > School of Computing > CS_DISS

Computer Science Dissertations

Dissertations from 2023 2023.

THE ROLE OF PLATOONING IN FREIGHT TRANSIT EFFICIENCY , Reem Alshiddi

SECURITY RESEARCH FOR BLOCKCHAIN IN SMART GRID , Lanqin Sang

LOW-RANK MODELS FOR TENSORIAL DATA IN VISUAL ANALYSIS , Ming Yang

Dissertations from 2022 2022

DESIGN OF COMMUNICATION ARCHITECTURE, AND PROTOCOLS FOR MOBILE, STATIC AND OVERLAY NETWORKS , Indranil Roy

GENERATIVE MODELS IN NATURAL LANGUAGE PROCESSING AND COMPUTER VISION , Sameerah M. Talafha

Dissertations from 2021 2021

A ZERO-TRUST-BASED IDENTITY MANAGEMENT MODEL FOR VOLUNTEER CLOUD COMPUTING , abdullah albuali

TRUST AND RELIABILITY-BASED FRAMEWORKS FOR SECURE VOLUNTEER CLOUD COMPUTING , yousef alsenani

QUANTUM ERROR CORRECTION FOR GENERAL NOISE , Alvin Rafer Gonzales

RESIDUE CLASS-BASED COMMON INTEREST NETWORK: A NOVEL APPROACH IN DESIGNING A LOW DIAMETER, TWO-LEVEL HIERARCHICAL, STRUCTURED P2P NETWORK ARCHITECTURE AND COMMUNICATION PROTOCOLS , Swathi Kaluvakuri

Automated Algorithmic Machine-to-Machine Negotiation for Lane Changes Performed by Driverless Vehicles at the Edge of the Internet of Things , Ellie Lovellette

DESIGNING A NEOTERIC ARCHITECTURE & COMMUNICATION PROTOCOLS FOR CHINESE REMAINDER THEOREM BASED STRUCTURED PEER-TO-PEER NETWORKS WITH COMMON INTERESTS , Iswarya Maddali Vigneswara

Dissertations from 2020 2020

JOB SCHEDULING FOR STREAMING APPLICATIONS IN HETEROGENEOUS DISTRIBUTED PROCESSING SYSTEMS , Ali Al-Sinayyid

DESIGN OF EFFICIENT MULTICAST ROUTING PROTOCOLS FOR COMPUTER NETWORKS , ashraf alyanbaawi

Dissertations from 2019 2019

INNOVATIVE GENERIC JOB SCHEDULING FRAMEWORKS FOR CLOUD COMPUTING ENVIRONMENTS , ABDULRAHMAN M. ALAHMADI

SEMKEYPHRASE: A NOVEL UNSUPERVISED APPROACH FOR KEYPHRASE EXTRACTION FROM MOOC VIDEO LECTURES , Abdulaziz Ali Albahr

Dissertations from 2018 2018

Answering Join Queries Instantly , Mohammed Hamdi

Improving the Analysis of Complex Networks Using Node-Based Resilience Measures , John Matta

RESOURCE MANAGEMENT FRAMEWORK FOR VOLUNTEER CLOUD COMPUTING , Tessema Mindaye Mengistu

EFFICIENT LEARNING-BASED RECOMMENDATION ALGORITHMS FOR TOP-N TASKS AND TOP-N WORKERS IN LARGE-SCALE CROWDSOURCING SYSTEMS , Mejdl Sultan Safran

A FAMILY OF HIERARCHICAL CONCURRENCY CONTROL PROTOCOLS , Weidong Xiong

Dissertations from 2017 2017

BIOINFORMATICS INVESTIGATION OF RNA PSEUDOKNOTS , Xiaolan Huang

LOW RANK AND SPARSE MODELING FOR DATA ANALYSIS , Zhao Kang

Integrating Feature and Graph Learning with Factorization Models for Low-Rank Data Representation , Chong Peng

A NOVEL LINEAR DIOPHANTINE EQUATION-BAESD LOW DIAMETER STRUCTURED PEER-TO-PEER NETWORK , Shahriar Rahimi

Dissertations from 2016 2016

Network Organization Paradigm , Saad Alqithami

RESOURCE CONSTRAINT COOPERATIVE GAME WITH MONTE CARLO TREE SEARCH , Chee Chian Cheng

ENERGY-AWARE JOB SCHEDULING AND CONSOLIDATION APPROACHES FOR WORKFLOWS IN CLOUD , Mustafa Ibrahim Khaleel

Integration of Bayesian Decision Theory and Computing with Words: A Novel Approach to Decision Support Using Z-numbers , Nina Marhamati

Dissertations from 2015 2015

MODELING AND IMPLEMENTATION OF Z-NUMBER , Purvag Patel

MACHINE LEARNING ALGORITHM PERFORMANCE OPTIMIZATION: SOLVING ISSUES OF BIG DATA ANALYSIS , Soroosh Sohangir

A Novel Image Retrieval Strategy Based on VPD and Depth with Pre-Processing , Tianyang Wang

Efficient Bandwidth Reservation Strategies for Data Movements on High Performance Networks , Liudong Zuo

Dissertations from 2014 2014

Efficient Scientific Workflow Scheduling in Cloud Environment , Fei Cao

Holistic Boolean Twig Pattern Matching for Efficient XML Query Processing , Dabin Ding

PSEUDO DIAMETER - A NOVEL CONCEPT IN DESIGNING HIGHLY BANDWIDTH EFFICIENT MULTICAST ROUTING PROTOCOLS , Sindoora Koneru

A Unified Robust Minimax Framework for Regularized Learning Problems , Hongbo Zhou

Dissertations from 2013 2013

A FEATURES EXTRACTION WRAPPER METHOD FOR NEURAL NETWORKS WITH APPLICATION TO DATA MINING AND MACHINE LEARNING , HAZEM MOH'D MIGDADY

SECURITY VULNERABILITIES: DISCOVERY, PREDICTION, EFFECT, AND MITIGATION , Sanaz Rahimi

RESTORING CONNECTIVITY IN PARTITIONED WIRELESS SENSOR NETWORKS , Izzet Fatih Senturk

Constructing Accurate Synopses for Database Query Optimization and Re-optimization , Feng Yu

Dissertations from 2012 2012

FORMALIZATION AND IMPLEMENTATION OF GENERALIZED CONSTRAINT LANGUAGE FOR REALIZATION OF COMPUTING WITH WORDS , Elham Sahebkar Sahebkar Khorasani

Dissertations from 2011 2011

A SOM+ Diagnostic System for Network Intrusion Detection , Chester Louis Langin

A Framework for Influencing Massive Virtual Organizations , Brian Paul McLaughlan

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