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Theses/Dissertations from 2021

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Towards data cleaning in large public biological databases, Hamid Bagheri

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Discovering genomic islands using DNA sequence embedding, Priyanka Banerjee

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Developing a plugin framework for spring boot, Tenson Cai

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Discovering relationships between genotype and phenotype: Machine learning approaches, Kyoung Tak Cho

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Using a system dynamics simulation model to explore the validity of dynamics of Agile software development, Wei Dong

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Reconstruction of cross-modal visual features from acoustic pressure time series in combustion systems, Tryambak Gangopadhyay

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Adaptive fund allocation for game-based verifiable computation outsourcing, Xiaojuan Ma

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Marketing in extended reality, a qualitative exploration of how people recall the details of advertisements and what factors drive individual willingness to act across interaction technologies., Adam M. Mazurick

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A web application to assist in preparing for ABET accreditation, Saveri Pal

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Phylogenetic decisiveness and no-rainbow hypergraph coloring, Ghazaleh Parvini

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Performance-gain investigation of dynamic foveated rendering technique for virtual reality applications, Supriya Vishal Raul

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Few Shot Clustering For Indoor Occupancy Detection With Extremely Low Quality Images From Battery Free Cameras, Homagni Saha

Theses/Dissertations from 2020

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Parallelizing unit test execution on GPU, Taghreed Bagies

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Evaluation of GPU-specific device directives and multi-dimensional data structures in OpenMP, Arijit Bhattacharjee

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Refactoring an existing code base to improve modularity and quality, Souradeep Bhowmik

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Stacked generative adversarial networks for learning additional features of image segmentation maps, Matthew John Burke

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Compatibility testing for rooted phylogenetic trees, Yun Deng

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Understanding intuitive gestures in wearable mixed reality environments, Karen Marie Doty

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Model checking large design spaces: Theory, tools, and experiments, Rohit Dureja

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Robotic batting and motion estimation of objects in free flight, Matthew Gardner

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Chemical reaction networks: Computability, complexity, and randomness, Xiang Huang

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Towards understanding the challenges faced by machine learning software developers and enabling automated solutions, Md Johirul Islam

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Understanding the internet AS topology and its applications, Jinu Susan Kabala

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Reprogramming of neural networks: A new and improved machine learning technique, Eliska Kloberdanz

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Visual object tracking for UAVs using deep reinforcement learning, Kyungtae Ko

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Phylogenetic comparison measurements and their application towards the accurate inference of evolutionary histories, Alexey Markin

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Interpretability of configurable software in the biosciences, Mikaela Cashman McDevitt

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PhyloVirus: Inferring virus reassortment, and a visualization tool for phylogenetic networks (Development and Usability Study), Fathi Mubaraki

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Evolution of gene blocks in bacteria using an event-based model, Huy Nguyen

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A situation-driven framework for relearning of activities of daily living in smart home environments, Oluwafemi Richard Oyeleke

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Activity recognition and animation of activities of daily living, Mohammed Shaiqur Rahman

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Spreading information in social networks containing adversarial users, Madhavan Rajagopal Padmanabhan

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Using Automatic Vehicle Location (AVL) for real-time maintenance identification and tracking, Varsha Ravichandra Mouli

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A vision based DQN exploration algorithm for collision avoidance, Jeremy Roghair

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Adjustment criteria for recovering causal effects from missing data, Mojdeh Saadati

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Automated analysis and indexing of lecture videos, Gayathri Sreepathy

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A multi-layered desires based framework to detect evolving non-functional requirements of users, Peng Sun

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Optimizing parallel sequence alignment sorting and epistasis detection, and parallel Fortran application resilience, Nathan Weeks

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Mounting a screwdriver onto a screw using hybrid control, Shengwen Xie

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Design-time detection of physical-unit changes in product lines, Wandi Xiong

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Methods for correcting and analyzing gene families, Akshay Yadav

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Can we improve information freshness with predictions in mobile crowd-learning?, Zhengxiong Yuan

Theses/Dissertations from 2019

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Data compression based cost optimization for a multi-cloud data storage system, Abdullah

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Network-aware energy saving techniques in cloud data centers, Motassem Al-Tarazi

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Situation-oriented requirements engineering, Nimanthi Atukorala

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Decision diagrams: Extensions and applications to reachability analysis, Junaid Babar

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Domain-specific language and infrastructure for genomics, Hamid Bagheri

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Hierarchical phylogeny construction, Anindya Das

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Political-advertisement video classification using deep learning methods, Aashish Dhakal

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The construction and applications of callback control flow graphs for event-driven and framework-based mobile apps, Danilo Dominguez Perez

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Physics-constrained deterministic solution of time-dependent partial differential equations using deep convolutional encoder-decoders, Sambuddha Ghosal

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Finding the minimum illuminating direction set for a polyhedron, Guangyu Hou

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BoaT: A domain specific language and shared data science infrastructure for large scale transportation data analysis, Md Johirul Islam

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Witness generation in existential CTL model checking, Chuan Jiang

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The role of similarity in detecting feature interaction in software product lines, Seyedehzahra Khoshmanesh

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Evaluating the role of critical nodes in disrupting diffusion in independent cascade diffusion model, Raj Gaurav Ballabh Kumar

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Identify algorithms from code, Stroh John Leslie

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Nonparametric curve estimation and applications, Yu Liu

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Cross-layer wireless networking emulation in EMANE, Zehua Li

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Data-driven approaches for peer-to-peer botnet detection and forecasting, Priyangika Piyasinghe

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Training and evaluation in a large-scale virtual environment for a location-based mobile application, Adel Sulaiman

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Automatic repair and type binding of undeclared variables using neural networks, Venkatesh Theru Mohan

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Efficient object detection model for real-time UAV applications, Subrahmanyam Vaddi

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End-to-end learning of local point cloud feature descriptors, David Ambrose Wehr

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Taking the lab on the road and bringing the road to the lab: On using mixed-methods and virtual reality to study a location-based task, Kofi Whitney

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Using a system dynamics simulation model to explore the effect of information delays on software development, Xinxin Yang

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Predicting injury outcomes in mining industry - a machine learning approach, Anurag Desai Yedla

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Toward efficient online scheduling for large-scale distributed machine learning system, Menglu Yu

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Medical image classification under class imbalance, Chuanhai Zhang

Theses/Dissertations from 2018

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Automatic incident detection, Lakshay Ahuja

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Enhancing users' experiences with mobile app stores: What do users see? What should they see?, Omar Ibrahim Y. Asiri

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Disrupting diffusion: Critical nodes in network, Preeti Bhardwaj

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Recognition of activities of daily living, Yunfei Feng

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A data-driven situation-aware framework for predictive analysis in smart environments, Hoda Gholami

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Effectiveness of classification approach in recovering pairwise causal relations from data., Kristima Guha Thakurta

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A study of interpretability mechanisms for deep networks, Apurva Dilip Kokate

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Large-scale study of substitutability in the presence of effects, Jackson Lowell Maddox

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Towards efficient and accountable oblivious cloud storage, Qiumao Ma

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Improved triangle counting in graph streams: Neighborhood multi-sampling, Kiana Mousavi Hanjani

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High performance computing applications: Inter-process communication, workflow optimization, and deep learning for computational nuclear physics, Gianina Alina Negoita

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Data augmentation for supervised learning with generative adversarial networks, Manaswi Podduturi

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Graph compression using heuristic-based reordering, Pavithra Rajarathinam

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Collective program analysis, Ganesha Upadhyaya

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GraphTrack: An unsupervised graph-based cross-device tracking framework, Tianchen Zhou

Theses/Dissertations from 2017

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Improving testing performance by dynamic prioritization of tests based on method invocation orders, Sriram Balasubramanian

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Computer detection of spatial visualization in a location-based task, Georgi Iliev Batinov

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A User Configurable B-tree Implementation as a Utility, Sheng Bi

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Devices for safety-critical molecular programmed systems, Samuel Jay Ellis

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A testbed for multi-robot systems, Tianshuang Gao

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Many-to-one private set intersection, Keji Hu

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Parity-based Data Outsourcing: Extension, Implementation, and Evaluation, Zhenbi Hu

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Computing change of invariants to support software evolution, Ashwin Kallingal Joshy

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Triangle counting in graph streams: Power of multi-sampling, Neeraj Kavassery Parakkat

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Exploiting implicit belief to resolve sparse usage problem in usage-based specification mining, Samantha Syeda Khairunnesa

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Synthesizing species trees from gene trees using the parameterized and graph-theoretic approaches, Ju Cheol Moon

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Verification of Well-formedness in Message-Passing Asynchronous Systems modeled as Communicating Finite-State Machines, Shiva Shankar Nalla

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Negotiation Based Resource Allocation to Control Information Diffusion, Sai Sravanthi Nudurupati

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Flattening methods for adaptive location-based software to user abilities, Thitivatr Patanasakpinyo

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λir : A language with intensional receive, Swarn Priya

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A hybrid approach for selecting and optimizing graph traversal strategy for analyzing big code, Ramanathan Ramu