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Theses/Dissertations from 2024

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Generative Video Compression: Achieving High Perceptual Quality at Low Bitrates, Pengli Du

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Atomistic insights into the mechanisms of ultrasonic bonding, Milad Khajehvand

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Deep Learning-Based Video Prediction, Mareeta Mathai

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Fairness and Bias of Machine Learning in Search and Ranking, Yuan Wang

Theses/Dissertations from 2023

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A Submodular Optimization Framework for Imbalanced Text Classification with Data Augmentation, Eyor Alemayehu

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Efficient Hardware Implementation of Deep Learning Networks Based on the Convolutional Neural Network, Anaam Ansari

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Reactive Particle Swarm Control Architecture and Application for Scalar Field Adaptive Navigation, Shae Taylor Hart

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Enhancing Residential Energy Sustainability with Occupancy Detection and AI-based Trading, Jun Jiang

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CNN Feature Map Interpretation and Key-Point Detection Using Statistics of Activation Layers, Allen Rush

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On Sparse Coding as an Alternate Transform in Video Coding, Michael G. Schimpf

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Understanding and Enhancing the Security of WiFi-based IoT Networks, Bhagyashri Tushir

Theses/Dissertations from 2022

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Personalized Memory Transfer for Conversational Recommendation Systems, Naga Archana Godavarthy

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Deep Learning-Based Low Complexity and High Efficiency Moving Object Detection Methods, Bingxin Hou

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MetaScriptura: A General Data Provenance Framework, Maria Joseph Israel

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Analyzing and Reducing the Overhead of TLS and DTLS in WiFi-Based IoT Networks, Ramzi A. Nofal

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Injection Locking Techniques for analysis of Phase Noise and Lock Range in CMOS LC Oscillators, Sudipta Saha

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Experimentation and Modeling of Laser Radiation Scattering Through Carbon Fiber Reinforced Polymers, Steven P. Shepard

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Enhancing the Quality of Service and Energy Efficiency of WiFi-based IoT Networks, Jaykumar Sheth

Theses/Dissertations from 2021

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Adaptive Navigation of Three-Dimensional Scalar Fields with Multiple UAVs, Robert Ka-Hing Lee

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Taming the Challenges of Accurate and Ultra-High-Rate Data Collection in Wireless Sensing Systems, Chia-Chi (Chelsey) Li

Theses/Dissertations from 2020

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Configurable HW/SW Co-design Partitioning Methodology, Rami Akeela

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Deep Generative Models for Semantic Text Hashing, Suthee Chaidaroon

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A Drift-Resilient and Degeneracy-Aware Loop Closure Detection Method for Localization and Mapping In Perceptually-Degraded Environments, Kamak Ebadi

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An Input Power-Aware Maximum Efficiency Tracking Technique for Energy Harvesting in IoT Applications, Sanad Fares Yousef Kawar

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Metamaterial Absorbers for Mitigating Unintentional Radiated Emissions, Ali Khoshniat

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Mission-Oriented Multirobot Adaptive Navigation of Scalar Fields, Robert McDonald

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Cost effective and Non-intrusive occupancy detection in residential building through machine learning algorithm, Chenli Wang

Theses/Dissertations from 2019

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Artificially Intelligent Search Algorithms for Video Fast Motion Estimation, Pavel Arnaudov

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Deep Learning for Recommender Systems, Travis Akira Ebesu

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Design and Measurement of a Millimeter-wave 2D Beam Switching Planar Antenna Array, Benjamin Horwath

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Shingled Magnetic Recording disks for Mass Storage Systems, Quoc Minh Le

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Mnews: A Study of Multilingual News Search Interfaces, Chenjun Ling

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Quaternion Information Theoretic Learning Adaptive Algorithms for Nonlinear Adaptive, Carlo Safarian

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A Flexible BCH decoder for Flash Memory Systems using Cascaded BCH codes, Arul K. Subbiah

Theses/Dissertations from 2018

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Machine Learning Models for Context-Aware Recommender Systems, Yogesh Jhamb

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Rate-Distortion Optimization for Sparse Coding in Image Compression, Madhusudan Kalluri

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Fuzzy-Model-Based (FMB) Control of a Spacecraft with Fuel Sloshing Dynamics, Lilit Mazmanyan

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Human Attention Region of Interest in Video Compression, Olayinka Sylvia N’guessan

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Carbon Nanotube Ultracapacitor Characteristics and Cell Design, Antonis A. Orphanou

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Evolving a Truthful Humanitarian World Wide Web, Vishnu S. Pendyala

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Delay-Constrained Energy Optimization in High-Latency Sensor Networks, Poongovan Ponnavaikko

Theses/Dissertations from 2017

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Supernode Transformation On Parallel Systems With Distributed Memory – An Analytical Approach, Yong Chen

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Diffraction Model of Thermoreflectance Data, Sahida Rahimbhai Kureshi

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Hybrid Force / Position Control Architecture for Object Transportation by Mobile Robot Formations, Michael Alan Neumann

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Towards Efficient Resource Provisioning in Hadoop, Peter P. Nghiem

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Low Power Wireless Video Communication System For Mobile Devices, Jeoong Sung Park

Theses/Dissertations from 2016

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Cluster Control of a Multi-Robot Tracking Network and Tracking Geometry Optimization, Jasmine Cashbaugh

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Fuzzy Control of Flexible Multibody Spacecraft: A Linear Matrix Inequality Approach, Chokri Sendi

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A Framework for Collaborative Multi-task, Multi-robot Missions, John T. Shepard

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Carbon Nanotube Interconnects for End-of-Roadmap Semiconductor Technology Nodes, Anshul A. Vyas

Theses/Dissertations from 2015

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Power Reductions with Energy Recovery Using Resonant Topologies, Ignatius S.A. Bezzam

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Scalable Speech Coding for IP Networks, Koji Seto

Theses/Dissertations from 2012

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A Modular Approach to Adaptive Reactive Streaming Systems, Christopher E. Neely

Theses/Dissertations from 2010

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Climate Impacts of Land Cover and Land Use Changes in Coastal Tropical Regions Under Conditions of Global Climate Change, Daniel E. Comarazamy