ODU Digital Commons

Towards Intelligent Runtime Framework for Distributed Heterogeneous Systems, Polykarpos Thomadakis
Computer Science Theses & Dissertations

Wearable Sensor Gait Analysis for Fall Detection Using Deep Learning Methods, Haben Girmay Yhdego
Electrical & Computer Engineering Theses & Dissertations

Opportunities and Challenges from Major Disasters Lessons Learned of Long-Term Recovery Group Members, Eduardo E. Landaeta
Graduate Program in International Studies Theses & Dissertations

What Effects Do Large Language Models Have on Cybersecurity, Josiah Marshall
Cybersecurity Undergraduate Research Showcase

Artificial Intelligence in Higher Education: The State of the Field, Helen Crompton, Diane Burke
Teaching & Learning Faculty Publications

Leveraging Artificial Intelligence and Machine Learning for Enhanced Cybersecurity: A Proposal to Defeat Malware, Emmanuel Boateng
Cybersecurity Undergraduate Research Showcase

Role of AI in Threat Detection and Zero-day Attacks, Kelly Morgan
Cybersecurity Undergraduate Research Showcase

Statistical Approach to Quantifying Interceptability of Interaction Scenarios for Testing Autonomous Surface Vessels, Benjamin E. Hargis, Yiannis E. Papelis
Modeling, Simulation and Visualization Student Capstone Conference

Enhancing Pedestrian-Autonomous Vehicle Safety in Low Visibility Scenarios: A Comprehensive Simulation Method, Zizheng Yan, Yang Liu, Hong Yang
Modeling, Simulation and Visualization Student Capstone Conference

Behind Derogatory Migrants' Terms for Venezuelan Migrants: Xenophobia and Sexism Identification with Twitter Data and NLP, Joseph Martínez, Melissa Miller-Felton, Jose Padilla, Erika Frydenlund
Modeling, Simulation and Visualization Student Capstone Conference

LiDAR Buoy Detection for Autonomous Marine Vessel Using Pointnet Classification, Christopher Adolphi, Dorothy Dorie Parry, Yaohang Li, Masha Sosonkina, Ahmet Saglam, Yiannis E. Papelis
Modeling, Simulation and Visualization Student Capstone Conference

Towards NLP-Based Conceptual Modeling Frameworks, David Shuttleworth, Jose Padilla
Modeling, Simulation and Visualization Student Capstone Conference

Visual Art in the Age of AI, Roshnica Gurung
Cybersecurity Undergraduate Research Showcase

Eye-Tracking based Object Detection using Drone Captured Video Streams, Kayla Pineda, Bhanuka Mahanama, Sampath Jayarathna, Vikas Ashok
Undergraduate Research Symposium

Main Sequence Relationships, Task Load, and Cognitive Load, James Owens, Gavindya Jayawardena, Yasasi Abeysinghe, Vikas G. Ashok, Sampath Jayarathna
Undergraduate Research Symposium

Murder on the VR Express: Studying the Impact of Thought Experiments at a Distance in Virtual Reality, Andrew Kissel, Krzysztof J. Rechowicz, John B. Shull
Philosophy Faculty Publications

Inventions in the Area of Nanotechnologies and Nanomaterials. Part I, Leonid A. Ivanov, Li Da Xu, Zhanna V. Pisarenko, Svetlana R. Muminova, Nadezda G. Miloradova
Information Technology & Decision Sciences Faculty Publications

MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations, Muntabir H. Choudhury, Lamia Salsabil, Himarsha R. Jayanetti, Jian Wu
College of Sciences Posters

Unmasking Deception in VANETs: A Decentralized Approach to Verifying Truth in Motion, Susan Zehra, Syed R. Rizvi, Steven Olariu
College of Sciences Posters

ML-Based Surrogates and Emulators, Tareq Alghamdi, Yaohang Li, Nobuo Sato
College of Sciences Posters

DFHiC: A Dilated Full Convolution Model to Enhance the Resolution of Hi-C Data, Bin Wang, Kun Liu, Yaohang Li, Jianxin Wang
Computer Science Faculty Publications

Speculative Futures on ChatGPT and Generative Artificial Intelligence (AI): A Collective Reflection from the Educational Landscape, Aras Bozkurt, Junhong Xiao, Sarah Lambert, Angelica Pazurek, Helen Crompton, Suzan Koseoglu, Robert Farrow, Melissa Bond, Chrissi Nerantzi, Sarah Honeychurch, Maha Bali, Jon Dron, Kamran Mir, Bonnie Stewart, Eamon Costello, Jon Mason, Christian M. Stracke, Enilda Romero-Hall, Apostolos Koutropoulos, Cathy Mae Toquero, Lenandlar Singh, Ahmed Tlili, Kyungmee Lee, Mark Nichols, Ebba Ossiannilsson, Mark Brown, Valerie Irvine, Juliana Elisa Raffaghelli, Gema Santos-Hermosa, Orna Farrell, Taskeen Adam, Ying Li Thong, Sunagul Sani-Bozkurt, Ramesh C. Sharma, Stefan Hrastinski, Petar Jandrić
Teaching & Learning Faculty Publications

Patch-Wise Training with Convolutional Neural Networks to Synthetically Upscale CFD Simulations, John P. Romano, Alec C. Brodeur, Oktay Baysal
Mechanical & Aerospace Engineering Faculty Publications

Machine Learning-Based Jet and Event Classification at the Electron-Ion Collider with Applications to Hadron Structure and Spin Physics, Kyle Lee, James Mulligan, Mateusz Płoskoń, Felix Ringer, Feng Yuan
Physics Faculty Publications

Security of Internet of Things (IoT) Using Federated Learning and Deep Learning — Recent Advancements, Issues and Prospects, Vinay Gugueoth, Sunitha Safavat, Sachin Shetty
Electrical & Computer Engineering Faculty Publications

Toward Real-Time, Robust Wearable Sensor Fall Detection Using Deep Learning Methods: A Feasibility Study, Haben Yhdego, Christopher Paolini, Michel Audette
Electrical & Computer Engineering Faculty Publications

View Synthesis With Scene Recognition for Cross-View Image Localization, Uddom Lee, Peng Jiang, Hongyi Wu, Chunsheng Xin
Electrical & Computer Engineering Faculty Publications

Light Auditor: Power Measurement Can Tell Private Data Leakage Through IoT Covert Channels, Woosub Jung, Kailai Cui, Kenneth Koltermann, Junjie Wang, ChunSheng Xin, Gang Zhou
Electrical & Computer Engineering Faculty Publications

The Use of Artificial Intelligence to Detect Students Sentiments and Emotions in Gross Anatomy Reflections, Krzysztof J. Rechowicz, Carrie A. Elzie
VMASC Publications

Digital Transformation, Applications, and Vulnerabilities in Maritime and Shipbuilding Ecosystems, Rafael Diaz, Katherine Smith
VMASC Publications

Artificial Intelligence-Enabled Exploratory Cyber-Physical Safety Analyzer Framework for Civilian Urban Air Mobility, Md. Shirajum Munir, Sumit Howlader Dipro, Kamrul Hasan, Tariqul Islam, Sachin Shetty
VMASC Publications

Evaluation of Scalable Quantum and Classical Machine Learning for Particle Tracking Classification in Nuclear Physics, Polykarpos Thomadakis, Emmanuel Billias, Nikos Chrisochoides
The Graduate School Posters

Hard-Real-Time Computing Performance in a Cloud Environment, Alvin Cornelius Murphy
Engineering Management & Systems Engineering Theses & Dissertations

Towards Privacy and Security Concerns of Adversarial Examples in Deep Hashing Image Retrieval, Yanru Xiao
Computer Science Theses & Dissertations

A Call For Research: Ethical Dilemmas of Autonomous Vehicle Manufacturers, Remy Harwood
Cybersecurity Undergraduate Research Showcase

Federated Learning and Applications in Cybersecurity, Ani Sreekumar
Cybersecurity Undergraduate Research Showcase

Hydrological Drought Forecasting Using a Deep Transformer Model, Amobichukwu C. Amanambu, Joann Mossa, Yin-Hsuen Chen
University Administration Publications

Evaluation of Generative Models for Predicting Microstructure Geometries in Laser Powder Bed Fusion Additive Manufacturing, Andy Ramlatchan
Computer Science Theses & Dissertations

Adaptive Risk Network Dependency Analysis of Complex Hierarchical Systems, Katherine L. Smith
Computational Modeling & Simulation Engineering Theses & Dissertations

Using Ensemble Learning Techniques to Solve the Blind Drift Calibration Problem, Devin Scott Drake
Computer Science Theses & Dissertations

Emotion Detection Using an Ensemble Model Trained with Physiological Signals and Inferred Arousal-Valence States, Matthew Nathanael Gray
Electrical & Computer Engineering Theses & Dissertations

Applied Deep Learning: Case Studies in Computer Vision and Natural Language Processing, Md Reshad Ul Hoque
Electrical & Computer Engineering Theses & Dissertations

Deep Learning Object-Based Detection of Manufacturing Defects in X-ray Inspection Imaging, Juan C. Parducci
Mechanical & Aerospace Engineering Theses & Dissertations

Development of Modeling and Simulation Platform for Path-Planning and Control of Autonomous Underwater Vehicles in Three-Dimensional Spaces, Sai Krishna Abhiram Kondapalli
Mechanical & Aerospace Engineering Theses & Dissertations

Data-Driven Framework for Understanding & Modeling Ride-Sourcing Transportation Systems, Bishoy Kelleny
Civil & Environmental Engineering Theses & Dissertations

Machine Learning Classification of Digitally Modulated Signals, James A. Latshaw
Electrical & Computer Engineering Theses & Dissertations

Understanding the Mechanism of Deep Learning Frameworks in Lesion Detection for Pathological Images with Breast Cancer, Wei-Wen Hsu, Chung-Hao Chen, Chang Hao, Yu-Ling Hou, Xiang Gao, Yun Shao, Xueli Zhang, Jingjing Wang, Tao He, Yanhong Tai
Electrical & Computer Engineering Faculty Publications

A Machine Learning Approach to Denoising Particle Detector Observations in Nuclear Physics, Polykarpos Thomadakis, Angelos Angelopoulos, Gagik Gavalian, Nikos Chrisochoides
College of Sciences Posters

Lattice Optics Optimization for Recirculatory Energy Recovery Linacs with Multi-Objective Optimization, Isurumali Neththikumara, Todd Satogata, Alex Bogacz, Ryan Bodenstein, Arthur Vandenhoeke
College of Sciences Posters

Physics-Informed Neural Networks (PINNs) For DVCS Cross Sections, Manal Almaeen, Jake Grigsby, Joshua Hoskins, Brandon Kriesten, Yaohang Li, Huey-Wen Lin, Simonetta Liuti, Sorawich Maichum
College of Sciences Posters

Deep Learning: The Many Approaches of Intrusion Detection System Can Be Implemented and Improved Upon, Trinity Taylor
Cybersecurity Undergraduate Research Showcase

The Robustness of Sequence Tagging and Transformer Models in Leaderboard Entity Extraction from Scholarly Papers, Leeshi Lin
Undergraduate Research Symposium

Automatic Costal Flood Detection in Norfolk City, Gabriel Del Razo
Undergraduate Research Symposium

Two-Stage Transfer Learning for Facial Expression Classification in Children, Gregory Hubbard, Megan Witherow, Khan Iftekharuddin
Undergraduate Research Symposium

Gaze-Based Drone Navigation, Kayla Pineda, Sampath Jayarathna
Undergraduate Research Symposium

Objective Measure of Working Memory Capacity Using Eye Movements, James Owens, Gavindya Jayawardena, Yasasi Abeysinghe, Vikas G. Ashok, Sampath Jayarathna
Undergraduate Research Symposium

Semantic Segmentation of Flooding for Flooding Detection, Stephen Lamczyk
Undergraduate Research Symposium

ArithFusion: An Arithmetic Deep Model for Temporal Remote Sensing Image Fusion, Md Reshad Ul Hoque, Jian Wu, Chiman Kwan, Krzysztof Koperski, Jiang Li
Electrical & Computer Engineering Faculty Publications

Visual Descriptor Extraction From Patent Figure Captions: A Case Study of Data Efficiency Between BiLSTM and Transformer, Xin Wei, Jian Wu, Kehinde Ajayi, Diane Oyen
Computer Science Faculty Publications

Machine Learning-Based Event Generator for Electron-Proton Scattering, Y. Alanazi, P. Ambrozewicz, M. Battaglieri, A.N. Hiller Blin, M. P. Kuchera, Y. Li, T. Liu, R. E. McClellan, W. Melnitchouk, E. Pritchard, M. Robertson, N. Sato, R. Strauss, L. Velasco
Computer Science Faculty Publications

Why Do Family Members Reject AI in Health Care? Competing Effects of Emotions, Eun Hee Park, Karl Werder, Lan Cao, Balasubramaniam Ramesh
Information Technology & Decision Sciences Faculty Publications

Online Deep Learning from Doubly-Streaming Data, Heng Lian, John S. Atwood, Bo-Jian Hou, Jian Wu, Yi He
Computer Science Faculty Publications

Camouflaged Poisoning Attack on Graph Neural Networks, Chao Jiang, Yi He, Richard Chapman, Hongyi Wu
Computer Science Faculty Publications

Multi-User Eye-Tracking, Bhanuka Mahanama
Computer Science Faculty Publications

Introducing a Real-Time Advanced Eye Movements Analysis Pipeline, Gavindya Jayawardana
Computer Science Faculty Publications

DeepPatent: Large Scale Patent Drawing Recognition and Retrieval, Michal Kucer, Diane Oyen, Juan Castorena, Jian Wu
Computer Science Faculty Publications

Trust in Human-Robot Interaction Within Healthcare Services: A Review Study, Dedra Townsend, AmirHossein MajidiRad
Mechanical & Aerospace Engineering Faculty Publications

Post-Quantum Secure Identity-Based Encryption Scheme Using Random Integer Lattices for IoT-Enabled AI Applications, Dharminder Dharminder, Ashok Kumar Das, Sourav Saha, Basudeb Bera, Athanasios V. Vasilakos
VMASC Publications

ASCP-IoMT: AI-Enabled Lightweight Secure Communication Protocol for Internet of Medical Things, Mohammad Wazid, Jaskaran Singh, Ashok Kumar Das, Sachin Shetty, Muhammad Khurram Khan, Joel J.P.C. Rodrigues
VMASC Publications

A Comparison of Deep Learning Algorithms on Image Data for Detecting Floodwater on Roadways, Sarp Salih, Kuzlu Murat, Zhao Yanxiao, Cetin Mecit
Engineering Technology Faculty Publications

Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction, Ferhat Ozgur Catak, Murat Kuzlu, Evren Catak, Umit Cali, Devrim Unal
Engineering Technology Faculty Publications

Security Hardening of Intelligent Reflecting Surfaces Against Adversarial Machine Learning Attacks, Ferhat Ozgur Catak, Murat Kuzlu, Haolin Tang, Evren Catak, Yanxiao Zhao
Engineering Technology Faculty Publications

BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models, Febrianti Wibawa, Ferhat Ozgur Catak, Salih Sarp, Murat Kuzlu
Engineering Technology Faculty Publications

Facial Landmark Feature Fusion in Transfer Learning of Child Facial Expressions, Megan A. Witherow, Manar D. Samad, Norou Diawara, Khan M. Iftekharuddin
Electrical & Computer Engineering Faculty Publications

Customer Gaze Estimation in Retail Using Deep Learning, Shashimal Senarath, Primesh Pathirana, Dulani Meedeniya, Sampath Jayarathna
Computer Science Faculty Publications

Hunter: HE-Friendly Structured Pruning for Efficient Privacy-Preserving Deep Learning, Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
Computer Science Faculty Publications

Runtime Power Allocation Based on Multi-GPU utilization in GAMESS, Masha Sosonkina, Vaibhav Sundriyal, Jorge Luis Galvez Vallejo
Electrical & Computer Engineering Faculty Publications

A Channel State Information Based Virtual MAC Spoofing Detector, Peng Jiang, Hongyi Wu, Chunsheng Xin
Electrical & Computer Engineering Faculty Publications

Artificial Intelligence and Machine Learning in Optical Information Processing: Introduction to the Feature Issue, Khan Iftekharuddin, Chrysanthe Preza, Abdul Ahad S. Awwal, Michael E. Zelinski
Electrical & Computer Engineering Faculty Publications

Deeply Learning Deep Inelastic Scattering Kinematics, Markus Diefenthaler, Abdullah Farhat, Andrii Verbytskyi, Yuesheng Xu
Mathematics & Statistics Faculty Publications

Healthcare 5.0 Security Framework: Applications, Issues and Future Research Directions, Mohammad Wazid, Ashok Kumar Das, Noor Mohd, Youngho Park
VMASC Publications

Understanding the Effectivity and Increased Reliance of Credit Risk Machine Learning Models in Banking, Grishma Baruah
Cybersecurity Undergraduate Research Showcase

Mitigation of Algorithmic Bias to Improve AI Fairness, Kathy Wang
Cybersecurity Undergraduate Research Showcase

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results, Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil Nalawade, Chandan Ganesh, Ben Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Daza, Catalina Gómez, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Reynaud, Yuan-han Mo, Elsa Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Lin-min Pei, Murat AK, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Veronica Vilaplana, Hugh McHugh, Gonzalo Maso Talou, Alan Wang, Jay Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicholas Boutry, Alexis Huard, Lasitha Vidyaratne, Md. Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Elodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Llado, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas Tustison, Craig Meyer, Nisarg A. Shah, Sanjay Talbar, Marc-André Weber, Abhishek Mahajan, Andras Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko1, Daniel Marcus, Aikaterini Kotrotsou, Rivka Colen, John Freymann, Justin Kirby, Christos Davatzikos, Bjoern Menze, Spyridon Bakas, Yarin Gal, Tal Arbel
Electrical & Computer Engineering Faculty Publications

Deep Learning Based Superconducting Radio-Frequency Cavity Fault Classification at Jefferson Laboratory, Lasitha Vidyaratne, Adam Carpenter, Tom Powers, Chris Tennant, Khan M. Iftekharuddin, Md. Monibor Rahman, Anna S. Shabalina
Electrical & Computer Engineering Faculty Publications

Module 3: Technology Foresight and InsurTech, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

Module 1: Introduction to Technology Foresight, Risk Management, and InsurTech, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

InsurTech and Underwriting, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

InsurTech and Actuarial, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

InsurTech and Distribution, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

InsurTech and Claims, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

Introduction to the Course, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

Module 2: Case studies of AI and InsurTech, Michael McShane, C. Ariel Pinto, Hesamoddin Tahami, Hengameh Fakhravar
Developing Technology Foresight: Case Study of AI in InsurTech

Joint Linear and Nonlinear Computation with Data Encryption for Efficient Privacy-Preserving Deep Learning, Qiao Zhang
Electrical & Computer Engineering Theses & Dissertations

Protection of Patient Privacy on Mobile Device Machine Learning, Matthew Nguyen
Cybersecurity Undergraduate Research Showcase

Digitalization of Power Markets and Systems Using Energy Informatics, Umit Cali, Murat Kuzlu, Manisa Pipattanasomporn, James Kempf, Linquan Bai
Engineering Technology Faculty Books

Applied intelligence and informatics first International Conference, AII 2021, Nottingham, UK, July 30-31, 2021, Proceedings, Mufti Mahmud (Editor), M. Shamim Kaiser (Editor), Nikola Kasabov (Editor), Khan Iftekharuddin (Editor), Ning Zhong (Editor)
Electrical & Computer Engineering Faculty Books

Methods for Detecting Floodwater on Roadways from Ground Level Images, Cem Sazara
Computational Modeling & Simulation Engineering Theses & Dissertations

Improving Collection Understanding for Web Archives with Storytelling: Shining Light Into Dark and Stormy Archives, Shawn M. Jones
Computer Science Theses & Dissertations

Deep Learning Approaches for Seagrass Detection in Multispectral Imagery, Kazi Aminul Islam
Electrical & Computer Engineering Theses & Dissertations

Cybersecurity Risk Assessment Using Graph Theoretical Anomaly Detection and Machine Learning, Goksel Kucukkaya
Engineering Management & Systems Engineering Theses & Dissertations

Feature Extraction and Design in Deep Learning Models, Daniel Perez
Computational Modeling & Simulation Engineering Theses & Dissertations

WG²AN: Synthetic Wound Image Generation Using Generative Adversarial Network, Salih Sarp, Murat Kuzlu, Emmanuel Wilson, Ozgur Guler
Engineering Technology Faculty Publications

Fundamentals of Human-Centric ArtificIal Intelligence (A.I): Comparative Analysis of Europe and the U.S. Landscape, Torre Williams, Cesar Ariel Pinto
Undergraduate Research Symposium

Role of Artificial Intelligence in the Internet of Things (IoT) Cybersecurity, Murat Kuzlu, Corinne Fair, Ozgur Guler
Engineering Technology Faculty Publications

Large Scale Subject Category Classification of Scholarly Papers With Deep Attentive Neural Networks, Bharath Kandimalla, Shaurya Rohatgi, Jian Wu, C. Lee Giles
Computer Science Faculty Publications

Human Characteristics Impact on Strategic Decisions in a Human-In-The-Loop Simulation, Andrew J. Collins, Shieda Etemadidavan
Engineering Management & Systems Engineering Faculty Publications

Ship Deck Segmentation in Engineering Document Using Generative Adversarial Networks, Mohammad Shahab Uddin, Raphael Pamie-George, Daron Wilkins, Andres Sousa Poza, Mustafa Canan, Samuel Kovacic, Jiang Li
Engineering Management & Systems Engineering Faculty Publications

You See What I Want You To See: Exploring Targeted Black-Box Transferability Attack for Hash-Based Image Retrieval Systems, Yanru Xiao, Cong Wang
Computer Science Faculty Publications

Advancing Cyanobacteria Biomass Estimation From Hyperspectral Observations: Demonstrations With HICO and PRISMA Imagery, Ryan E. O'Shea, Nima Pahlevan, Brandon Smith, Mariano Bresciani, Todd Egerton, Claudia Giardino, Lin Li, Tim Moore, Antonio Ruiz-Verdu, Steve Ruberg, Stefan G.H. Simis, Richard Stumpf, Diana Vaičiūtė
Biological Sciences Faculty Publications

Assessment and Learning in Knowledge Spaces (ALEKS) Adaptive System Impact on Students' Perception and Self-Regulated Learning Skills, Honda Harati, Laura Sujo-Montes, Chih-Hsiung Tu, Shadow J.W. Armfield, Cherng-Jyh Yen
Educational Foundations & Leadership Faculty Publications

Stock Trend Prediction Using Candlestick Charting and Ensemble Machine Learning Techniques with a Novelty Feature Engineering Scheme, Yaohu Lin, Shancun Liu, Haijun Yang, Harris Wu
Information Technology & Decision Sciences Faculty Publications

Improving Stock Trading Decisions Based on Pattern Recognition Using Machine Learning Technology, Yaohu Lin, Shancun Liu, Haijun Yang, Harris Wu, Bingbing Jiang
Information Technology & Decision Sciences Faculty Publications

The Enlightening Role of Explainable Artificial Intelligence in Chronic Wound Classification, Salih Sarp, Murat Kuzlu, Emmanuel Wilson, Umit Cali, Ozgur Guler
Engineering Technology Faculty Publications

DeapSECURE Computational Training for Cybersecurity Students: Improvements, Mid-Stage Evaluation, and Lessons Learned, Wirawan Purwanto, Yuming He, Jewel Ossom, Qiao Zhang, Liuwan Zhu, Karina Arcaute, Masha Sosonkina, Hongyi Wu
University Administration Publications

Continuity of Chen-Fliess Series for Applications in System Identification and Machine Learning, Rafael Dahmen, W. Steven Gray, Alexander Schmeding
Electrical & Computer Engineering Faculty Publications

Converting Optical Videos to Infrared Videos Using Attention GAN and Its Impact on Target Detection and Classification Performance, Mohammad Shahab Uddin, Reshad Hoque, Kazi Aminul Islam, Chiman Kwan, David Gribben, Jiang Li
Electrical & Computer Engineering Faculty Publications

Tackling AI Bias with GANs, Noam Stanislawski
Cybersecurity Undergraduate Research Showcase

Using Torchattacks to Improve the Robustness of Models with Adversarial Training, William S. Matos Díaz
Cybersecurity: Deep Learning Driven Cybersecurity Research in a Multidisciplinary Environment

A Tool for Segmentation of Secondary Structures in 3D Cryo-EM Density Map Components Using Deep Convolutional Neural Networks, Yongcheng Mu, Salim Sazzed, Maytha Alshammari, Jiangwen Sun, Jing He
Computer Science Faculty Publications

CLEAR: Clean-Up Sample Targeted Backdoor in Neural Networks, Liuwan Zhu, Rui Ning, Chunsheng Xin, Chonggang Wang, Hongyi Wu
Electrical & Computer Engineering Faculty Publications

Enhanced Traffic Incident Analysis with Advanced Machine Learning Algorithms, Zhenyu Wang
Computational Modeling & Simulation Engineering Theses & Dissertations

Fundamentals of Human-Centric Artificial Intelligence (A.I.): Comparative Analysis of Europe and the U. S. Landscape, Torré A. Williams
Cybersecurity Undergraduate Research Showcase

Autonomous vehicles and the ethical tension between occupant and non-occupant safety, Jason Borenstein, Joseph Herkert, Keith Miller
The Journal of Sociotechnical Critique

Gaining Insight into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools, Murat Kuzlu, Umit Cali, Vinayak Sharma, Özgür Güler
Engineering Technology Faculty Publications

Deep Learning for Remote Sensing Image Processing, Yan Lu
Computational Modeling & Simulation Engineering Theses & Dissertations

Secure Mobile Computing by Using Convolutional and Capsule Deep Neural Networks, Rui Ning
Electrical & Computer Engineering Theses & Dissertations

Human supremacy as posthuman risk, Daniel Estrada
The Journal of Sociotechnical Critique

What do Undergraduate Engineering Students and Preservice Teachers Learn by Collaborating and Teaching Engineering and Coding through Robotics?, Jennifer Jill Kidd, Krishnanand Kaipa, Samuel J. Jacks, Stacie I. Ringleb, Pilar Pazos, Kristie Gutierrez, Orlando M. Ayala, Lillian Maria de Souza Almeida
Teaching & Learning Faculty Publications

Truck Trailer Classification Using Side-Fire Light Detection And Ranging (LiDAR) Data, Olcay Sahin
Civil & Environmental Engineering Theses & Dissertations

Deep Cellular Recurrent Neural Architecture for Efficient Multidimensional Time-Series Data Processing, Lasitha S. Vidyaratne
Electrical & Computer Engineering Theses & Dissertations

A Feel for the Game: AI, Computer Games and Perceiving Perception, Marc A. Ouellette, Steven Conway
English Faculty Publications

Rev Up Robotics: Real-World Computational Thinking in the K–8 Classroom, Jorge Valenzuela
STEMPS Faculty Books

Reconstruction of Gene Regulatory Network in Early Bovine Embryo, Sean Leonard, Jiangwen Sun
Undergraduate Research Symposium

GangSweep: Sweep Out Neural Backdoors by GAN, Liuwan Zhu, Rui Ning, Cong Wang, Chunsheng Xin, Hongyi Wu
Computer Science Faculty Publications

Shipbuilding Supply Chain Framework and Digital Transformation: A Project Portfolios Risk Evaluation, Rafael Diaz, Katherine Smith, Rafael Landaeta, Antonio Padovano
VMASC Publications

Special Section Guest Editorial: Machine Learning In Optics, Jonathan Howe, Travis Axtell, Khan Iftekharuddin
Electrical & Computer Engineering Faculty Publications

Generative Adversarial Networks for Visible to Infrared Video Conversion, Mohammad Shahab Uddin, Jiang Li, Chiman Kwan (Ed.)
Electrical & Computer Engineering Faculty Publications

Evade Deep Image Retrieval by Stashing Private Images in the Hash Space, Yanru Xiao, Cong Wang, Xing Gao
Computer Science Faculty Publications

Data and Artificial Intelligence: Mismatch Between Expectations and Uses, Diana Garcia
Cybersecurity Undergraduate Research Showcase

Robotically Steered Needles: A Survey of Neurosurgical Applications and Technical Innovations, Michel A. Audette, Stéphane P.A. Bordas, Jason E. Blatt
Computational Modeling & Simulation Engineering Faculty Publications

Accessibility of Deepfakes, Andrew L. Collings
Cybersecurity Undergraduate Research Showcase

Demonstration of Visible and Near Infrared Raman Spectrometers and Improved Matched Filter Model for Analysis of Combined Raman Signals, Alexander Matthew Atkinson
Electrical & Computer Engineering Theses & Dissertations

Developing Algorithms to Detect Incidents on Freeways From Loop Detector and Vehicle Re-Identification Data, Biraj Adhikari
Civil & Environmental Engineering Theses & Dissertations

Using Feature Extraction From Deep Convolutional Neural Networks for Pathological Image Analysis and Its Visual Interpretability, Wei-Wen Hsu
Electrical & Computer Engineering Theses & Dissertations

Success Factors Impacting Artificial Intelligence Adoption --- Perspective From the Telecom Industry in China, Hong Chen
Theses and Dissertations in Business Administration

Keeping Anonymity at the Consumer Behavior on the Internet: Proof of Sacrifice, Sachio Horie
Computer Ethics - Philosophical Enquiry (CEPE) Proceedings

Confucian Robot Ethics, Qin Zhu, Tom Williams, Ruchen Wen
Computer Ethics - Philosophical Enquiry (CEPE) Proceedings

Human Supremacy as Posthuman Risk, Daniel Estrada
Computer Ethics - Philosophical Enquiry (CEPE) Proceedings

Autonomous Vehicles and the Ethical Tension Between Occupant and Non-Occupant Safety, Jason Borenstein, Joseph Herkert, Keith W. Miller
Computer Ethics - Philosophical Enquiry (CEPE) Proceedings

Variable Speed Limit Control at SAG Curves Through Connected Vehicles: Implications of Alternative Communications and Sensing Technologies, Reza Vatani Nezafat
Civil & Environmental Engineering Theses & Dissertations

A Data-Driven Approach for Modeling Agents, Hamdi Kavak
Computational Modeling & Simulation Engineering Theses & Dissertations

Development and Initial Evaluation of a Reinforced Cue Detection Model to Assess Situation Awareness in Commercial Aircraft Cockpits, Aysen K. Taylor
Engineering Management & Systems Engineering Theses & Dissertations

Electroencephalogram (EEG) For Delineating Objective Measure of Autism Spectrum Disorder, Sampath Jayarathna, Yasith Jayawardana, Mark Jaime, Sashi Thapaliya
Computer Science Faculty Publications

Clinical Big Data and Deep Learning: Applications, Challenges, and Future Outlooks, Ying Yu, Liangliang Liu, Yaohang Li, Jianxin Wang
Computer Science Faculty Publications

Drug Repositioning Based on Bounded Nuclear Norm Regularization, Mengyun Yang, Huimin Lao, Yaohang Li, Jianxin Wang
Computer Science Faculty Publications

End-to-End Learning Via a Convolutional Neural Network for Cancer Cell Line Classification, Darlington A. Akogo, Xavier-Lewis Palmer
Electrical & Computer Engineering Faculty Publications

Computational Modeling of Trust Factors Using Reinforcement Learning, C. M. Kuzio, A. Dinh, C. Stone, L. Vidyaratne, K. M. Iftekharuddin
Electrical & Computer Engineering Faculty Publications

The Role of Data Analytics in Education: Possibilities & Limitations, Robert L. Moore
STEMPS Faculty Publications

Emerging Roles of Virtual Patients in the Age of AI, C. Donald Combs, P. Ford Combs
Computational Modeling & Simulation Engineering Faculty Publications

Transfer Learning for Detecting Unknown Network Attacks, Juan Zhao, Sachin Shetty, Jan Wei Pan, Charles Kamhoua, Kevin Kwiat
VMASC Publications

Reimagining Medical Education in the Age of AI, Steven A. Wartman, C. Donald Combs
Computational Modeling & Simulation Engineering Faculty Publications

Identification and Optimal Linear Tracking Control of ODU Autonomous Surface Vehicle, Nadeem Khan
Mechanical & Aerospace Engineering Theses & Dissertations

Non-Destructive Evaluation for Composite Material, Desalegn Temesgen Delelegn
Electrical & Computer Engineering Theses & Dissertations

Design and Implementation of an Artificial Neural Network Controller for Quadrotor Flight in Confined Environment, Ahmed Mekky
Mechanical & Aerospace Engineering Theses & Dissertations

Human-Intelligence and Machine-Intelligence Decision Governance Formal Ontology, Faisal Mahmud
Engineering Management & Systems Engineering Theses & Dissertations

Speech Based Machine Learning Models for Emotional State Recognition and PTSD Detection, Debrup Banerjee
Electrical & Computer Engineering Theses & Dissertations

Augmented Intelligence, Navya Dev
Virginias Collegiate Honors Council Conference

Granting Personhood for Sentient Non-Human Animals and Sentient Artificial Intelligences: A Demonstrative Argument, Jeremiah Meadows
Virginias Collegiate Honors Council Conference

Glowworm Swarm Optimization: Theory, Algorithms, and Applications, Krishnanand N. Kaipa, Debasish Ghose
Mechanical & Aerospace Engineering Faculty Books

Human-Intelligence/Machine-Intelligence Decision Governance: An Analysis from Ontological Point of View, Faisal Mahmud, Teddy Steven Cotter
Engineering Management & Systems Engineering Faculty Publications

Sensitivity Analysis Method to Address User Disparities in the Analytic Hierarchy Process, Marie Ivanco, Gene Hou, Jennifer Michaeli
Mechanical & Aerospace Engineering Faculty Publications

Deep Models for Engagement Assessment With Scarce Label Information, Feng Li, Guangfan Zhang, Wei Wang, Roger Xu, Tom Schnell, Jonathan Wen, Frederic McKenzie, Jiang Li
Electrical & Computer Engineering Faculty Publications

Robust Algorithms for Estimating Vehicle Movement from Motion Sensors Within Smartphones, Ilyas Ustun
Computational Modeling & Simulation Engineering Theses & Dissertations

A Hybrid Tabu/Scatter Search Algorithm for Simulation-Based Optimization of Multi-Objective Runway Operations Scheduling, Bulent Soykan
Engineering Management & Systems Engineering Theses & Dissertations

Simulation-Based Environment for the Eye-Tracking Control of Tele-Operated Mobile Robots, Ginger S. Watson, Yiannis E. Papelis, Katheryn C. Hicks
STEMPS Faculty Publications

The Reconfigurable Machinery Efficient Workspace Analysis Based on the Twist Angles, Ana M. Djuric, Vukica Jovanovic, Mirjana Filipovic, Ljubinko Kevac
Engineering Technology Faculty Publications

Research Agenda into Human-Intelligence/Machine-Intelligence Governance, Teddy Steven Cotter
Engineering Management & Systems Engineering Faculty Publications

A Comparative Study of Two Prediction Models for Brain Tumor Progression, Deqi Zhou, Loc Tran, Jihong Wang, Jiang Li, Karen O. Egiazarian (Ed.), Sos S. Agaian (Ed.), Atanas P. Gotchev (Ed.)
Electrical & Computer Engineering Faculty Publications

Sparse Coding Based Dense Feature Representation Model for Hyperspectral Image Classification, Ender Oguslu, Guoqing Zhou, Zezhong Zheng, Khan Iftekharuddin, Jiang Li
Electrical & Computer Engineering Faculty Publications

Potential of Cognitive Computing and Cognitive Systems, Ahmed K. Noor
Computational Modeling & Simulation Engineering Faculty Publications

Markov Chain Monte Carlo Bayesian Predictive Framework for Artificial Neural Network Committee Modeling and Simulation, Michael S. Goodrich
Computational Modeling & Simulation Engineering Theses & Dissertations

Deep Model for Improved Operator Function State Assessment, Feng Li, Jonathan Wen, Jiang Li, Guangfan Zhang, Roger Xu, Tom Schnell
Electrical & Computer Engineering Faculty Publications

Ontology, Epistemology, and Teleology for Modeling and Simulation: Philosophical Foundations for Intelligent M&S Applications, Andreas Tolk (Editor)
Computational Modeling & Simulation Engineering Books

Incorporating Memory and Learning Mechanisms Into Meta-RaPS, Arif Arin
Engineering Management & Systems Engineering Theses & Dissertations

On a Versatile Stochastic Growth Model, Samiur Arif, Ismail Khalil, Stephan Olariu
Computer Science Faculty Publications

Model Individualization for Real-Time Operator Functional State Assessment, Guangfan Zhang, Roger Xu, Wei Wang, Aaron A. Pepe, Feng Li, Jiang Li, Frederick McKenzie, Tom Schnell, Nick Anderson, Dean Heitkamp
Electrical & Computer Engineering Faculty Publications

Sparse Coding for Hyperspectral Images Using Random Dictionary and Soft Thresholding, Ender Oguslu, Khan Iftekharuddin, Jiang Li, Mark Allen Neifeld (Ed.), Amit Ashok (Ed.)
Electrical & Computer Engineering Faculty Publications

Random Keys Genetic Algorithms Scheduling and Rescheduling Systems for Common Production Systems, Elkin Rodriguez-Velasquez
Engineering Management & Systems Engineering Theses & Dissertations

Intelligence-Based Systems Engineering, Andreas Tolk (Editor), Lakhmi C. Jain (Editor)
Computational Modeling & Simulation Engineering Books

EEG Artifact Removal Using a Wavelet Neural Network, Hoang-Anh T. Nguyen, John Musson, Jiang Li, Frederick McKenzie, Guangfan Zhang, Roger Xu, Carl Richey, Tom Schnell, Thomas E. Pinelli (Ed.)
Electrical & Computer Engineering Faculty Publications

Marine Buoy Detection Using Circular Hough Transform, Loc Tran, Justin Selfridge, Gene Hou, Jiang Li
Electrical & Computer Engineering Faculty Publications

Prediction of Brain Tumor Progression Using Multiple Histogram Matched MRI Scans, Debrup Banerjee, Loc Tran, Jiang Li, Yuzhong Shen, Frederic McKenzie, Jihong Wang, Ronald M. Summers (Ed.), Bram van Ginneken (Ed.)
Electrical & Computer Engineering Faculty Publications

An Integrated Computer-Aided Robotic System for Dental Implantation, Xiaoyan Sun, Yongki Yoon, Jiang Li, Frederic D. McKenzie
Electrical & Computer Engineering Faculty Publications

Imbalanced Learning for Functional State Assessment, Feng Li, Frederick McKenzie, Jiang Li, Guanfan Zhang, Roger Xu, Carl Richey, Tom Schnell, Thomas E. Pinelli (Ed.)
Electrical & Computer Engineering Faculty Publications

Prediction of Brain Tumor Progression Using a Machine Learning Technique, Yuzhong Shen, Debrup Banerjee, Jiang Li, Adam Chandler, Yufei Shen, Frederic D. McKenzie, Jihong Wang, Nico Karssemeijer (Ed.), Ronald M. Summers (Ed.)
Electrical & Computer Engineering Faculty Publications

A Method for Introducing Artificial Perception (AP) to Improve Human Behavior Representation (HBR) Using Agents in Synthetic Environments, Randall Bartholomew Garrett
Computational Modeling & Simulation Engineering Theses & Dissertations

TREE-D-SEEK: A Framework for Retrieving Three-Dimensional Scenes, Saurav Mazumdar
Electrical & Computer Engineering Theses & Dissertations

Complex Systems in Knowledge-Based Environments: Theory, Models and Applications, Andreas Tolk, Lakhmi C. Jain
Computational Modeling & Simulation Engineering Books

A Practical Approach to Robotic Design for the DARPA Urban Challenge, Benjamin J. Patz, Yiannis Papelis, Remo Pillat, Gary Stein, Don Harper
VMASC Publications

Learning as a Nonlinear Line of Attraction for Pattern Association, Classification and Recognition, Ming-Jung Seow
Electrical & Computer Engineering Theses & Dissertations

Hybrid Committee Classifier for a Computerized Colonic Polyp Detection System, Jiang Li, Jianhua Yao, Nicholas Petrick, Ronald M. Summers, Amy K. Hara, Joseph M. Reinhardt (Ed.), Josien P.W. Pluim (Ed.)
Electrical & Computer Engineering Faculty Publications

Design of Adaptive Sliding Mode Fuzzy Control for Robot Manipulator Based on Extended Kalman Filter, Abdelrahman Aledhaibi
Mechanical & Aerospace Engineering Theses & Dissertations

Study of Human Factors Variables in Battle Outcome Prediction Models, David Andrew Glovier
Engineering Management & Systems Engineering Theses & Dissertations

A Synthesized Methodology for Eliciting Expert Judgment for Addressing Uncertainty in Decision Analysis, Richard W. Monroe
Engineering Management & Systems Engineering Theses & Dissertations

Exploring Knowledge Processes for Technology Assimilation, Rochelle K. Young
Engineering Management & Systems Engineering Theses & Dissertations

Comparing Traditional Statistical Models with Neural Network Models: The Case of the Relation of Human Performance Factors to the Outcomes of Military Combat, William Oliver Hedgepeth
Engineering Management & Systems Engineering Theses & Dissertations

Recognition of Quadric Surfaces From Range Data: An Analytical Approach, Ivan X. D. D'Cunha
Electrical & Computer Engineering Theses & Dissertations

Monitoring Computer Systems: An Intelligent Approach, Myron Zhihong Xu
Computer Science Theses & Dissertations

Reasoning by Analogy in a Multi-Level System Architecture for the Design of Mechanisms, Ghassan F. Issa
Computer Science Theses & Dissertations

Kinematic Synthesis of Deployable-Foldable Truss Structures Using Graph Theory, Dirk B. Warnaar
Mechanical & Aerospace Engineering Theses & Dissertations

Effectiveness Analysis of Knowledge Bases, Shensheng Zhao
Computer Science Theses & Dissertations

Integration of Abductive and Deductive Inference Diagnosis Model and Its Application in Intelligent Tutoring System, Jingying Zhang
Computer Science Theses & Dissertations

A Classification Approach for Automated Reasoning Systems--A Case Study in Graph Theory, Rong Lin
Computer Science Theses & Dissertations