Submissions from 2024
Detecting Substance Use Disorder using Social Media Data and Dark Web: Time and Knowledge aware Study, Usha Lokala, Orchid Chetia Phukan, Triyasha Ghosh Dastidar, Francois Lamy, Raminta Daniulaityte, and Amit Sheth
Neurosymbolic Cognitive Methods for Enhancing Foundation Model-based Reasoning, Kaushik Roy, Siyu Wu, and Alessandro Oltramari
Neurosymbolic AI approach to Attribution in Large Language Models, Deepa Tilwani, Revathy Venkataramanan, and Amit P. Sheth
Empowering Causal Machine Learning for Large-Scale Manufacturing Pipelines with Knowledge Graphs, Yuxin Zi, Cory Henson, and Amit P. Sheth
Submissions from 2022
MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-Of-The-Art, Jianjun Hu, Stanislav Stefanov, Yuqi Song, Sadman Sadeed Omee, Steph-Yves Louis, Edirisuriya M.D. Siriwardane, Yong Zhao, and Lai Wei
Self-Relabeling for Noise-Tolerant Retina Vessel Segmentation Through Label Reliability Estimation, Jiacheng Li, Ruirui Li, Ruize Han, and Song Wang
Scalable Deeper Graph Neural Networks for High-Performance Materials Property Prediction, Sadman Sadeed Omee, Steph-Yves Louis, Nihang Fu, Lai Wei, Sourin Dey, Rongzhi Dong, Qinyang Li, and Jianjun Hu
An Ontology for Cardiothoracic Surgical Education and Clinical Data Analytics, Maryam Panahiazar, Yorick Chern, Ramon Riojas, Omar S.Latif, Usha Lokala, Dexter Hadley, Amit Sheth, and Ramin E.Beygui
Securing Information on a Web Application System to Facilitate Online Blood Donation Booking, Hrishitva Patel
Submissions from 2021
"Etazene, safer than heroin and fentanyl": Non-fentanyl Novel Synthetic Opioid Listings on One Darknet Market, Francois R. Lamy, Raminta Daniulaityte, Monica J. Barratt, Usha Lokala, Amit Sheth, and Robert G. Carlson
Mlatticeabc: Generic Lattice Constant Prediction of Crystal Materials Using Machine Learning, Yuxin Li, Wenhui Yang, Rongzhi Dong, and Jianjun Hu
Knowledge infused Natural Language understanding for Public Health, Epidemiology, and Substance Use, Usha Lokala, Manas Gaur, Kaushik Roy, and Amit Sheth
Knowledge-infused NLU for Addiction and Mental Health Research, Usha Lokala, Manas Gaur, Kaushik Roy, and Amit Sheth
eDarkTrends: Harnessing Social Media Trends in Substance Use Disorders for Opioid Listings on Cryptomarket, Usha Lokala, Francois Lamy, Triyasha Ghosh Dastidar, Kaushik Roy, Raminta Daniulaityte, Srinivasan Parthasarathy, and Amit Sheth
Knowledge-Infused Abstractive Summarization of Clinical Diagnostic Interviews: Framework Development Study, Gaur Manas, Vamsi Aribandi, Ugur Kursuncu, Amanuel Alambo, Valerie L. Shalin, Krishnaprasad Thirunarayan, Jonathan Beich, Meera Narasimhan, and Amit P. Sheth Ph.D.
Knowledge-Infused Abstractive Summarization of Clinical Diagnostic Interviews: Framework Development Study, Gaur Manas, Vamsil Aribandi, Ugur Kursuncu, Amanuel Alambo, Valerie L. Shalin, Krishnaprasad Thirunarayan, Jonathan Beich, Meera Narasimhan, and Amit P. Sheth
Tutorial on Knowledge In - Wisdom Out - Explainable Data for AI in Cyber Social Threats and Public Health, Amit Sheth, Kaushik Roy, Manas Gaur, and Usha Lokala
Intelligent Optimization Algorithm-Based Path Planning for a Mobile Robot, Qisong Song, Shaobo Li, Jing Yang, Qiang Bai, Jianjun Hu, Xingxing Zhang, and Ansi Zhang
Identify RNA-Associated Subcellular Localizations Based on Multi-Label Learning Using Chou’s 5-Steps Rule, Hao Wang, Yijie Ding, Jijun Tang Ph.D., Quan Zou, and Fei Guo
Unified Multi-Objective Genetic Algorithm for Energy Efficient Job Shop Scheduling, Hongjong Wei, Shaobo Li, Huageng Quan, Dacheng Liu, Shu Rao, Chuanjiang Li, and Jianjun Hu
“When They Say Weed Causes Depression, but It’s Your Fav Antidepressant”: Knowledge-Aware Attention Framework for Relationship Extraction, Shweta Yadav, Usha Lokala, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Francois Lamy, and Amit P. Sheth
High-Throughput Discovery of Novel Cubic Crystal Materials Using Deep Generative Neural Networks, Yong Zhao, Mohammed Al-Fahdi, Ming Hu, Edirisuriya M.D. Siriwardane, Yuqi Song, Alireza Nasiri, and Jianjun Hu
Submissions from 2020
Critical Temperature Prediction of Superconductors Based on Atomic Vectors and Deep Learning, Shaobo Li, Yabo Dan, Xiang Li, Tiantian Hu, Rongzhi Dong, Zhuo Cao, and Jianjun Hu
Submissions from 2019
Convolutional Neural Networks for Crystal Material Property Prediction Using Hybrid Orbital-Field Matrix and Magpie Descriptors, Zhuo Cao, Yabo Dan, Zheng Xiong, Chengcheng Niu, Xiang Li, Songrong Qian, and Jianjun Hu
Convolutional Neural Networks for Crystal Material Property Prediction Using Hybrid Orbital-Field Matrix and Magpie Descriptors, Zhuo Cao, Yabo Dan, Zheng Xiong, Chengcheng Niu, Xiang Li, Songrong Qian, and Jianjun Hu
LightCpG: A Multi-View CpG Sites Detection on Single-Cell Whole Genome Sequence Data, Limin Jiang, Chongqing Wang, Jijun Tang, and Fei Gu
Discovering Cancer Subtypes via an Accurate Fusion Strategy on Multiple Profile Data, Limin Jiang, Yongkang Xiao, Yijie Ding, Jijun Tang, and Fei Guo
A Review of Text Corpus-Based Tourism Big Data Mining, Qin Lin, Shaobo Li, Sen Zhang, Jie Hu, and Jianjun Hu
A Review of Text Corpus-Based Tourism Big Data Mining, Qin Li, Shaobo Li, Sen Zhang, Jie Hu, and Jianhun Hu
Computational Screening of New Perovskite Materials Using Transfer Learning and Deep Learning, Xiang Li, Yabo Dan, Rongzhi Dong, Zhuo Cao, Chengcheng Niu, Yuqi Song, Shaobo Li, and Jianjun Hu
Personalized Product Evaluation Based on GRA-TOPSIS and Kansei Engineering, HuaFeng Quan, Shaobo Li, Hongjing Wei, and Jianjun Hu
Multivariate Information Fusion With Fast Kernel Learning to Kernel Ridge Regression in Predicting LncRNA-Protein Interactions, Cong Shen, Yijie Ding, Jijun Tang, and Fei Guo
Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning, Ansi Zhang, Shaobo Li, Yuxin Cui, Wanli Yang, Rongzhi Dong, and Jianjun Hu
Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks, Sen Zhang, Yong Yao, Jie Hu, Yong Zhao, Shaobo Li, and Jianjun Hu
Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks, Sen Zhang, Yong Yao, Jie Hu, Yong Zhao, Shaobo Li, and Jianjun Hu
Deep Autoencoder Neural Networks for Short-Term Traffic Congestion Prediction of Transportation Networks, Sen Zhang, Yong Yao, Jie Hu, Yong Zhao, Shaobo Li, and Jianjun Hu
Diagnosis of Brain Diseases via Multi-Scale Time-Series Model, Zehua Zhang, Junhai Xu, Jijun Tang, Quan Zou, and Fei Guo
FKRR-MVSF: A Fuzzy Kernel Ridge Regression Model for Identifying DNA-Binding Proteins by Multi-View Sequence Features via Chou's Five-Step Rule, Yi Zou, Yije Ding, Jijun Tang, Fei Guo, and Li Peng
FKRR-MVSF: A Fuzzy Kernel Ridge Regression Model for Identifying DNA-Binding Proteins by Multi-View Sequence Features via Chou's Five-Step Rule, Yi Zou, Yijie Ding, Jijun Tang, Fei Guo, and Li Peng
Submissions from 2018
Mobile Decision Support Tool for Emergency Departments and Mass Casualty Incidents (EDIT): Initial Study, Nicholas Boltin, Diego Valdes, Joan M. Culley, and Homayoun Valafar
A Hierarchical Feature Extraction Model for Multi-Label Mechanical Patent Classification, Jie Hu, Shaobo Li, Jianjun Hu, and Guanci Yang
Patent Keyword Extraction Algorithm Based on Distributed Representation for Patent Classification, Jie Hu, Shaobo Li, Yong Yao, Liya Yu, Guanci Yang, and Jianjun Hu
Tourism Review Sentiment Classification Using a Bidirectional Recurrent Neural Network with an Attention Mechanism and Topic-Enriched Word Vectors, Qin Li, Shaobo Li, Jie Hu, Sen Zhang, and Jianjun Hu
ASPIE: A Framework for Active Sensing and Processing of Complex Events in the Internet of Manufacturing Things, Shaobo Li, Weixing Chen, Jie Hu, and Jianjun Hu
A Bayesian Network Based Adaptability Design of Product Structures for Function Evolution, Shaobo Li, Yongming Wu, Yan-xia Xu, Jie Hu, and Jianjun Hu
An Ensemble Stacked Convolutional Neural Network Model for Environmental Event Sound Recognition, Shaobo Li, Yong Yao, Jie Hu, Guokai Liu, Xuemei Yao, and Jianjun Hu
A Novel Evolutionary Algorithm for Designing Robust Analog Filters, Shaobo Li, Wang Zou, and Jianjun Hu
Product Innovation Design Based on Deep Learning and Kansei Engineering, Huafeng Quan, Shaobo Li, and Jianjun Hu
Hybrid Genetic Simulated Annealing Algorithm for Improved Flow Shop Scheduling with Makespan Criterion, Hongjing Wei, Shaobo Li, Houmin Jiang, and Jianjun Hu
End-To-End Convolutional Neural Network Model for Gear Fault Diagnosis Based on Sound Signals, Yong Yao, Honglei Wang, Shaobo Li, Zhongnhao Liu, Gui Gui, Yabo Dan, and Jianjun Hu
Transfer Learning With Deep Recurrent Neural Networks for Remaining Useful Life Estimation, Ansi Zhang, Shaobo Li, Yuxin Cui, Zhonghao Liu, Guanci Yang, and Jianjun Hu
Transfer Learning with Deep Recurrent Neural Networks for Remaining Useful Life Estimation, Ansi Zhang, Honglei Wang, Shaobo Li, Yuxin Cui, Guanci Yang, and Jianjun Hu
Submissions from 2017
Reconstructing Yeasts Phylogenies and Ancestors from Whole Genome Data, Bing Feng, Yu Ling, Lingxi Zhou, Roufan Xia, Fei Hu, and Chao Liu
Reconstructing Yeasts Phylogenies and Ancestors from Whole Genome Data, Bing Feng, Yu Lin, Lingxi Zhou, Yan Guo, Robert Friedman, Roufan Xia, Chao Liu, and Jijun Tang
Trading Pounds for Points: Engagement and Weight Loss in a Mobile Health Intervention, Sarah Hales, Gabrielle M. Turner-McGrievy, Sarah Wilcox, Rachel E. Davis, Arjang Fahim, Michael Huhns, and Homayoun Valafar
An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis, Shaobo Li, Guokai Liu, Xianghong Tang, Jianguang Lu, and Jianjun Hu
An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis, Shaobo Li, Guoka Liu, Xianghong Tang, Jianguang Lu, and Jianjun Hu
TALI: Local Alignment of Protein Structures Using Backbone Torsion Angles, Xijiang Miao, Peter J. Waddell, and Homayoun Valafar
Identification of Novel Cancer Therapeutic Targets Using a Designed and Pooled shrna Library Screen, David Oliver, Hao Ji, Piaomu Liu, Alexander Gasparian, Ellen Gardiner, Samuel Lee, Adrian Zenteno, Lillian O. Perinskaya, Mengqian Chen, Phillip Buckhaults, Eugenia Broude, Michael D. Wyatt, Homayoun Valafar, Edsel A. Pena, and Michael Shtutman
Analysis of Co-Associated Transcription Factors via Ordered Adjacency Differences on Motif Distribution, Gaofeng Pan, Jijun Tang, and Fei Guo
An Ameliorated Prediction of Drug–Target Interactions Based on Multi-Scale Discrete Wavelet Transform and Network Features, Cong Shen, Yijie Ding, Jijun Tang, Xinying Xu, and Fei Guo
An Advanced Multi-Sensor Acousto-Ultrasonic Structural Health Monitoring System: Development and Aerospace Demonstration, Joel Smithard, Nik Rajic, Stephen van der Velden, Patrick Norman, Cedric Rosalie, Steve Galea, Hanfei Mei, Bin Lin, and Victor Giurgiutiu
Choosing Between Responsive-Design Websites Versus Mobile Apps for Your Mobile Behavioral Intervention: Presenting Four Case Studies, Gabrielle Turner-McGrievy, Sarah B. Hales, Danielle E. Schoffman, Homayoun Valafar, Keith Brazendale, Robert Glenn Weaver, Michael W. Beets, Michael David Wirth, Nitin Shivappa, Trisha Mandes, James R. Hébert, Sara Wilcox, Andrew Hester, and Matthew J. McGrievy
Improving Rolling Bearing Fault Diagnosis by DS Evidence Theory Based Fusion Model, Xuemei Yao, Shaobo Li, and Jianjun Hu
Improvement of Phylogenetic Method to Analyze Compositional Heterogeneity, Zehua Zhang, Kecheng Guo, Gaofeng Pan, Jijun Tang, and Fei Guo
Phylogeny Analysis from Gene-Order Data with Massive Duplications, Lingxi Zhou, Yu Ling, Bing Feng, Jieyi Zhao, and Jijun Tang
Submissions from 2016
Recognition of Smoking Gesture Using Smart Watch Technology, Casey A. Cole, Bethany Janos, Dien Anshari, James Thrasher, Scott Strayer, and Homayoun Valafar
Structure Calculation and Reconstruction of Discrete-State Dynamics from Residual Dipolar Couplings., Casey A. Cole, Rishi Mukhopadhyay, Hanin Omar, Mirko Hennig, and Homayoun Valafar
A Mixed-Methods Approach to the Development, Refinement, and Pilot Testing of Social Networks for Improving Healthy Behaviors, Sarah Hales, Gabrielle Turner-McGrievy, Arjang Fahim, Andrew Freix, Sara Wilcox, Rachel E. Davis, Michael N. Huhns, and Homayoun Valafar
Social Networks for Improving Healthy Weight Loss Behaviors for Overweight and Obese Adults: A Randomized Clinical Trial of the Social Pounds off Digitally (Social Pod) Mobile App, Sarah Hales, Gabrielle Turner-McGrievy, Sara Wilcox, Arjang Fahim, Rachel E. Davis, Micheal Huhns, and Homayoun Valafar
Submissions from 2015
Younger and Older Users׳ Recognition of Virtual Agent Facial Expressions, Jenay Beer, C.-A. Smarr, A. D. Fisk, and W. A. Rogers
Ms. An, Feasibility Study with a Robot Teaching Assistant, K. R. Liles and Jenay Beer
Smart Presence for Retirement Community Employees, K. R. Liles, A. Kacmar, Rachel E. Stuck, and Jenay Beer
Towards a Human Factors Model for Underwater Robotics, X. Wu, R. E. Stuck, I. Rekleitis, and Jenay Beer
Submissions from 2014
Toward a Framework for Levels of Robot Autonomy in Human-Robot Interaction, Jenay Beer, A. D. Fisk, and W. A. Rogers
Understanding Challenges in the Front Lines of Home Health Care: A Human-Systems Approach, Jenay Beer, S. E. McBride, T. L. Mitzner, and W. A. Rogers
Detection of On-Road Vehicles Emanating GPS Interference, Gorkem Kar, Hossen Mustafa, Yan Wang, Yingying Chan, Wenyuan Xu, Marco Gruteser, and Tam Vu
Conformational Changes and Translocation of Tissue-Transglutaminase to the Plasma Membranes: Role in Cancer Cell Migration, Ambrish Kumar, Jianjun Hu, Holly A. LaVoie, Kenneth B. Walsh, Donald J. DiPette, and Ugra S. Singh
Computational Identification of Post-Translational Modification-Based Nuclear Import Regulations by Characterizing Nuclear Localization Signal-Import Receptor Interaction, J.-R. Lin, Z. Liu, and Jianjun Hu
Network Based Prediction of Protein Localization Using Diffusion Kernel, A. Mondal and Jianjun Hu
Dynafold: A Dynamic Programming Approach to Protein Backbone Structure Determination from Minimal Sets of Residual Dipolar Couplings, Rishi Mukhopadhyay, Stephanie Irausquin, Christopher Schmidt, and Homayoun Valafar
CETAD: Detecting Evil Twin Access Point Attacks in Wireless Hotspots, Hossen Mustafa and Wenyuan Xu
You Can Call but You Can't Hide: Detecting Caller ID Spoofing Attacks, Hossen Mustafa, Wenyuan Xu, Ahmad-Reza Sadeghi, and Steffen Schulz
Improvements to Redcraft: A Software Tool for Simultaneous Characterization of Protein Backbone Structure and Dynamics from Residual Dipolar Couplings, Mikhail Simin, Stephanie Irausquin, Casey A. Cole, and Homayoun Valafar
Domestic Robots for Older Adults: Attitudes, Preferences, and Potential, C.-A. Smarr, T. L. Mitzner, Jenay Beer, A. Prakash, T. L. Chen, C. C. Kemp, and W. A. Rogers
Socially Assistive Robots for the Aging Population: Are We Trapped in Stereotypes?, A. Weiss, Jenay Beer, T. Shibata, and M. Vincze
MC2: Multimode User-Centric Design of Wireless Sensor Networks for Long-Term Monitoring, Ming Xia, Yabo Dong, Wenyuan Xu, Xiangyang Li, and Dongming Lu
Submissions from 2013
Current Events: Identifying Webpages by Tapping the Electrical Outlet, Shane S. Clark, Hossen Mustafa, Benjamin Ransford, Jacob Sorber, Kevin Fu, and Wenyuan Xu
WattsUpDoc: Power Side Channels to Nonintrusively Discover Untargeted Malware on Embedded Medical Devices, Shane S. Clark, Benjamin Ransford, Amir Rahmati, Shane Guineau, Jacob Sorber, Kevin Fu, and Wenyuan Xu
Detecting Smoking Events Using Accelerometer Data Collected via Smartwatch Technology: A Feasibility Study, Casey A Cole, Dien Anshari, Victoria Lambert, Jim Thrasher, and Homayoun Valafar
Protein Structure Validation and Identification from Unassigned Residual Dipolar Coupling Data Using 2D-PDPA, Arjang Fahim, Rishi Mukhopadhayay, Ryan Yandle, James H. Prestegard, and Homayoun Valafar
Protein Structure Validation and Identification from Unassigned Residual Dipolar Coupling Data Using 2D-PDPA, Arjang Fahim, Rishi Mukhopadhyay, Ryan Yandle, James H. Prestegard, and Homayoun Valafar
Protein Structure Validation and Identification from Unassigned Residual Dipolar Coupling Data Using 2D-PDPA, Arjang Fahim, Rishi Mukhopadhyay, Ryan Yandle, James H. Prestegard, and Homayoun Valafar
An Artificial Neural Network Approach to Improving the Correlation Between Protein Energetics and the Backbone Structure, Timothy M. Fawcett, Stephanie J. Irausquin, Mikhail Simin, and Homayoun Valafar
Ghost Talk: Mitigating EMI Signal Injection Attacks against Analog Sensors, Denis Foo Kune, John Backes, Shane S. Clark, Daniel Kramer, Matthew Reynolds, Kevin Fu, Yongdae Kim, and Wenyuan Xu
SeqNLS: Nuclear Localization Signal Prediction Based on Frequent Pattern Mining and Linear Motif Scoring, J.-R. Lin and Jianjun Hu
DNABind: A Hybrid Algorithm for Structure-Based Prediction of DNA-Binding Residues by Combining Machine Learning- and Template-Based Approaches, R. Liu and Jianjun Hu
Scored Protein-Protein Interaction to Predict Subcellular Localizations for Yeast Using Diffusion Kernel, A. M. Mondal and Jianjun Hu
Older Adults' Medication Management in the Home: How Can Robots Help?, A. Prakash, Jenay Beer, T. Deyle, C.-A. Smarr, T. L. Chen, T. L. Mitzner, C. C. Kemp, and W. A. Rogers