Submissions from 2019
Toward sensor-based sleep monitoring with electrodermal activity measures, William Romine, Tanvi Banerjee, and Garrett Goodman
Sleep quality prediction in caregivers using physiological signals, Reza Sadeghi, Tanvi Banerjee, Jennifer C. Hughes, and Larry W. Lawhorne
Confidential Boosting with Random Linear Classifiers for Outsourced User-Generated Data, Sagar Sharma and Keke Chen
PrivateGraph: Privacy-Preserving Spectral Analysis of Encrypted Graphs in the Cloud, Sagar Sharma, James Powers, and Keke Chen
Determination of Personalized Asthma Triggers From Multimodal Sensing and a Mobile App: Observational Study, Revathy Venkataramanan, Krishnaprasad Thirunarayan, Utkarshani Jaimini, Dipesh Kadariya, Hong Yung Yip, Maninder Kalra, and Amit Sheth
Visualization of Quantitative Data Derived from Volumetric Imaging, Thomas Wischgoll
XR-based Workforce Develop in the Southwestern Region of Ohio, Thomas Wischgoll
Visual Entailment: A Novel Task for Fine-Grained Image Understanding, Ning Xie, Farley Lai, Derek Doran, and Asim Kadav
Visual Entailment Task for Visually-Grounded Language Learning, Ning Xie, Farley Lai, Derek Doran, and Asim Kadav
Continuous Pain Assessment Using Ensemble Feature Selection from Wearable Sensor Data, Fan Yang, Tanvi Banerjee, Mark J. Panaggio, Daniel M. Abrams, and Nirmish R. Shah
A First Look at References from the Dark to Surface Web World, Mahdieh Zabihimayvan and Derek Doran
Fuzzy Rough Set Feature Selection to Enhance Phishing Attack Detection, Mahdieh Zabihimayvan and Derek Doran
A Broad Evaluation of the Tor English Content Ecosystem, Mahdieh Zabihimayvan, Reza Sadeghi, Derek Doran, and Mehdi Allahyari
Submissions from 2018
Interdisciplinarity in Data Science Pedagogy: A Foundational Design, Daniel A. Asamoah, Derek Doran, and Shu Schiller
Validating a commercial device for continuous activity measurement in the older adult population for dementia management, Tanvi Banerjee, Matthew Peterson, Quintin Oliver, Andrew Froehle, and Larry Lawhorne
Contrasting Web Robot and Human Behaviors With Network Models, Kyle Brown and Derek Doran
Progressive Adaptation of Whole-Limb Kinematics After Peripheral Nerve Injury, Young Hui Chang, Stephen N. Housley, Kerry S. Hart, Paul Nardelli, Richard T. Nichols, Huub Maas, and Timothy C. Cope
Modeling and Visualization of Uncertainty-aware Geometries using Multi-variate Normal Distributions, Christina Gillman, Thomas Wischgoll, Bernd Hamann, and James Ahrens
An Uncertainty-Aware Visual System for Image Pre-Processing, Christina Gillmann, Pablo Arbelaez, Jose Tiberio Hernandez, Hans Hagen, and Thomas Wischgoll
An Uncertainty-aware Workflow for Keyhole Surgery Planning using Hierarchical Image Semantics, Christina Gillmann, Robin G.C. Maack, Tobias Post, Thomas Wischgoll, and Hans Hagen
Towards an Image-based Indicator for PAD Classification and Localization, Christina Gillmann, Johh H. Matsuura, Hans Hagen, and Thomas Wischgoll
Accurate and Reliable Extraction of Surfaces from Image Data Using a Multi-Dimensional Uncertainty Model, Christina Gillmann, Thomas Wischgoll, Bernd Hamann, and Hans Hagen
Caregiver Assessment Using Smart Gaming Technology: A Preliminary Approach, Garrett Goodman, Tanvi Banerjee, William Romine, Cogan Shimizu, and Jennifer Hughes
Comparing and Enhancing the Analytical Model for Exposure of a Retail Facility Layout with Human Performance, Bradley R. Guthrie, Pratik Parikh, Tyler Whitlock, Madison Glines, Thomas Wischgoll, John Flach, and Scott Watamaniuk
Personalized Health Knowledge Graph, Amelie Gyrard, Manas Gaur, Saeedeh Shekarpour, Krishnaprasad Thirunarayan, and Amit Sheth
Correlating Multimodal Signals with Asthma Control in Children Using kHealth Personalized Digital Health System, Maninder S. Kalra, Amit Sheth, Tanvi Banerjee, Utkarshani Jaimini, Dipesh Kadariya, V. Sridharan, Krishnaprasad Thirunarayan, R. Venkataramanan, and Hong Yung Yip
D-Record: Disaster Response and Relief Coordination Pipeline, Shruti Kar, Hussein S. Al-Olimat, Krishnaprasad Thirunarayan, Valerie L. Shalin, Amit Sheth, and Srinivasan Parthasarathy
Analyzing HTTP-Based Information Exfiltration of Malicious Android Applications, Soham Kelkar, Timothy Kraus, Daria Morgan, Junjie Zhang, and Rui Dai
Can We Learn What People Are Doing From Raw DNS Queries?, Jianfeng Li, Xiaobo Ma, Li Guodong, Xiapu Luo, Junjie Zhang, and Wei Li
Vulnerability Assessment for Unmanned Systems Autonomy Services Architecture, Yu Li, Ivan Frasure, Ademola Ayodeji Ikusan, Junjie Zhang, and Rui Dai
Detecting Suspicious Members in an Online Emotional Support Service, Yu Li, Dae Wook Kim, Junjie Zhang, and Derek Doran
Detecting Suspicious Members in an Online Emotional Support Service, Yu Li, Dae Wook Kim, Junjie Zhang, and Derek Doran
Designing Self-Destructing Wireless Sensors With Security and Performance Assurance, Yu Li, Xiaotian Wang, Dae Wook Kim, Junjie Zhang, and Rui Dai
Validity and Feasibility of Using a Mobile Application and Wearable Technology for Patients With Sickle Cell Disease Hospitalized for Pain, Kalindi Narine, Fan Yang, Tanvi Banerjee, and Nirmish Shah
Usability Assessment for Caregiver Behavior Analysis Using Gaming Technology, Alexandrea C. Oliver, Tanvi Banerjee, Jennifer Hughes, and Noah L. Schroeder
Validation of Models to Estimate Exposure in a Retail Layout using a 3D Virtual Environment, Pratik Parikh, Bradley R. Guthrie, Tyler Whitlock, Madison A. Glines, Thomas Wischgoll, and John Flach
Visual Analytics of Cascaded Bottlenecksin Planar Flow Networks, Tobias Post, Thomas Wischgoll, Bernd Hamann, and Hans Hagen
Activity recognition using imagery for smart home monitoring, Bradley Schneider and Tanvi Banerjee
Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR, Natalija Vlajic, Marmara El Masri, Gianluigi M. Riva, Marguieite Barry, and Derek Doran
Trust in Visualization (and what it has to do with Theory), Thomas Wischgoll
Improving pain management in patients with sickle cell disease from physiological measures using machine learning techniques, Fan Yang, Tanvi Banerjee, Kalindi Narine, and Nirmish Shah
Probabilistically Inferring Attack Ramifications Using Temporal Dependence Network, Yuan Yang, Zhongmin Cai, Chunyan Wang, and Junjie Zhang
Mental Health Analysis via Social Media Data, Amir Hossein Yazdavar, Mohammad Saied Mahdavinejad, Goonmeet Bajaj, Krishnaprasad Thirunarayan, Jyotishman Pathak, and Amit Sheth
Some (Non-)Universal Features of Web Robot Traffic, Mahdieh Zabihimayvan and Derek Doran
Exploiting the Vulnerability of Flow Table Overflow in Software-Defined Network: Attack Model, Evaluation, and Defense, Yadong Zhou, Kaiyue Chen, Junjie Zhang, Junyuan Leng, and Yazhe Tang
Analyzing and Detecting Money-Laundering Accounts in Online Social Networks, Yadong Zhou, Ximi Wang, Junjie Zhang, Peng Zhang, Lili Liu, and Huan Jin
Books from 2017
Measuring Gender-Based Violence Attitude on Twitter, Goonmeet Bajaj, Tanvi Banerjee, Amir Hossein Yazdavar, Valerie L. Shalin, and Amit Sheth
Exploratory Analysis of Older Adults’ Sedentary Behavior in the Primary Living Area Using Kinect Depth Data, Tanvi Banerjee, Maria Yefimova, James M. Keller, Marjorie Skubic, Diana Lynn Woods, and Marilyn Rantz
Distribution of TTX-Sensitive Voltage-Gated Sodium Channels in Primary Sensory Endings of Mammalian Muscle Spindles, Dario I. Carrasco, Jacob A. Vincent, and Timothy C. Cope
What Does Explainable AI Really Mean? a New Conceptualization of Perspectives, Derek Doran, Sarah Schulz, and Tarek R. Besold
Intuitive Error Space Exploration of Medical Image Data in Clinical Daily Routine, Christina Gillmann, Pablo Arbeláez, José Tiberio Hernández Peñaloza, Hans Hagen, and Thomas Wischgoll
An Industrial Vision System to Analyze the Wear of Cutting Tools, Christina Gillmann, Tobias Post, Benjamin Kirsch, Thomas Wischgoll, Jörg Hartig, Bernd Hamann, Hans Hagen, and Jan C. Aurich
Teaching Image Processing and Visualization Principles to Medicine Students, Christina Gillmann, Thomas Wischgoll, Jose T. Hernandez, and Hans Hagen
A Preliminary Qualitative Analysis on the Feasibility of Using Gaming Technology in Caregiver Assessment, Jennifer C. Hughes, Tanvi Banerjee, Garrett Goodman, and Larry Lawhorne
Panel: Teaching To Increase Diversity and Equity in STEM, Helen H. Hu, Douglas Blank, Albert Chan, and Travis E. Doom
Mining Repeating Pattern in Packet Arrivals: Metrics, Models, and Applications, Jianfeng Li, Xiaobo Ma, Junjie Zhang, Jing Tao, Pinghui Wang, and Xiaohong Guan
Increasing Motor Neuron Excitability to Treat Weakness in Sepsis, Paul Nardelli, Randall Powers, Tim C. Cope, and Mark M. Rich
Understanding Sleep in Pediatric Patients with Sickle Cell Disease Admitted for Vaso-Occlusive Pain Crisis through Objective Data, Kalindi Narine, Fan Yang, Tanvi Banerjee, Jude Jonassaint, and Nirmish Shah
A High-Dimensional Data Quality Metric using Pareto Optimality, Tobias Post, Thomas Wischgoll, Bernd Hamann, and Hans Hagen
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps, Md Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, and Pascal Hitzler
Online-Relaying-Based Image Communication in Unmanned Aerial Vehicle Networks, Kevon Scott, Rui Dai, and Junjie Zhang
Furosemide Enhances the Sensitivity of Urinary Metabolomics for Assessment of Kidney Function, Isaie Sibomana, Nicholas J. DelRaso, David Mattie, Michael L. Raymer, and Nicholas V. Reo
Tracking You Through DNS Traffic: Linking User Sessions by Clustering With Dirichlet Mixture Model, Mingxuan Sun, Junjie Zhang, Guangyue Xu, and Dae Wook Kim
Infrastructure for Continuous Assessment of Retained Relevant Knowledge, Kathleen Marie Timmerman and Travis E. Doom
Muscle Proprioceptors in Adult Rat: Mechanosensory Signaling and Synapse Distribution in Spinal Cord, Jacob A. Vincent, Hanna M. Gabriel, Adam S. Deardorff, Paul Nardelli, Robert E.W. Fyffe, Thomas Burkholder, and Timothy C. Cope
Display Systems for Visualization and Simulation in Virtual Environments, Thomas Wischgoll
Display Infrastructure for Virtual Environments, Thomas Wischgoll, Madison A. Glines, Bradley R. Guthrie, Corinne M. Mowrey, Pratik J. Parikh, and John Flach
Deriving and Measuring DNS-Based Fingerprints, Dae Wook Kim and Junjie Zhang
Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media, Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, and Amit Sheth
A Soft Computing Approach for Benign and Malicious Web Robot Detection, Mahdieh Zabihimayvan, Reza Sadeghi, H. Nathan Rude, and Derek Doran
ProGuard: Detecting Malicious Accounts in Social-Network-Based Online Promotions, Yadong Zhou, Dae Wook Kim, Junjie Zhang, Lili Liu, Huan Jin, and Hongbo Jin
Submissions from 2016
Clustering for Simultaneous Extraction of Aspects and Features from Reviews, Lu Chen, Justin Martineau, Doreen Cheng, and Amit P. Sheth
Urinary Metabolite Profiles May be Predictive of Cognitive Performance under Conditions of Acute Sleep Deprivation, Nicholas J. DelRaso, Donald L. Harville, Mari Chamberlain, Paul E. Anderson, Isaie Sibomana, Michael L. Raymer, and Nicholas V. Reo
Finding Specific, Topic Related Information from a Sea of Social Media Posts, Scott J. Duberstein, Daniel Asamoah, Derek Doran, and Shu Z. Schiller
A Semi-Automated Computer Program for Assessment of Skeletal Maturity in Children, Sara Gharabaghi and Thomas Wischgoll
Super-Resolution Reconstruction of MRI, Sara Gharabaghi, Thomas Wischgoll, and Nasser H. Kashou
From Theory to Usage: Requirements for successful Visualizations in Applications, Christina Gillmann, Heike Leitte, Thomas Wischgoll, and Hans Hagen
Uncertainty-Awareness in Open Source Visualization Solutions, Christina Gillmann, Thomas Wischgoll, and Hans Hagen
A Constrained Delaunay Triangle Mesh Method for Three-Dimensional Unstructured Boundary Point Cloud, Qian Huang and Thomas Wischgoll
The Influence of Gradient Estimation on the Extraction of Boundary Point Cloud, Qian Huang and Thomas Wischgoll
Togpu: Automatic Source Transformation from C++ to CUDA using Clang/LLVM, Matthew J. Marangoni and Thomas Wischgoll
Reduced Motor Neuron Excitability Is an Important Contributor to Weakness in a Rat Model of Sepsis, Paul Nardelli, Jacob A. Vincent, Randall Powers, Tim C. Cope, and Mark M. Rich
Fast 3D Thinning of Medical Image Data based on Local Neighborhood Lookups, Tobias Post, Christina Gillmann, Thomas Wischgoll, and Hans Hagen
OpenThinning: Fast 3D Thinning based on Local Neighborhood Lookups, Tobias Post, Christina Gillmann, Thomas Wischgoll, and Hans Hagen
Visually Guided Flow Tracking in Software-defined Networking, Tobias Post, Thomas Wischgoll, Adam R. Bryant, Bernd Hamann, Paul Müller, and Hans Hagen
What Motivates High School Students to Take Precautions against the Spread of Influenza? A Data Science Approach to Latent Modeling of Compliance with Preventative Practice, William L. Romine, Tanvi Banerjee, William R. Folk, and Lloyd H. Barrow
Preliminary Investigation of Walking Motion Using a Combination of Image and Signal Processing, Bradley Schneider and Tanvi Banerjee
Changes in Muscle Spindle Firing in Response to Length Changes of Neighboring Muscles, Hiltsje A. Smilde, Jake A. Vincent, Guus C. Baan, Paul Nardelli, Johannes C. Lodder, Huibert D. Mansvelder, Tim C. Cope, and Huub Maas
HPC Enabled Data Analytics for High-Throughput High-Content Cellular Analysis, Ross A. Smith, Rhonda J. Vickery, Jack Harris, Sara Gharabaghi, Thomas Wischgoll, David Short, Robert Trevino, Steven A. Kawamoto, Thomas J. Lamkin, Kevin Schoen, Eric E. Bardes, Scott C. Tabar, and Bruce J. Aronow
City360: Visualizing Multimodal City Events for Decision Support, Vaikunth Sridharan, Tanvi Banerjee, Pramod Anantharam, Archana Sheshadri, RoopTeja Muppalla, Amit P. Sheth, and Krishnaprasad Thirunarayan
Educational Methods for Inverted-lecture Computer Science Classrooms to Overcome Common Barriers to STEM Students Success, Kathleen Marie Timmerman, Michael L. Raymer, John Gallgher, and Travis E. Doom
A Novel Path to Chronic Proprioceptive Disability With Oxaliplatin: Distortion of Sensory Encoding, Jacob A. Vincent, Krystyna B. Wieczerzak, Hanna M. Gabriel, Paul Nardelli, Mark M. Rich, and Timothy C. Cope
Cardiovascular Dieseases: From Data Generation to Analysis, Thomas Wischgoll
Submissions from 2015
Teaching the Foundations of Data Science: An Interdisciplinary Approach, Daniel Asamoah, Derek Doran, and Shu Z. Schiller
Recognizing Complex Instrumental Activities of Daily Living using Scene Information and Fuzzy Logic, Tanvi Banerjee, James M. Keller, Mihail Popescu, and Marjorie Skubic
Considerations regarding Ontology Design Patterns, Eva Blomqvist, Pascal Hitzler, Krzysztof Janowicz, Adila A. Krisnadhi, Thomas Narock, and Monika Solanki
Compensatory Enlargement of Ossabaw Miniature Swine Coronary Arteries in Diffuse Atherosclerosis, Jenny Susana Choy, Tong Luo, Yunlong Huo, Thomas Wischgoll, Kyle Schultz, Shawn D. Teague, Michael Sturek, and Ghassan S. Kassab
On the Discovery of Social Roles in Large Scale Social Systems, Derek Doran
Where do we Develop? Discovering Regions for Urban Investment in Senegal, Derek Doran, Andrew Fox, and Veena Mendiratta
Social Media Enabled Human Sensing for Smart Cities, Derek Doran, Karl Severin, Swapna S. Gokhale, and Aldo Dagnino
