Session Details

Session 1: AI & ML Applications 1

PapersAuthorsAffiliation
Machine Learning for Attribution of Heat and Drought in Southwestern AustraliaMichael B. Richman and Lance M. LeslieUniversity of Oklahoma USA, University of Technology Sydney Australia
Predictability of Common Atmospheric Teleconnection Indices Using Machine LearningAndrew MercerMississippi State University, USA
Multi-UAS Formation Recognition in Dynamic EnvironmentsSurya Vamsi Varma Sagi, Leonard PetngaThe University of Alabama in Huntsville, USA

Session 2: Data Analytics 1

PapersAuthorsAffiliation
Leveraging People Analytics for an Adaptive Complex Talent Management SystemKristin C. Saling, Michael D. DoArmy Talent Management Task Force, USA
Constructing a Heterogeneous Training dataset for Emotion ClassificationAnchal Gupta, Satish Mahadevan SrinivasanPenn State University, USA
Probabilistic Metric Based Multidimensional ScalingMika Sato-IlicUniversity of Tsukuba, Japan

Session 3: Modeling Sociotechnical Systems 1

PapersAuthorsAffiliation
A System-of-Systems Model to Simulate the Complex Emergent Behavior of Vehicle Traffic on an Urban Transportation Infrastructure NetworkRayan Assaada, Cihan Dagli, and Islam H. El-adawayMissouri University of Science and Technology, USA
Agent Based Modeling for Flood Inundation Mapping and ReroutingVinayaka Gude, Steven Corns, Cihan Dagli, Suzanna LongMissouri University of Science and Technology, USA
An Agent-based Model to study Competitive Construction Bidding and the Winner’s CurseAmr Elsayegh , Cihan H. Dagli, Islam H. El-adawayMissouri University of Science and Technology, USA
An Agent-Based Approach to Artificial Stock Market ModelingSamuel Vanfossana, Cihan H. Dagli, Benjamin KwasaMissouri University of Science and Technology, USA

Session 4: Cyberphysical Systems

PapersAuthorsAffiliation
(Position paper) Characterizing the Behavior of Small Producers in Smart Grids A data sanity analysisMaria Stefan, Jose Gutierrez, Pere Barlet, Eduardo Prieto, Oriol Gomis and Rasmus L. OlsenAalborg University Denmark, Universitat Politecnica de Catalunya Spain
Event-Driven Approach for an Efficient Coulomb Counting Based Li-Ion Battery State of Charge EstimationSaeed Mian Qaisar Effat University, KSA
Event-Driven System For Proficient Load Recognition by Interpreting the Smart Meter DataSaeed Mian Qaisar, Futoon AlsharifEffat University, KSA
Event-Driven Time-Domain Elucidation of the Power Quality DisturbancesSaeed Mian Qaisar, Raheef AljefriEffat University, KSA

Session 5: Safety, Reliability and Resilience

PapersAuthorsAffiliation
Degrader Analysis for Diagnostic and Predictive Capabilities: A Demonstration of Progress in DoD CBM+ InitiativesWilliam Baker, Steven Nixon, Jeffrey Banks, Karl Reichard, Kaitlynn CastelleNAVSEA USA, Applied Research Laboratory USA, Old Dominion University USA
Resilience Modeling in Complex SystemsChandru MirchandaniGeorge Washington University, USA
A System Dynamics Model for Construction Safety BehaviorMohamad Abdul Nabi, Islam H. El-adaway, and Cihan DagliMissouri University of Science and Technology, USA

Session 6: Cyber-security

PapersAuthorsAffiliation
Detecting Ransomware Using Process Behavior AnalysisAbdullahi Arabo, Remi Dijoux, Timothee Poulain, Gregoire ChevalierThe University of the West of England UK, Institue Universitaire de Technologie De La Reunion France
Comparison of Adaboost with MultiBoosting for Phishing Website DetectionAbdulhamit Subasi , Emir KremicEffat University SA, Federal Institute of Statistics, Bosnia and Herzegovina
Architectural Considerations for Blockchain Based Systems for Financial TransactionsRaghvinder S. Sangwan, Mohamad Kassab, Christopher CapitoloPenn State University, USA

Session 7: Modeling Sociotechnical Systems 2

PapersAuthorsAffiliation
Examining Human-Autonomy Team Interaction and Explicable Behavior in a Dynamic LEGO Construction TaskMustafa Demir , Polemnia G. Amazeen, Nancy J. CookeArizona State University, USA
Modeling and Simulation of a Robotic Bridge Inspection SystemMuhammad Monjurul Karim, Cihan H. Dagli, Ruwen Qin Missouri University of Science and Technology, USA
A model to estimate the lifetime of BESS for the prosumer community of manufacturers with OGSMd. Monirul Islam, Cihan H. Dagli, Zeyi SunMissouri University of Science and Technology, USA
A System Dynamics Approach for Study of Population Growth and the Residential Housing Market in the USMohamad Abdul Nabi, Islam H. El-adaway, and Cihan DagliMissouri University of Science and Technology, USA

Session 8: Data Analytics 2

PapersAuthorsAffiliation
Cancer survival analysis using RNA sequencing and clinical dataCarly L. Clayman, Satish M. Srinivasan, Raghvinder S. SangwanPenn State University, USA
Patients’ Disease Risk Predictive Modeling using MIMIC DataDhanjeet Singh, Vishal Kumar, and Robin G. QiuPenn State University, USA
Toward Autonomous and Collaborative Information-Credibility-Assessment SystemsIzzat Alsmadi, Michael J. O’BrienTexas A&M–San Antonio, USA
K-means clustering and principal components analysis of microarray data of L1000 landmark genesCarly L. Clayman, Satish M. Srinivasan, Raghvinder S. SangwanPenn State University, USA

Session 9: AI & ML Applications 2

PapersAuthorsAffiliation
Explainable AI: A hybrid approach to generate human-interpretable explanation for deep learning predictionTanusree De, Prasenjit Giri, Ahmeduvesh Mevawala, Ramyasri Nemani, Arati DeoAccenture Technology, India
Efficient Architecture Search for Deep Neural NetworksRam Deepak Gottapu, Cihan H DagliMissouri University of Science and Technology, USA
Towards an Artificial Intelligence Aided Design Approach: Application to Anime Faces with Generative Adversarial NetworksDevendra Prakash Jaiswal, Srishti Kumar, Youakim BadrPenn State University, USA
Solving Large Scale Classification Problems with Stochastic Based OptimizationNatacha Gueorguieva, Iren Valova, Dominic KlusekCity University of New York USA, University of Massachusetts Dartmouth USA

Session 10: Data Analytics 3

PapersAuthorsAffiliation
Natural Language Processing in analyzing social problem treeJuan Pablo Pájaro, Rafael Andres GonzalezPontificia Universidad Javeriana, Colombia
Applications of natural language techniques to enhance curricular coherenceAdrian S. Barb and Nil Kilicay-ErginPenn State University, USA
Prediction of Likes and Retweets Using Text Information RetrievalIshita Daga, Anchal Gupta , Raj Vardhan, Partha MukherjeePenn State University, USA
Influence of Social Media Attitude in Cross Screen ConversationPartha Mukherjeea, Bernard J. JansenPenn State University, USA

Session 11: AI & ML Applications 3

PapersAuthorsAffiliation
Classification of the Cardiotocogram Data for Anticipation of Fetal Risks using Bagging Ensemble ClassifierAbdulhamit Subasi , Bayader Kadasa, Emir KremicEffat University SA, Federal Institute of Statistics, Bosnia and Herzegovina
Approaching the Nurse Scheduling Problem in Consideration of Load VarianceMakihiko Sato,Takuya Onozato, Kenichi Ida Maebashi Institute of Technorogy, Japan
A Neural Network-based Approach for Detection of Time Delay Switch Attack on Networked Control SystemsAlireza Abbasspour, Arman Sargolzaei, Mauro Victorio, Navid KhoshaviFlorida International University USA, Florida Polytechnic University USA
Customer Transaction Prediction SystemDevendra Prakash Jaiswal, Srishti Kumar, Partha MukherjeePenn State University, USA