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Under Review and Working Papers
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2026Many-Objective Evolutionary Algorithms for Optimizing Set-Based Design Tradespace Exploration in Complex Engineered SystemsJournal of Mechanical Design
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2026A Mixed-Methods Investigation of Experiential and Technology-Enhanced Learning in Youth Non-formal STEM EducationJournal of Science Education and Technology .
Peer-reviewed Publications
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2026Context-Aware Communication for Control Authority Delegation in Semi-Autonomous DrivingIISE 2026 Annual Meeting
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2026A Large-Scale Comparative Study of Machine Learning, Deep Learning, and Transformer Models for Persian E-Commerce Sentiment Analysis11th North American International IEOM Conference Wisconsin
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2026A Comparative Survey of Immersive Learning for Operator, Maintenance, and Safety Training in Energy Systems11th North American International IEOM Conference Wisconsin
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2026Active Learning for Scalable Set-Based Design in High-Dimensional End-State Spaces11th North American International IEOM Conference WisconsinM
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2026Experiential and Collaborative Learning to Engage Youth in STEM and Agriculture: A Design Case StudyTechTrends.
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2026Disparities in emergency department outcomes by race during the 2022–2023 COVID-influenza twindemicBMC Emergency Medicine, 26 -1 -92.
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2025Evaluating the Impact of Semiconductor Workforce Training Workshop on Participant Awareness, Exposure, and Career Motivation2025 IEEE 68th International Midwest Symposium on Circuits and Systems (MWSCAS), 1100–1104.
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2025Using 360° Virtual Reality to Enhance Learning and Engagement in Semiconductor Training2025 IEEE 68th International Midwest Symposium on Circuits and Systems (MWSCAS), 1109–1113.
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2025Forecasting pediatric emergency department arrivals: Evaluating the role of exogenous variables using deep learning modelsIntelligence-Based Medicine, PP100313.
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2025Deep Learning-based Driver Classification for Takeover Events in Autonomous VehiclesIISE Annual Conference. Proceedings (pp. 1–6). Institute of Industrial and Systems Engineers (IISE).
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2025Enhancing Human-Robot Interaction through Ensemble Intention Recognition and Trajectory TrackingIISE Annual Conference. Proceedings (pp. 1–6). Institute of Industrial and Systems Engineers (IISE).
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2025Defining the Criteria for Selecting the Right Extended Reality Systems in Healthcare Using Fuzzy Analytic Network ProcessSensors, 25(10): 3133.
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2025Neural-Network-Driven Intention Recognition for Enhanced Human–Robot Interaction: A Virtual-Reality-Driven ApproachMachines, 13(5): 414.
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2025Condition-based Maintenance for Degradation Aware Control Systems in Continious ManuscturingMachines, 13(2): 141.
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2025The influence of SDL on learning satisfaction in online learning and group differences between undergraduates and graduatesEducation and Information Technologies, 1–19.
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2024Integrating Collaborative Robotics, Mixed Reality, and Dynamic Data Driven Application Systems for Perceptive Disassembly8th International Workshop on Autonomous Remanufacturing, October 2024.
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2024Application of machine learning in affordable and accessible insulin management for type 1 and 2 diabetes: A comprehensive reviewArtificial Intelligence in Medicine, 102868.
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2024Computer science and engineering students’ Self-Directed Learning Strategies and Satisfaction in Online LearningComputers and Education Open, 6, 100168.
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2024A Predictive Framework for Patients’ Otolaryngology Outpatient Visit Scope NeedBioMedInformatics, 4(1), 721–732.
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2024Spatiotemporal Forecasting of PM2.5 AQI Using GCN and E-LSTM NetworksMachine Learning with Applications, 15 (2024): 100521.
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2023A hybrid machine learning and natural language processing model for early detection of acute coronary syndromeHealthcare Analytics, 100249.
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2023Data Driven Worker Routing for Irrigation MonitoringNorth America Conference on Industrial Engineering and Operations Management. DOI: 10.46254/NA8.20230105
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2023VR Driven Unsupervised Classification for Context Aware Human Robot CollaborationInternational Conference on Flexible Automation and Intelligent Manufacturing (pp. 3–11). Springer Nature Switzerland.
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2023A novel fuzzy SECA model based on fuzzy standard deviation and correlation coefficients for resilient-sustainable supplier selectionExpert Systems with Aplications, 120653.
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2023Impact of Autonomous Vehicles on the Car-Following Behavior of Human DriversJournal of Transportation Engineering, Part A: Systems, 149(3).
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2022Robotics Laboratory during COVID-19 — Challenges and Future DirectionsInternational Journal of Modern Engineering, 14.
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2022Human-robot interactions in manufacturing: A survey of human behavior modelingRobotics and Computer-Integrated Manufacturing, 78, 102404.
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2022Acute Coronary Syndrome Prediction in Emergency Care: A Machine Learning ApproachComputer Methods and Programs in Biomedicine, 107080.
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2022Prioritizing the glucose-lowering medicines for type 2 diabetes by an extended fuzzy decision-making approach with target-based attributesMedical and Biological Engineering and Computing, 60(8), 2423–2444.
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2022A Comparison of Univariate and Multivariate Forecasting Models Predicting Emergency Department Patient Arrivals during the COVID-19 PandemicHealthcare, 10(6), 1120.
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2022Identifying indicators influencing emergency department performance during a medical surge: A consensus-based modified fuzzy Delphi approachPLOS ONE, 17(4), e0265101.
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2022Prediction of Length of Stay in the Emergency Department for COVID-19 Patients: A Machine Learning ApproachIEEE Access, 10, 42243–42251.
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2021An Ensemble Learning Approach to Predict Non-ST-Segment Elevation Myocardial Infarction in Patients With Clinical Concerns for Acute Coronary SyndromeAnnals of Emergency Medicine, 78(4), S81–S82.
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2021Forecasting Daily Patient Arrivals during COVID-19 in Emergency Departments: A Deep Learning ApproachAnnals of Emergency Medicine, 78(4), S14.
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2021A Dynamic HMM-based Real-time Location Tracking System Utilizing UHF Passive RFIDIEEE Journal of Radio Frequency Identification, 6, 41–53.
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2021A Sensor-Based Data Driven Framework to Investigate PM2.5 in the Greater Detroit AreaIEEE Sensors Journal, 21(14), 16192–16200.
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2020A dynamic data driven indoor localisation framework based on ultra high frequency passive RFID systemInternational Journal of Sensor Networks, 34(3), 172–187.
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2020Mitigating the risk of hazardous materials transportation: A hierarchical approachComputers & Industrial Engineering, 148, 106735.
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2020A Comparison of Traditional and Modified Fuzzy Delphi in Identification of Metrics for ED Performance Associated with Medical SurgesProceedings of the 5th NA International Conference on Industrial Engineering and Operations Management (Detroit, Michigan, USA).
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2019Impact of traffic conditions and carpool lane availability on peer to peer ridesharing demandarXiv preprint arXiv:1912.08931.
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2019Markov-chain Monte-Carlo Sampling for Optimal Fidelity Determination in Dynamic Decision-MakingarXiv preprint arXiv:1911.03719.
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2019Simulation based optimization of resource allocation and facility layout for vegetable grafting operationsComputers and Electronics in Agriculture, 163, 104845.
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2019GRANDES: an online decision support tool for grafting nurseriesII International Symposium on Vegetable Grafting 1302, 125–132.
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2019Advanced technologies for large-scale plant factories—Integration of industrial and systems engineering approach in controlled environment crop productionIn Plant Factory Using Artificial Light (pp. 353–362). Elsevier.
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2019A dynamic modelling framework for human hand gesture task recognitionarXiv preprint arXiv:1911.03923.
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2018Evaluation of simulation-based optimization in grafting labor allocationApplied Engineering in Agriculture, 34(3), 479–489.
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2015Integrated Dual Toll Pricing with Network Design for Hazardous Materials TransportationIIE Annual Conference. Proceedings (p. 2556). Institute of Industrial and Systems Engineers (IISE).