Dogan, Gulustan

Associate Professor

positions

Associate Professor, Computer Science , College of Science and Engineering

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Contact Info

dogang@uncw.edu

910.962.7836

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Selected Publications

Academic Article
- Designing A Recommender System with Hybrid Models. Journal of Information Systems Applied Research and Analytics. 2026-12-01
- Seahawk at MedGenVidQA 2026: LLM Segment-Range Selection for Medical Visual Answer Localization. The 64th Annual Meeting of the Association for Computational Linguistics Conference - BioNLP Workshop. 2026-08-01
- Designing A Recommender System with Hybrid Models. Information Systems & Computing Academic Professionals. 2026-04-01
- A Generative Artificial Intelligence Supported Platform with Expert Built Modules for Proactive Communication Skills. MIDI. 2025-12-01
- Enhancing Simulation Facilitator Debriefing using a Generative Artificial Intelligence (GAI) Feedback Interface and Retrieval-Augmented Generation: A Pilot Study. Clinical Simulation in Nursing. 2025-12-01
- Reinforcement Learning-Tuned Socratic Scenarios for Healthcare Students (Best Paper Award). Machine Intelligence and Digital Interactiion (MIDI). 2025-12-01
- A Design of Recommender Systems with Hybrid Models. ISCAP Conference. 2025-11-01
- Recognizing Normal and Unusual Activities for Parkinson’s Disease using Multimodal Sensor Data. International Journal of Activity and Behavior Computing. 2025:1-16. 2025-08-01
- Building A Hybrid Recommender System. America’s Conference on Information Systems (AMCIS) 2025. 2025-07-01
- Conquering Challenging Conversations: An AI-Driven, Work-Integrated Learning Platform for Proactive Communication Skills in Nursing Education -- World Association for Cooperative and Work-Integrated Education. . 2025-05-01
- Using OpenOnDemand for Real-World, Interdisciplinary AI Projects in Classrooms. GOOD Global Open On Demand Conference. 2025-03-01
- Using Vocareum and NAIRR Resources in a Data and Machine Learning Courses -- NSF NAIRR Pilot Inaugural Annual Meeting. NSF NAIRR Pilot Inaugural Annual Meeting. 2025-03-01
- Nurse Activity Recognition using ResNet-3 Model. International Journal of Activity and Behavior Computing. 2024-08-01
- Recognition of Nurse Activities in Endotracheal Suctioning Procedures: A Comparative Analysis Using LightGBM and Other Algorithm. International Journal of Activity and Behavior Computing. 2024-08-01
- Flood Prediction Modeling in the Lower Cape Fear River Using SAR Pixel Extraction -- International Journal of Modeling and Optimization. International Journal of Modeling and Optimization. 13:129-133. 2024-03-01
- UNCWAI at MedVidQA 2023: T5 Model for Video Temporal Segment Prediction -- TREC Video Retrieval Evaluation (TRECVID) Workshop. . 2023-12-01
- Toxicity Detection Using State of the Art Natural Language Methodologies -- 8th International Conference on Control and Robotics Engineering (ICCRE 2023). 2023 8th International Conference on Control and Robotics Engineering (ICCRE). 2023-07-01
- Human Wellness Prediction in the Cape Fear River Basin Based on CAFO Data. The 6th International Conference on Information and Computer Technologies. 2023-03-01
- Using AI to Predict Caregiver Ability to Self-Manage Chronic Illness When Caring For Children With Special Health Care Needs -- 2022 4th International Workshop on Artificial Intelligence and Education. 4th International Workshop on Artificial Intelligence and Education. 2022-11-01
- Activity Recognition of Nursing Care Data -- The 4th International Conference on Activity and Behavior Computing. The 4th International Conference on Activity and Behavior Computing. 2022-10-01
- Multiview representation learning for human activity recognition. IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications. 2022-10-01
- Predicting Water Quality Estimates using Satellite Images in Coastal and Estuarine Environments -- The Journal of Computing Sciences in Colleges. Consortium for Computing Sciences in Colleges. 2022-01-01
- Computational Thinking: A Pedagogical Approach Developed to Prepare Students for the Era of Artificial Intelligence -- Computers in Education. 2021 ASEE Virtual Annual Conference Content Access. 7. 2021-07-01
- IEEE Computer Spotlight on Transactions - Journal Article Review. . 2021-05-01
- 911 4 COVID-19: Analyzing Impact of COVID-19 on 911 Call Behavior -- 2021 ICSCA 10the International Conference on Software and Computer Applications. . 2021-02-01
- Classification of Activities and Falls within a Multimodal Dataset. 2021 IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLIED NETWORK TECHNOLOGIES (ICMLANT II). 17-21. 2021-01-01
- Human Activity Recognition Using Convolutional Neural Networks -- 2021 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). . 1. 2021-01-01
- Locomotion-Transportation Recognition via LSTM and GPS Derived Feature Engineering from Cell Phone Data. UBICOMP/ISWC '21 ADJUNCT: PROCEEDINGS OF THE 2021 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING AND PROCEEDINGS OF THE 2021 ACM INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS. 359-362. 2021-01-01
- Predicting ocean-wave conditions using buoy data supplied to a hybrid RNN-LSTM neural network and machine learning models. 2021 IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLIED NETWORK TECHNOLOGIES (ICMLANT II). 11-16. 2021-01-01
- Understanding the Effects on Balance for Elite Platform Divers Using Machine Learning -- 2021 IEEE Seventh International Conference on Big Data Computing Service and Applications (BigDataService). 2021 IEEE Seventh International Conference on Big Data Computing Service and Applications (BigDataService). 125-130. 2021-01-01
- A Learning Analytics Case Study: Relation of Students’ Learning Approach to Online Learning Environment Behaviours -- 2020 MIDI 8th Machine Intelligence and Digital Interaction. . 2020-12-01
- DNN and CNN Approach for Human Activity Recognition. 2020 7TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ICEEE 2020). 254-258. 2020-01-01
- HEEL: A New Clustering Method to Improve Wireless Sensor Network Lifetime. IET Wireless Sensor Systems. 10:130-136. 2020-01-01
- Using Artificial Intelligence to Predict Fall-risk During Adaptive Locomotion in Humans -- 2020 International Conference on Artificial Intelligence Modern Assistive Technology (ICAIMAT). . 1-7. 2020-01-01
- Where are you? Human Activity Recognition with Smartphone Sensor Data -- 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers. . 4. 2020-01-01
- A Case Study on English as a Second Language Speakers for Sustainable MOOC Study. Sustainability. 11:2808. 2019-01-01
- A Data-Driven Approach to Kinematic Analytics of Spinal Motion -- IEEE International Conference on Big Data. 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA). 2222-2229. 2019-01-01
- Energy Efficient Smart Buildings: LSTM Neural Networks for Time Series Prediction -- 2019 International Conference on Deep Learning and Machine Learning in Emerging Applications (Deep-ML). . 18. 2019-01-01
- Sentiment Analysis in Turkish with Deep Learning -- IEEE International Conference on Big Data. 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA). 2215-2221. 2019-01-01
- Analysis of English Language Groups with Regular Expressions -- 2018 Innovations in Intelligent Systems and Applications Conference (ASYU). 2018 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS CONFERENCE (ASYU). 84-88. 2018-01-01
- Data analytics of building automation systems: A case study. International Journal of Intelligent Systems and Applications in Engineering. 2:123. 2018-01-01
- Joint Optimization of Device to Device Resource and Power Allocation Based on Genetic Algorithm. IEEE Access. 6:21173-21183. 2018-01-01
- Who Is the English as a Second Language Speaker in this MOOC?. International Journal of Information and Education Technology. 8. 2018-01-01
- Challenges of identifying second language english speakers in MOOCs -- European Conference on Massive Open Online Courses. DIGITAL EDUCATION: OUT TO THE WORLD AND BACK TO THE CAMPUS. 10254:188-196. 2017-01-01
- Investigation of social contributions of language oriented MOOC learner groups -- 2017 International Conference on Computer Science and Engineering (UBMK). . 667. 2017-01-01
- Leveraging learning analytics to identify and overcome barriers to MOOCs in a foreign language (Workshop). . 2017-01-01
- MultiProTru: A kalman filtering based trust architecture for two-hop wireless sensor networks. Peer-to-Peer Networking and Applications. 10:278-291. 2017-01-01
- Uncertainty Modeling in Wireless Sensor Networks -- Proceedings of the International Conference on Big Data and Internet of Thing. INTERNATIONAL CONFERENCE ON BIG DATA AND INTERNET OF THINGS (BDIOT 2017). 200-204. 2017-01-01
- A Survey of Provenance in Wireless Sensor Networks.. Adhoc \& Sensor Wireless Networks. 31. 2016-01-01
- An overview of studies about students' performance analysis and learning analytics in MOOCs -- 2016 IEEE International Conference on Big Data (Big Data). . 1719. 2016-01-01
- DynamicMultiProTru: an adaptive trust model for wireless sensor networks -- 2016 4th International Symposium on Digital Forensic and Security (ISDFS). . 49. 2016-01-01
- ProTru: a provenance-based trust architecture for wireless sensor networks. International Journal of Network Management. 26:131. 2016-01-01
- Root cause diagnosis in error-propagating networks. Security and Communication Networks. 9:1297. 2016-01-01
- What-if Analysis in Wireless Sensor Networks Using Workflow Provenance (Position Paper) -- Proceedings of the Eleventh International Network Conference (INC 2016). . 49. 2016-01-01
- Kablosuz Alg\ilama Aglar\inda \"Oz OrganizasyonI\ccin Kullan\ilan Provenans ve G\"uven Fakt\"or\"u Provenance and Trust as New Factors for Self-Organization in a Wireless Sensor Network. . 2015-01-01
- Kalman filtreleme tekniginin kablosuz alg\ilama aglar\inda guven analizine uygulanmas\i -- 3rd International Symposium on Digital Forensics and Security ISDFS. ISDFS. . 2015-01-01
- Provenance and trust as new factors for self-organization in a wireless sensor network -- 2015 23nd Signal Processing and Communications Applications Conference (SIU). . 544. 2015-01-01
- A survey of provenance leveraged trust in wireless sensor networks. Computer Engineering and Intelligent Systems. 5:1. 2014-01-01
- Dataflow-oriented provenance system for multifusion wireless sensor networks. Network and Complex Systems. 4:11. 2014-01-01
- Leveraging provenance to improve data fusion in sensor networks -- Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications 2012. . 8407:840709. 2012-01-01
- Using provenance for sensor network applications for fault-tolerance and troubleshooting -- International Conference on Sensor Networks. SENSORNETS. . 2012-01-01
- Dustdoctor: A self-healing sensor data collection system -- Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks. . 127. 2011-01-01
- Evaluation of network trust using provenance based on distributed local intelligence -- 2011-MILCOM 2011 Military Communications Conference. . 1493. 2011-01-01
- Pronet: Network trust assessment based on incomplete provenance -- 2011-MILCOM 2011 Military Communications Conference. . 1213. 2011-01-01
- Citation analysis. . 1976-01-01
- BlueAI: Designing Artificial Intelligence for Environment Science and Climate Change Learning Experiences for K12 Students. 38th CCSC Southeastern Regional Conference 2024.
- BlueAI: Designing Artificial Intelligence for Environment Science and Climate Change Learning Experiences for K12 Students -- CWIC Carolinas Women In Computing Conference. .
- Comparison of Machine and Deep Learning Models for the Prediction of Land Degradation. The 6th International Conference on Information and Computer Technologies.
- Conquering Challenging Conversations: Avatar-Based Artificial Intelliegence Platform for Proactive Communication Mastery. Machine Intelligence and Digital Interaction.
- Conversational LLMs Video Avatar Training for Healthcare Students -- 12th Machine Intelligence and Digital Interaction Conference. .
- Fall Detection in SoccerNet Data. 2023 Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE).
- Rainfall Forecasting with Variational Autoencoders and LSTMs. The 6th International Conference on Information and Computer Technologies.
- Using Artificial Intelligence to Detect Falls. The 6th International Conference on Information and Computer Technologies.
Book
- Protru: Leveraging provenance to enhance network trust in a wireless sensor network. City University of New York. 2013-01-01
Chapter
- -- Yes. . 23-44. 2019-01-01
Document
- Advances in Human Activity Recognition. COMPUTER. 4-6. 2021-01-01

Presentations

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