Variational Neural Stochastic Differential Equations with Change Points.
Trans. Mach. Learn. Res., 2025
Determining Novice and Expert Status in Human-Automation Interaction Through Hidden Markov Models.
Appl. Artif. Intell., December, 2024
A Language Model-Guided Framework for Mining Time Series with Distributional Shifts.
CoRR, 2024
Comprehensive evaluation of Mal-API-2019 dataset by machine learning in malware detection.
CoRR, 2024
STRec: Social-Augmented Time-Aware Cross-Domain Sequential Recommendation.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2024
Context-Augmented Contrastive Learning Method for Session-based Recommendation.
Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024
A Model-Based Synthetic Stock Price Time Series Generation Framework.
CoRR, 2023
Once burned, twice shy? The effect of stock market bubbles on traders that learn by experience.
Proceedings of the Winter Simulation Conference, 2023
Modeling operator self-assessment in human-autonomy teaming settings.
Int. J. Hum. Comput. Stud., 2022
Development and Comparison of Operator Strategy Models.
PhD thesis, 2021
Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021
Negative Siamese Network for Classifying Semantically Similar Sentences.
Proceedings of the International Conference on Asian Language Processing, 2021
Quantitative Operator Strategy Comparisons across Human Supervisory Control Scenarios.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
The Impact of Different Levels of Autonomy and Training on Operators' Drone Control Strategies.
ACM Trans. Hum. Robot Interact., 2019
Operator Strategy Model Development in UAV Hacking Detection.
IEEE Trans. Hum. Mach. Syst., 2019
Anonymized User Linkage Under Differential Privacy.
Proceedings of the Soft Computing in Data Science - 5th International Conference, 2019
The Stability of Human Supervisory Control Operator Behavioral Models Using Hidden Markov Models.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Security-Aware Synthesis of Human-UAV Protocols.
Proceedings of the International Conference on Robotics and Automation, 2019
Multi-agent Negotiation in Real-time Bidding.
Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2019
Link Prediction on Dynamic Heterogeneous Information Networks.
Proceedings of the Computational Data and Social Networks - 8th International Conference, 2019
Drug Abuse Detection via Broad Learning.
Proceedings of the Web Information Systems and Applications, 2019
Human Augmentation of UAV Cyber-Attack Detection.
Proceedings of the Augmented Cognition: Users and Contexts, 2018
Platform for security-aware design of human-on-the-loop cyber-physical systems.
Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017