Publications

Shuvo, Salman Sadiq, and Yasin Yilmaz. 2022. “Home Energy Recommendation System (hers): A Deep Reinforcement Learning Method Based on Residents? Feedback and Activity”. IEEE Transactions on Smart Grid 13 (4): 2812–2821.

Mozaffari, Mahsa, Keval Doshi, and Yasin Yilmaz. 2022. “Online Multivariate Anomaly Detection and Localization for High-Dimensional Settings”. Sensors 22 (21): 8264.

Yilmaz, Yasin. 2021. “Collaborative Research: Real-Time Data-Driven Anomaly Detection for Complex Networks”. NSF Award Number 2040572. Directorate for Engineering 20 (2040572): 40572.

Aktukmak, Mehmet, Yasin Yilmaz, and Ismail Uysal. 2021. “Sequential Attack Detection in Recommender Systems”. IEEE Transactions on Information Forensics and Security 16: 3285–3298.

Yilmaz, Yasin, Mehmet Aktukmak, and Alfred O Hero. 2021. “Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets via Generative Models”. IEEE Transactions on Signal Processing 69: 5175–5188.

Shuvo, Salman Sadiq, Yasin Yilmaz, Alan Bush, and Mark Hafen. 2021. “Modeling and Simulating Adaptation Strategies Against Sea-Level Rise Using Multiagent Deep Reinforcement Learning”. IEEE Transactions on Computational Social Systems 9 (4): 1185–1196.

Doshi, Keval, and Yasin Yilmaz. 2021. “Online Anomaly Detection in Surveillance Videos With Asymptotic Bound on False Alarm Rate”. Pattern Recognition 114: 107865.

Nassar, Almuthanna, and Yasin Yilmaz. 2021. “Deep Reinforcement Learning for Adaptive Network Slicing in 5G for Intelligent Vehicular Systems and Smart Cities”. IEEE Internet of Things Journal 9 (1): 222–235.

Doshi, Keval, Yasin Yilmaz, and Suleyman Uludag. 2021. “Timely Detection and Mitigation of Stealthy DDoS Attacks via IoT Networks”. IEEE Transactions on Dependable and Secure Computing 18 (5): 2164–2176.

Yılmaz, Yasin, and Suleyman Uludag. 2021. “Timely Detection and Mitigation of IoT-Based Cyberattacks in the Smart Grid”. Journal of the Franklin Institute 358 (1): 172–192.