Yilmaz, Yasin

1. Deep Reinforcement Learning for Intelligent Transportation Systems: A\n Survey
   2020/05/02 by Ammar Haydari, Yasin Yılmaz, Haydari, Ammar +1 · 20 citations
   Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #Traffic control and management #electronic engineering #information engineering
2. Continual Learning for Anomaly Detection in Surveillance Videos
   2020/04/15 by Doshi, Keval, Yilmaz, Yasin · 8 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
3. Online Anomaly Detection in Surveillance Videos with Asymptotic Bounds on False Alarm Rate
   2020/10/10 by Doshi, Keval, Yilmaz, Yasin · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
4. WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting
   2024/12/22 by Md Mahmuddun Nabi Murad, Mehmet Aktukmak, Murad, Md Mahmuddun Nabi +3 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
5. Any-Shot Sequential Anomaly Detection in Surveillance Videos
   2020/04/05 by Doshi, Keval, Yilmaz, Yasin · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Online Multivariate Anomaly Detection and Localization for High-dimensional Settings
   2019/05/17 by Mahsa Mozaffari, Mozaffari, Mahsa, Yasin Yılmaz +1 · 1 citation
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection
7. Deep Reinforcement Learning for Adaptive Network Slicing in 5G for\n Intelligent Vehicular Systems and Smart Cities
   2020/10/19 by Almuthanna Nassar, Yasin Yılmaz, Nassar, Almuthanna +1 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
8. Multimodal Attack Detection for Action Recognition Models
   2024/04/13 by Furkan Mumcu, Mumcu, Furkan, Yasin Yılmaz +1 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
9. Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation
   2024/06/18 by Nikolas Koutsoubis, Koutsoubis, Nikolas, Yasin Yilmaz +7 · 2 citations
   Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC) #electronic engineering #information engineering
10. TiSAT: Time Series Anomaly Transformer
    2022/03/10 by Keval Doshi, Doshi, Keval, Shatha Abudalou +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
11. Future-Proofing Medical Imaging with Privacy-Preserving Federated Learning and Uncertainty Quantification: A Review
    2024/09/24 by Koutsoubis, Nikolas, Waqas, Asim, Yilmaz, Yasin +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
12. ComplexVAD: Detecting Interaction Anomalies in Video
    2025/01/16 by Furkan Mumcu, Michael Jones, Mumcu, Furkan +5 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Video Analysis and Summarization
13. Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems
    2022/04/07 by Mumcu, Furkan, Doshi, Keval, Yilmaz, Yasin · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences