Armanfard, Narges

1. Graph Anomaly Detection in Time Series: A Survey
   2023/01/31 by Thi Kieu Khanh Ho, Ali Karami, Ho, Thi Kieu Khanh +3 · 5 citations
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
2. Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure Analysis
   2022/08/15 by Ho, Thi Kieu Khanh, Armanfard, Narges · 4 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection
   2024/01/01 by Ali Karami, Thi Kieu Khanh Ho, Karami, Ali +3 · 4 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Generative Adversarial Networks and Image Synthesis
4. Contaminated Multivariate Time-Series Anomaly Detection with Spatio-Temporal Graph Conditional Diffusion Models
   2023/08/24 by Thi Kieu Khanh Ho, Ho, Thi Kieu Khanh, Narges Armanfard +1 · 1 citation
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
5. Cross-Task Affinity Learning for Multitask Dense Scene Predictions
   2024/01/20 by Dimitrios Sinodinos, Narges Armanfard, Sinodinos, Dimitrios +1 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optical Imaging and Spectroscopy Techniques
6. Unveiling the Flaws: A Critical Analysis of Initialization Effect on Time Series Anomaly Detection
   2024/08/13 by Alex Koran, Koran, Alex, Hadi Hojjati +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Forward-Backward Knowledge Distillation for Continual Clustering
   2024/05/29 by Mohammadreza Sadeghi, Zihan Wang, Sadeghi, Mohammadreza +3 · 1 citation
   Computer Science · #Advanced Clustering Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Open-Set Multivariate Time-Series Anomaly Detection
   2023/10/18 by Thomas Lai, Lai, Thomas, Thi Kieu Khanh Ho +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Time Series Analysis and Forecasting