Salehi, Mahsa

1. Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
   2023/02/06 by Navid Mohammadi Foumani, Lynn Miller, Foumani, Navid Mohammadi +9 · 15 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. Extremely Fast Decision Tree
   2018/02/24 by Manapragada, Chaitanya, Webb, Geoff, Salehi, Mahsa · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
   2024/02/17 by Foumani, Navid Mohammadi, Mackellar, Geoffrey, Ghane, Soheila +3 · 7 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment
   2022/12/02 by Qizhou Wang, Wang, Qizhou, Guansong Pang +7 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
5. Open-Set Graph Anomaly Detection via Normal Structure Regularisation
   2023/11/12 by Qizhou Wang, Guansong Pang, Wang, Qizhou +6 · 4 citations
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Advanced Graph Neural Networks #Complex Network Analysis Techniques
6. DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series
   2024/04/17 by Darban, Zahra Zamanzadeh, Yang, Yiyuan, Webb, Geoffrey I. +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. MONSTER: Monash Scalable Time Series Evaluation Repository
   2025/02/21 by Angus Dempster, Navid Mohammadi Foumani, Dempster, Angus +14 · 2 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
8. GenIAS: Generator for Instantiating Anomalies in time Series
   2025/02/12 by Darban, Zahra Zamanzadeh, Wang, Qizhou, Webb, Geoffrey I. +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)