Foumani, Navid Mohammadi

1. Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey
   2023/02/06 by Navid Mohammadi Foumani, Foumani, Navid Mohammadi, Lynn Miller +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. EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs
   2024/02/17 by Foumani, Navid Mohammadi, Mackellar, Geoffrey, Ghane, Soheila +3 · 8 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. MONSTER: Monash Scalable Time Series Evaluation Repository
   2025/02/21 by Angus Dempster, Dempster, Angus, Navid Mohammadi Foumani +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