Navid Mohammadi Foumani
Scholar

Navid Mohammadi Foumani

Google Scholar ID: Ax62P1MAAAAJ
Monash University
Deep LearningFoundation ModelGenAI
Citations & Impact
All-time
Citations
474
 
H-index
7
 
i10-index
6
 
Publications
11
 
Co-authors
5
list available
Resume (English only)
Academic Achievements
  • Published multiple open-source projects on GitHub related to time series and EEG signal processing, including:
  • - ConvTran: A PyTorch implementation of ConvTran
  • - EEG2Rep: KDD 2024 paper project enhancing self-supervised EEG representation via informative masked inputs
  • - TSC_Survey: A survey on deep learning for time series classification and extrinsic regression
  • - Series2Vec: Similarity-based representation learning for time series (published in DMKD)
  • - Disjoint-CNN: Model for multivariate time series classification
  • - monster: Monash Scalable Time Series Evaluation Repository