Navid Mohammadi Foumani

Improving position encoding of transformers for multivariate time series classification

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb et al. · Data Mining and Knowledge Discovery · 2023 · 205 citations · Full text

Computing, Data Science, Feature Engineering +11

Disjoint-CNN for Multivariate Time Series Classification

Navid Mohammadi Foumani, Chang Wei Tan, Mahsa Salehi · 2021 International Conference on Data Mining Workshops (ICDMW) · 2021 · 29 citations

Computing, Computer Science, Feature Engineering +16

Series2vec: similarity-based self-supervised representation learning for time series classification

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb et al. · Data Mining and Knowledge Discovery · 2024 · 21 citations · Full text

Computing, Computer Science, Machine Learning +16

EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs

Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane et al. · 2024 · 15 citations · Full text

Computing, Computer Science, Neuroscience +17

A probabilistic topic model using deep visual word representation for simultaneous image classification and annotation

Navid Mohammadi Foumani, Ahmad Nickabadi · Journal of Visual Communication and Image Representation · 2019 · 12 citations

Computing, Computer Science, Computational Linguistics +12