Navid Mohammadi Foumani

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Event Related Potentials

Multiple Representations

Top Venues

Data Min. Knowl. Discov.

ACM Comput. Surv.

Publications

Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan, Geoffrey I. Webb, Germain Forestier, Mahsa Salehi
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey. ACM Comput. Surv. 56 (9) (2024)
Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Mahsa Salehi
Improving position encoding of transformers for multivariate time series classification. Data Min. Knowl. Discov. 38 (1) (2024)
Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs. KDD (2024)
Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Hamid Rezatofighi, Mahsa Salehi
Series2vec: similarity-based self-supervised representation learning for time series classification. Data Min. Knowl. Discov. 38 (4) (2024)
Mladen Rakovic, Yuheng Li, Navid Mohammadi Foumani, Mahsa Salehi, Levin Kuhlmann, Geoffrey Mackellar, Roberto Martínez-Maldonado, Gholamreza Haffari, Zachari Swiecki, Xinyu Li, Guanliang Chen, Dragan Gasevic
Measuring Affective and Motivational States as Conditions for Cognitive and Metacognitive Processing in Self-Regulated Learning. LAK (2024)
Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs. CoRR (2024)
Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Mahsa Salehi
Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification. CoRR (2023)