Navid Mohammadi Foumani

According to our database, Navid Mohammadi Foumani authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improving position encoding of transformers for multivariate time series classification.

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Mahsa Salehi

Data Min. Knowl. Discov., January, 2024

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

Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi

CoRR, 2024

Measuring Affective and Motivational States as Conditions for Cognitive and Metacognitive Processing in Self-Regulated Learning.

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

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

2023

Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification.

Navid Mohammadi Foumani, Chang Wei Tan, Geoffrey I. Webb, Hamid Rezatofighi, Mahsa Salehi

CoRR, 2023

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey.

Seyed Navid Mohammadi Foumani, Lynn Miller, Chang Wei Tan, Geoffrey I. Webb, Germain Forestier, Mahsa Salehi

CoRR, 2023

2021

Disjoint-CNN for Multivariate Time Series Classification.

Seyed Navid Mohammadi Foumani, Chang Wei Tan, Mahsa Salehi

Proceedings of the 2021 International Conference on Data Mining, 2021

2019

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

Seyed Navid Mohammadi Foumani, Ahmad Nickabadi

J. Vis. Commun. Image Represent., 2019