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)

Disjoint-CNN for Multivariate Time Series Classification. - Seyed Navid Mohammadi Foumani; Chang Wei Tan; Mahsa Salehi (ICDM (Workshops), 2021)

Highly Scalable Time Series Classification for Very Large Datasets. - Angus Dempster; Chang Wei Tan; Lynn Miller; Navid Mohammadi Foumani; Daniel F. Schmidt; Geoffrey I. Webb (AALTD@ECML/PKDD, 2024)

EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs. - Navid Mohammadi Foumani; Geoffrey Mackellar; Soheila Ghane; Saad Irtza; Nam Nguyen; Mahsa Salehi (KDD, 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 004; Guanliang Chen; Dragan Gasevic (LAK, 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., 2024)

Series2vec: similarity-based self-supervised representation learning for time series classification. - Navid Mohammadi Foumani; Chang Wei Tan; Geoffrey I. Webb; Hamid Rezatofighi; Mahsa Salehi (Data Min. Knowl. Discov., 2024)

Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey. - Navid Mohammadi Foumani; Lynn Miller; Chang Wei Tan; Geoffrey I. Webb; Germain Forestier; Mahsa Salehi (ACM Comput. Surv., 2024)

MONSTER: Monash Scalable Time Series Evaluation Repository. - Angus Dempster; Navid Mohammadi Foumani; Chang Wei Tan; Lynn Miller; Amish Mishra; Mahsa Salehi; Charlotte Pelletier; Daniel F. Schmidt; Geoffrey I. Webb (CoRR, 2025)

KnowEEG: Explainable Knowledge Driven EEG Classification. - Amarpal Sahota; Navid Mohammadi Foumani; Raúl Santos-Rodríguez; Zahraa S. Abdallah (CoRR, 2025)