SMATE: Semi-Supervised Spatio-Temporal Representation Learning on
Multivariate Time Series

SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series

1 October 2021

Papers citing "SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series"

9 / 9 papers shown

Title
Causal and Local Correlations Based Network for Multivariate Time Series Classification Mingsen Du Yanxuan Wei Xiangwei Zheng Cun Ji CML AI4TS 71 0 0 27 Nov 2024
Alzheimer's disease detection in PSG signals Lorena Gallego-Vinarás Juan Miguel Mira-Tomás Anna Michela-Gaeta G. Piñol‐Ripoll Ferran Barbé Pablo M. Olmos A. Muñoz-Barrutia 21 2 0 04 Apr 2024
MAGNETO: Edge AI for Human Activity Recognition -- Privacy and Personalization Jingwei Zuo George Arvanitakis Mthandazo Ndhlovu Hakim Hacid 24 1 0 11 Feb 2024
Re-thinking Human Activity Recognition with Hierarchy-aware Label Relationship Modeling Jingwei Zuo Hakim Hacid HAI 24 0 0 11 Feb 2024
Unleashing Realistic Air Quality Forecasting: Introducing the Ready-to-Use PurpleAirSF Dataset Jingwei Zuo Wenbin Li Michele Baldo Hakim Hacid AI4TS 25 3 0 24 Jun 2023
On Handling Catastrophic Forgetting for Incremental Learning of Human Physical Activity on the Edge Jingwei Zuo George Arvanitakis Hakim Hacid 24 4 0 18 Feb 2023
Label-efficient Time Series Representation Learning: A Review Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 37 13 0 13 Feb 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Navid Mohammadi Foumani Lynn Miller Chang Wei Tan G. I. Webb Germain Forestier Mahsa Salehi BDL AI4TS 33 93 0 06 Feb 2023
Graph Convolutional Networks for Traffic Forecasting with Missing Values Jingwei Zuo K. Zeitouni Y. Taher Sandra García-Rodríguez GNN AI4TS 33 39 0 13 Dec 2022