10 posts in total
2024
2023-ECML/PKDD Improving Position Encoding of Transformers for Multivariate Time Series Classification
2023-arxiv Enhancing Multivariate Time Series Classifiers through Self-Attention and Relative Positioning Infusion
2023-arxiv Bake off redux-a review and experimental evaluation of recent time series classification algorithms
2022-ICLR OMNI-SCALE CNNS A SIMPLE AND EFFECTIVE KERNEL SIZE CONFIGURATION FOR TIME SERIES CLASSIFICATION
2021-arxiv Gated Transformer Networks for Multivariate Time Series Classification
2021-KDD A TRANSFORMER-BASED FRAMEWORK FOR MULTIVARIATE TIME SERIES REPRESENTATION LEARNING
2020-IJCAI A New Attention Mechanism to Classify Multivariate Time Series
2019-NIPs Unsupervised Scalable Representation Learning for Multivariate Time Series
2018-arxiv The UEA multivariate time series classification archive(2018)
2017-ICDM Generating synthetic time series to augment sparse datasets