TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classificationby Qi Huang, Sofoklis Kitharidis, Thomas…
Matrix Profile for Anomaly Detection on Multidimensional Time Seriesby Chin-Chia Michael Yeh, Audrey Der, Uday…
Recent Trends in Modelling the Continuous Time Series using Deep Learning: A Surveyby Mansura Habiba,…
Latent Space Score-based Diffusion Model for Probabilistic Multivariate Time Series Imputationby Guojun Liang, Najmeh Abiri,…
Integration of Mamba and Transformer – MAT for Long-Short Range Time Series Forecasting with Application…
Second-order difference subspaceby Kazuhiro Fukui, Pedro H.V. Valois, Lincon Souza, Takumi KobayashiFirst submitted to arxiv…
Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Seriesby Donato…
Weather-Informed Probabilistic Forecasting and Scenario Generation in Power Systemsby Hanyu Zhang, Reza Zandehshahvar, Mathieu Tanneau,…
Unsupervised Representation Learning of Complex Time Series for Maneuverability State Identification in Smart Mobilityby Thabang…
Automated Data Augmentation for Few-Shot Time Series Forecasting: A Reinforcement Learning Approach Guided by a…