Paper-Conference

Motif Alignment for Time Series Data Augmentation

Jan 1, 2023

METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest

Jan 1, 2023

End-to-End Attention/Transformer Model for Solar Flare Prediction from Multivariate Time Series Data

Jan 1, 2023

CELS: Counterfactual Explanations for Time Series Data via Learned Saliency Maps

Jan 1, 2023

Attention-Based Counterfactual Explanation for Multivariate Time Series

Jan 1, 2023

Adversarial Attack Driven Data Augmentation for Time Series Classification

Jan 1, 2023

Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series

Jan 1, 2022

Shapelet-based Temporal Association Rule Mining for Multivariate Time Series Classification

Jan 1, 2022

SG-CF: Shapelet-Guided Counterfactual Explanation for Time Series Classification

Jan 1, 2022

On the Mining of Time Series Data Counterfactual Explanations using Barycenters

Jan 1, 2022