Gradient Free Multi-Objective Counterfactual Explainability for Multivariate Time Series Classification

IEEE International Conference on Big Data (BigData), pp. 936–946

Abstract

NWO

Authors 6

1. Qi Huang Aachen

   Leiden University

   Affiliation as printed

   Leiden University,LIACS,Leiden,The Netherlands,2300 RA

2. Sofoklis Kitharidis Aachen

   Leiden University

   Affiliation as printed

   Leiden University,LIACS,Leiden,The Netherlands,2300 RA

3. Furong Ye Aachen

   Leiden University

   Affiliation as printed

   Leiden University,LIACS,Leiden,The Netherlands,2300 RA

4. Marius Ottolini
   Affiliation as printed

   Heerema Marine Contractors,Leiden,The Netherlands,2332 AA

5. Thomas Bäck Aachen

   Leiden University

   Affiliation as printed

   Leiden University,LIACS,Leiden,The Netherlands,2300 RA

6. Bas van Stein Aachen

   Leiden University

   Affiliation as printed

   Leiden University,LIACS,Leiden,The Netherlands,2300 RA