TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification

Abstract

for sparse counterfactual explanations for time-series classification.

Authors 4

1. Qi Huang Aachen Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands, --- Select a Country ---

2. Sofoklis Kitharidis Aachen Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands, --- Select a Country ---

3. Thomas Bäck Aachen Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands, --- Select a Country ---

4. Bas van Stein Aachen Institute of Advanced Computer Science

   Leiden University

   Affiliation as printed

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands

   Institute of Advanced Computer Science, Leiden University, Einsteinweg 55, Leiden, The Netherlands, --- Select a Country ---