TX-Gen: multi-objective optimization for sparse counterfactual explanations for time-series classification

Author(s):
Huang, Q.; Kitharidis, S.; Bäck, T.H.W. (0000-0001-6768-1478); Stein, N. van (0000-0002-0013-7969)
Editor(s):
Marcelloni, F.; Madani, K.; Filipe, J.
Published
2024
Publication type
Article in monograph or in proceedings
Explainable Artificial IntelligenceCounterfactualsTime-series classificationEvolutionary computation
Date issued
2024-11-20
Language
English
Publisher
Porto: SCITEPRESS - Science and Technology Publications
Is part of
Proceedings of the 1st international conference on explainable AI for neural and symbolic methods EXPLAINS (2024), Pt. 1, p. 62-74
ISBN source
9798331310875
hdl
1887/4254640
doi
10.5220/0013066400003886

Conference

Meeting name
IJCCI
Meeting location
Porto, Portugal
Meeting date
2024-11-20 - 2024-11-22