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Motif-guided Time Series Counterfactual Explanations
v1v2v3 (latest)

Motif-guided Time Series Counterfactual Explanations

8 November 2022
Peiyu Li
S. F. Boubrahimi
S. M. Hamdi
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "Motif-guided Time Series Counterfactual Explanations"

7 / 7 papers shown
Title
M-CELS: Counterfactual Explanation for Multivariate Time Series Data
  Guided by Learned Saliency Maps
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps
Peiyu Li
O. Bahri
S. F. Boubrahimi
S. M. Hamdi
AI4TS
74
1
0
04 Nov 2024
Info-CELS: Informative Saliency Map Guided Counterfactual Explanation
Info-CELS: Informative Saliency Map Guided Counterfactual Explanation
Peiyu Li
O. Bahri
Pouya Hosseinzadeh
S. F. Boubrahimi
S. M. Hamdi
CMLLRM
136
1
0
27 Oct 2024
Benchmarking Counterfactual Interpretability in Deep Learning Models for
  Time Series Classification
Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification
Ziwen Kan
Shahbaz Rezaei
Xin Liu
BDLAI4TS
66
0
0
22 Aug 2024
CausalConceptTS: Causal Attributions for Time Series Classification
  using High Fidelity Diffusion Models
CausalConceptTS: Causal Attributions for Time Series Classification using High Fidelity Diffusion Models
Juan Miguel Lopez Alcaraz
Nils Strodthoff
DiffMAI4TSCML
67
3
0
24 May 2024
Shapelet-based Model-agnostic Counterfactual Local Explanations for Time
  Series Classification
Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification
Qi Huang
Wei Chen
Thomas Bäck
Niki van Stein
AI4TS
48
3
0
02 Feb 2024
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy
C. Dantas
Diego Marcos
Dino Ienco
AAMLGAN
65
0
0
04 Jan 2023
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.4K
17,428
0
16 Feb 2016
1