Open Access Helper

OpenAlex Citation Counts

OpenAlex Citations Logo

OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

Instance-Based Counterfactual Explanations for Time Series Classification
Eoin Delaney, Derek Greene, Mark T. Keane
Lecture notes in computer science (2021), pp. 32-47
Closed Access | Times Cited: 71

Showing 1-25 of 71 citing articles:

Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions
Andreas Theissler, Francesco Spinnato, Udo Schlegel, et al.
IEEE Access (2022) Vol. 10, pp. 100700-100724
Open Access | Times Cited: 88
A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations
Amir-Hossein Karimi, Gilles Barthe, Bernhard Schölkopf, et al.
ACM Computing Surveys (2022) Vol. 55, Iss. 5, pp. 1-29
Open Access | Times Cited: 81
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques
Mark T. Keane, Eoin M. Kenny, Eoin Delaney, et al.
(2021), pp. 4466-4474
Open Access | Times Cited: 97
Solving the class imbalance problem using a counterfactual method for data augmentation
Mohammed Temraz, Mark T. Keane
Machine Learning with Applications (2022) Vol. 9, pp. 100375-100375
Open Access | Times Cited: 41
Investigating Explainability Methods in Recurrent Neural Network Architectures for Financial Time Series Data
Warren Freeborough, Terence L. van Zyl
Applied Sciences (2022) Vol. 12, Iss. 3, pp. 1427-1427
Open Access | Times Cited: 39
Counterfactual Explanations for Multivariate Time Series
Emre Ateş, Burak Aksar, Vitus J. Leung, et al.
(2021)
Open Access | Times Cited: 49
NICE: an algorithm for nearest instance counterfactual explanations
Dieter Brughmans, Pieter Leyman, David Martens
Data Mining and Knowledge Discovery (2023)
Open Access | Times Cited: 21
Glacier: guided locally constrained counterfactual explanations for time series classification
Zhendong Wang, Isak Samsten, Ioanna Miliou, et al.
Machine Learning (2024) Vol. 113, Iss. 7, pp. 4639-4669
Open Access | Times Cited: 5
Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance
Patrick Klein, Lukas Malburg, Ralph Bergmann
Engineering Applications of Artificial Intelligence (2025) Vol. 145, pp. 110152-110152
Closed Access
GAM Coach: Towards Interactive and User-centered Algorithmic Recourse
Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, et al.
(2023), pp. 1-20
Open Access | Times Cited: 11
Evaluation of Instance-Based Explanations: An In-Depth Analysis of Counterfactual Evaluation Metrics, Challenges, and the CEval Toolkit
Betül Bayrak, Kerstin Bach
IEEE Access (2024) Vol. 12, pp. 137683-137695
Open Access | Times Cited: 4
Interpretability of deep neural networks: A review of methods, classification and hardware
Thanasis Antamis, Anastasis Drosou, Thanasis Vafeiadis, et al.
Neurocomputing (2024) Vol. 601, pp. 128204-128204
Closed Access | Times Cited: 4
Info-CELS: Informative Saliency Map-Guided Counterfactual Explanation for Time Series Classification
Peiyu Li, Omar Bahri, Pouya Hosseinzadeh, et al.
Electronics (2025) Vol. 14, Iss. 7, pp. 1311-1311
Open Access
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations
Barry Smyth, Mark T. Keane
Lecture notes in computer science (2022), pp. 18-32
Closed Access | Times Cited: 18
Motif-Guided Time Series Counterfactual Explanations
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Lecture notes in computer science (2023), pp. 203-215
Closed Access | Times Cited: 10
Concept-wise granular computing for explainable artificial intelligence
Antonio Luca Alfeo, Mario G. C. A. Cimino, Guido Gagliardi
Granular Computing (2022) Vol. 8, Iss. 4, pp. 827-838
Closed Access | Times Cited: 15
On the Mining of Time Series Data Counterfactual Explanations using Barycenters
Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Proceedings of the 31st ACM International Conference on Information & Knowledge Management (2022)
Open Access | Times Cited: 13
TSInterpret: A Python Package for the Interpretability of Time Series Classification
Jacqueline Höllig, Cedric Kulbach, Steffen Thoma
The Journal of Open Source Software (2023) Vol. 8, Iss. 85, pp. 5220-5220
Open Access | Times Cited: 7
Generating Sparse Counterfactual Explanations for Multivariate Time Series
Jana Lang, Martin A. Giese, Winfried Ilg, et al.
Lecture notes in computer science (2023), pp. 180-193
Closed Access | Times Cited: 7
Robust explainer recommendation for time series classification
T T H Nguyen, Thach Le Nguyen, Georgiana Ifrim
Data Mining and Knowledge Discovery (2024) Vol. 38, Iss. 6, pp. 3372-3413
Open Access | Times Cited: 2
An Empirical Analysis of User Preferences Regarding XAI Metrics
Jesús M. Darias, Betül Bayrak, Marta Caro-Martínez, et al.
Lecture notes in computer science (2024), pp. 96-110
Closed Access | Times Cited: 2
Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, et al.
(2022), pp. 1244-1249
Closed Access | Times Cited: 11
Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective
Eoin M. Kenny, Eoin Delaney, Derek Greene, et al.
Lecture notes in computer science (2021), pp. 20-34
Closed Access | Times Cited: 15
Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing
Nazanin Fouladgar, Marjan Alirezaie, Kary Främling
IEEE Access (2022) Vol. 10, pp. 23995-24009
Open Access | Times Cited: 10
Page 1 - Next Page

Scroll to top