
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:
LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, et al.
Decision Support Systems (2021) Vol. 150, pp. 113561-113561
Closed Access | Times Cited: 60
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, et al.
Decision Support Systems (2021) Vol. 150, pp. 113561-113561
Closed Access | Times Cited: 60
Showing 1-25 of 60 citing articles:
Counterfactuals and causability in explainable artificial intelligence: Theory, algorithms, and applications
Yu-Liang Chou, Catarina Moreira, Peter Bruza, et al.
Information Fusion (2021) Vol. 81, pp. 59-83
Open Access | Times Cited: 184
Yu-Liang Chou, Catarina Moreira, Peter Bruza, et al.
Information Fusion (2021) Vol. 81, pp. 59-83
Open Access | Times Cited: 184
Application of machine learning in anaerobic digestion: Perspectives and challenges
Ianny Andrade Cruz, Wachiranon Chuenchart, Fei Long, et al.
Bioresource Technology (2021) Vol. 345, pp. 126433-126433
Open Access | Times Cited: 174
Ianny Andrade Cruz, Wachiranon Chuenchart, Fei Long, et al.
Bioresource Technology (2021) Vol. 345, pp. 126433-126433
Open Access | Times Cited: 174
Deep learning technologies for shield tunneling: Challenges and opportunities
Cheng Zhou, Yuyue Gao, Elton J. Chen, et al.
Automation in Construction (2023) Vol. 154, pp. 104982-104982
Closed Access | Times Cited: 57
Cheng Zhou, Yuyue Gao, Elton J. Chen, et al.
Automation in Construction (2023) Vol. 154, pp. 104982-104982
Closed Access | Times Cited: 57
Potential of Explainable Artificial Intelligence in Advancing Renewable Energy: Challenges and Prospects
Van Nhanh Nguyen, W. Tarełko, Prabhakar Sharma, et al.
Energy & Fuels (2024) Vol. 38, Iss. 3, pp. 1692-1712
Closed Access | Times Cited: 46
Van Nhanh Nguyen, W. Tarełko, Prabhakar Sharma, et al.
Energy & Fuels (2024) Vol. 38, Iss. 3, pp. 1692-1712
Closed Access | Times Cited: 46
Detecting DDoS attacks using adversarial neural network
Ali Mustapha, Rida Khatoun, Sherali Zeadally, et al.
Computers & Security (2023) Vol. 127, pp. 103117-103117
Open Access | Times Cited: 44
Ali Mustapha, Rida Khatoun, Sherali Zeadally, et al.
Computers & Security (2023) Vol. 127, pp. 103117-103117
Open Access | Times Cited: 44
An emoji feature-incorporated multi-view deep learning for explainable sentiment classification of social media reviews
Qianwen Xu, Chrisina Jayne, Victor Chang
Technological Forecasting and Social Change (2024) Vol. 202, pp. 123326-123326
Open Access | Times Cited: 16
Qianwen Xu, Chrisina Jayne, Victor Chang
Technological Forecasting and Social Change (2024) Vol. 202, pp. 123326-123326
Open Access | Times Cited: 16
Improving the local diagnostic explanations of diabetes mellitus with the ensemble of label noise filters
Che Xu, Peng Zhu, Jiacun Wang, et al.
Information Fusion (2025), pp. 102928-102928
Closed Access | Times Cited: 4
Che Xu, Peng Zhu, Jiacun Wang, et al.
Information Fusion (2025), pp. 102928-102928
Closed Access | Times Cited: 4
Explainability in supply chain operational risk management: A systematic literature review
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, et al.
Knowledge-Based Systems (2021) Vol. 235, pp. 107587-107587
Closed Access | Times Cited: 62
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, et al.
Knowledge-Based Systems (2021) Vol. 235, pp. 107587-107587
Closed Access | Times Cited: 62
Artificial intelligence technologies in bioprocess: Opportunities and challenges
Yang Cheng, Xinyu Bi, Yameng Xu, et al.
Bioresource Technology (2022) Vol. 369, pp. 128451-128451
Closed Access | Times Cited: 39
Yang Cheng, Xinyu Bi, Yameng Xu, et al.
Bioresource Technology (2022) Vol. 369, pp. 128451-128451
Closed Access | Times Cited: 39
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements
Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, et al.
International Journal of Intelligent Systems (2023) Vol. 2023, pp. 1-41
Open Access | Times Cited: 39
Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, et al.
International Journal of Intelligent Systems (2023) Vol. 2023, pp. 1-41
Open Access | Times Cited: 39
Explainable artificial intelligence in information systems: A review of the status quo and future research directions
Julia Brasse, Hanna Rebecca Broder, Maximilian Förster, et al.
Electronic Markets (2023) Vol. 33, Iss. 1
Open Access | Times Cited: 36
Julia Brasse, Hanna Rebecca Broder, Maximilian Förster, et al.
Electronic Markets (2023) Vol. 33, Iss. 1
Open Access | Times Cited: 36
Which product description phrases affect sales forecasting? An explainable AI framework by integrating WaveNet neural network models with multiple regression
Shan Chen, Shengjie Ke, Shuihua Han, et al.
Decision Support Systems (2023) Vol. 176, pp. 114065-114065
Closed Access | Times Cited: 23
Shan Chen, Shengjie Ke, Shuihua Han, et al.
Decision Support Systems (2023) Vol. 176, pp. 114065-114065
Closed Access | Times Cited: 23
Shedding light on ai in radiology: A systematic review and taxonomy of eye gaze-driven interpretability in deep learning
José Neves, Chihcheng Hsieh, Isabel Blanco Nobre, et al.
European Journal of Radiology (2024) Vol. 172, pp. 111341-111341
Open Access | Times Cited: 13
José Neves, Chihcheng Hsieh, Isabel Blanco Nobre, et al.
European Journal of Radiology (2024) Vol. 172, pp. 111341-111341
Open Access | Times Cited: 13
An explainable data-driven decision support framework for strategic customer development
Mohsen Abbaspour Onari, Mustafa Jahangoshai Rezaee, Morteza Saberi, et al.
Knowledge-Based Systems (2024) Vol. 295, pp. 111761-111761
Open Access | Times Cited: 7
Mohsen Abbaspour Onari, Mustafa Jahangoshai Rezaee, Morteza Saberi, et al.
Knowledge-Based Systems (2024) Vol. 295, pp. 111761-111761
Open Access | Times Cited: 7
An interpretable automated feature engineering framework for improving logistic regression
Mucan Liu, Chonghui Guo, Liangchen Xu
Applied Soft Computing (2024) Vol. 153, pp. 111269-111269
Closed Access | Times Cited: 6
Mucan Liu, Chonghui Guo, Liangchen Xu
Applied Soft Computing (2024) Vol. 153, pp. 111269-111269
Closed Access | Times Cited: 6
Estimating Crop Biophysical Parameters Using Machine Learning Algorithms and Sentinel-2 Imagery
Mahlatse Kganyago, Paidamwoyo Mhangara, Clement Adjorlolo
Remote Sensing (2021) Vol. 13, Iss. 21, pp. 4314-4314
Open Access | Times Cited: 39
Mahlatse Kganyago, Paidamwoyo Mhangara, Clement Adjorlolo
Remote Sensing (2021) Vol. 13, Iss. 21, pp. 4314-4314
Open Access | Times Cited: 39
Incorporating FAT and privacy aware AI modeling approaches into business decision making frameworks
Dmitry Zhdanov, Sudip Bhattacharjee, Mikhail A. Bragin
Decision Support Systems (2021) Vol. 155, pp. 113715-113715
Closed Access | Times Cited: 34
Dmitry Zhdanov, Sudip Bhattacharjee, Mikhail A. Bragin
Decision Support Systems (2021) Vol. 155, pp. 113715-113715
Closed Access | Times Cited: 34
A hybrid approach to forecasting futures prices with simultaneous consideration of optimality in ensemble feature selection and advanced artificial intelligence
Indranil Ghosh, Tamal Datta Chaudhuri, Esteban Alfaro, et al.
Technological Forecasting and Social Change (2022) Vol. 181, pp. 121757-121757
Open Access | Times Cited: 28
Indranil Ghosh, Tamal Datta Chaudhuri, Esteban Alfaro, et al.
Technological Forecasting and Social Change (2022) Vol. 181, pp. 121757-121757
Open Access | Times Cited: 28
An explanation framework and method for AI-based text emotion analysis and visualisation
Yuming Li, Johnny Chan, Gabrielle Peko, et al.
Decision Support Systems (2023) Vol. 178, pp. 114121-114121
Open Access | Times Cited: 16
Yuming Li, Johnny Chan, Gabrielle Peko, et al.
Decision Support Systems (2023) Vol. 178, pp. 114121-114121
Open Access | Times Cited: 16
The limited role of sustainability in mutual fund investor decisions: A machine learning approach
Pablo Vilas, Laura Andreu, Carlos Serrano‐Cinca
Expert Systems with Applications (2024) Vol. 247, pp. 123288-123288
Open Access | Times Cited: 5
Pablo Vilas, Laura Andreu, Carlos Serrano‐Cinca
Expert Systems with Applications (2024) Vol. 247, pp. 123288-123288
Open Access | Times Cited: 5
Bayesian causal discovery for policy decision making
Catarina Moreira, Ngoc Giang Nguyen, Gilad Francis, et al.
Data & Policy (2025) Vol. 7
Open Access
Catarina Moreira, Ngoc Giang Nguyen, Gilad Francis, et al.
Data & Policy (2025) Vol. 7
Open Access
Interpretable Data-Driven Approach Based on Feature Selection Methods and GAN-Based Models for Cardiovascular Risk Prediction in Diabetic Patients
David Chushig-Muzo, Hugo Calero-Díaz, Francisco J. Lara-Abelenda, et al.
IEEE Access (2024) Vol. 12, pp. 84292-84305
Open Access | Times Cited: 3
David Chushig-Muzo, Hugo Calero-Díaz, Francisco J. Lara-Abelenda, et al.
IEEE Access (2024) Vol. 12, pp. 84292-84305
Open Access | Times Cited: 3
Maritime Fuel Price Prediction of European Ports using Least Square Boosting and Facebook Prophet: Additional Insights from Explainable Artificial Intelligence
Indranil Ghosh, Arijit De
Transportation Research Part E Logistics and Transportation Review (2024) Vol. 189, pp. 103686-103686
Open Access | Times Cited: 3
Indranil Ghosh, Arijit De
Transportation Research Part E Logistics and Transportation Review (2024) Vol. 189, pp. 103686-103686
Open Access | Times Cited: 3
DiCE4EL: Interpreting Process Predictions using a Milestone-Aware Counterfactual Approach
Chihcheng Hsieh, Catarina Moreira, Chun Ouyang
(2021), pp. 88-95
Open Access | Times Cited: 21
Chihcheng Hsieh, Catarina Moreira, Chun Ouyang
(2021), pp. 88-95
Open Access | Times Cited: 21
An optimized Belief-Rule-Based (BRB) approach to ensure the trustworthiness of interpreted time-series decisions
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, et al.
Knowledge-Based Systems (2023) Vol. 271, pp. 110552-110552
Open Access | Times Cited: 9
Sonia Farhana Nimmy, Omar Khadeer Hussain, Ripon K. Chakrabortty, et al.
Knowledge-Based Systems (2023) Vol. 271, pp. 110552-110552
Open Access | Times Cited: 9