A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence I Stepin, JM Alonso, A Catala, M Pereira-Fariña IEEE Access 9, 11974 - 12001, 2021 | 344 | 2021 |
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence S Ali, T Abuhmed, S El-Sappagh, K Muhammad, JM Alonso-Moral, ... Information Fusion, 2023 | 297 | 2023 |
A Multilayer Multimodal Detection and Prediction Model based on Explainable Artificial Intelligence for Alzheimer’s Disease S El-Sappagh, JM Alonso, SM Riazul Islam, AM Sultan, KS Kwak Scientific Reports 11, 2021 | 208 | 2021 |
Looking for a good fuzzy system interpretability index: An experimental approach JM Alonso, L Magdalena, G González-Rodríguez International Journal of Approximate Reasoning 51 (1), 115-134, 2009 | 185 | 2009 |
Interpretability of Fuzzy Systems: Current Research Trends and Prospects JM Alonso, C Castiello, C Mencar Springer Handbook of Computational Intelligence, 219-237, 2015 | 139 | 2015 |
A survey of fuzzy systems software: taxonomy, current research trends and prospects J Alcala-Fdez, J Alonso IEEE Transactions on Fuzzy Systems 24 (1), 40-56, 2016 | 136 | 2016 |
HILK: A new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism JM Alonso, L Magdalena, S Guillaume International Journal of Intelligent Systems 23 (7), 761-794, 2008 | 126 | 2008 |
Special issue on interpretable fuzzy systems JM Alonso, L Magdalena Information Sciences 181 (20), 4331-4339, 2011 | 110 | 2011 |
A bibliometric analysis of the explainable artificial intelligence research field JM Alonso, C Castiello, C Mencar International conference on information processing and management of …, 2018 | 102 | 2018 |
HILK++: an interpretability-guided fuzzy modeling methodology for learning readable and comprehensible fuzzy rule-based classifiers JM Alonso, L Magdalena Soft Computing 15, 1959-1980, 2011 | 99 | 2011 |
Continuous Space Estimation: Increasing WiFi-Based Indoor Localization Resolution without Increasing the Site-Survey Effort N Hernández, M Ocaña, JM Alonso, E Kim Sensors 17 (1), 147, 2017 | 92 | 2017 |
Robust hybrid deep learning models for Alzheimer’s progression detection T Abuhmed, S El-Sappagh, JM Alonso Knowledge-Based Systems 213, 106688, 2021 | 86 | 2021 |
An ontology-based interpretable fuzzy decision support system for diabetes diagnosis S El-Sappagh, JM Alonso, F Ali, A Ali, JH Jang, KS Kwak IEEE Access, 2018 | 84 | 2018 |
FINGRAMS: visual representations of fuzzy rule-based inference for expert analysis of comprehensibility DP Pancho, JM Alonso, O Cordón, A Quirin, L Magdalena IEEE Transactions on Fuzzy Systems 21 (6), 1133-1149, 2013 | 75 | 2013 |
Explainable Fuzzy Systems: Paving the way from Interpretable Fuzzy Systems to Explainable AI Systems JM Alonso, C Castiello, L Magdalena, C Mencar | 67* | 2021 |
Teaching Explainable Artificial Intelligence to High School Students JM Alonso International Journal of Computational Intelligence Systems 13 (1), 974-987, 2020 | 66 | 2020 |
Explainable artificial intelligence for human-centric data analysis in virtual learning environments JM Alonso, G Casalino International workshop on higher education learning methodologies and …, 2019 | 65 | 2019 |
Generating understandable and accurate fuzzy rule-based systems in a java environment JM Alonso, L Magdalena Fuzzy Logic and Applications: 9th International Workshop, WILF 2011, Trani …, 2011 | 61 | 2011 |
ExpliClas: Automatic Generation of Explanations in Natural Language for Weka Classifiers JM Alonso, A Bugarín IEEE International Conferences on Fuzzy Systems, New Orleans, Louisiana (USA), 2019 | 54 | 2019 |
JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016 JM Soto-Hidalgo, JM Alonso, G Acampora, J Alcala-Fdez IEEE Access, 2018 | 53 | 2018 |