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Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X)
Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X)
Research Center on Intelligent Technologies (CITIUS) of University of Santiago de Compostela (USC)
Verified email at usc.es - Homepage
Title
Cited by
Cited by
Year
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
2602021
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
1822009
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
1502021
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
1322016
Interpretability of Fuzzy Systems: Current Research Trends and Prospects
JM Alonso, C Castiello, C Mencar
Springer Handbook of Computational Intelligence, 219-237, 2015
1262015
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
1242008
Special issue on interpretable fuzzy systems
JM Alonso, L Magdalena
Information Sciences 181 (20), 4331-4339, 2011
1082011
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
972011
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
962018
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
892017
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
782018
Robust hybrid deep learning models for Alzheimer’s progression detection
T Abuhmed, S El-Sappagh, JM Alonso
Knowledge-Based Systems 213, 106688, 2021
722021
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
712013
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
622023
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
602011
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
572019
Teaching Explainable Artificial Intelligence to High School Students
JM Alonso
International Journal of Computational Intelligence Systems 13 (1), 974-987, 2020
552020
Explainable Fuzzy Systems: Paving the way from Interpretable Fuzzy Systems to Explainable AI Systems
JM Alonso, C Castiello, L Magdalena, C Mencar
53*2021
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
502019
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
502018
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