Jose Maria Alonso-Moral
Orcid: 0000-0003-3673-421XAffiliations:
- Universidade de Santiago de Compostela, Santiago de Compostela, Spain
According to our database1,
Jose Maria Alonso-Moral
authored at least 108 papers
between 2004 and 2024.
Collaborative distances:
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on orcid.org
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on citius.gal
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Bibliography
2024
How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained].
IEEE Comput. Intell. Mag., February, 2024
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence.
IEEE Intell. Syst., 2024
2023
Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models.
Inf. Fusion, November, 2023
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence.
Inf. Fusion, November, 2023
Trustworthy artificial intelligence in Alzheimer's disease: state of the art, opportunities, and challenges.
Artif. Intell. Rev., October, 2023
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond.
CoRR, 2023
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP.
CoRR, 2023
Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI.
Proceedings of the Explainable Artificial Intelligence, 2023
The Role of Speculations for Explainable and Trustworthy Artificial Intelligence: A Use Case on Art Genre Classification.
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 4th Italian Workshop on Explainable Artificial Intelligence co-located with 22nd International Conference of the Italian Association for Artificial Intelligence(AIxIA 2023), 2023
2022
Multim. Tools Appl., 2022
An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information.
Inf. Sci., 2022
Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers.
Neurocomputing, 2022
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance.
Future Gener. Comput. Syst., 2022
IEEE Comput. Intell. Mag., 2022
IEEE Access, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
2021
Knowl. Based Syst., 2021
A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence.
IEEE Access, 2021
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
2020
Int. J. Comput. Intell. Syst., 2020
Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques.
Proceedings of the Advances in Physical Agents II, 2020
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020
Proceedings of the 2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence, 2020
Generation and Evaluation of Factual and Gounterfaetual Explanations for Decision Trees and Fuzzy Rule-based Classifiers.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Experimental Study on Generating Multi-modal Explanations of Black-box Classifiers in terms of Gray-box Classifiers.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Int. J. Comput. Intell. Syst., 2019
Explainable Artificial Intelligence for Human-Centric Data Analysis in Virtual Learning Environments.
Proceedings of the Higher Education Learning Methodologies and Technologies Online, 2019
ExpliClas: Automatic Generation of Explanations in Natural Language for Weka Classifiers.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019
2018
Soft Comput., 2018
Int. J. Comput. Intell. Syst., 2018
JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016.
IEEE Access, 2018
An Ontology-Based Interpretable Fuzzy Decision Support System for Diabetes Diagnosis.
IEEE Access, 2018
Paving the Way to Explainable Artificial Intelligence with Fuzzy Modeling - Tutorial.
Proceedings of the Fuzzy Logic and Applications - 12th International Workshop, 2018
Proceedings of the Fuzzy Logic and Applications - 12th International Workshop, 2018
Proceedings of the SICSA Workshop on Reasoning, 2018
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
Meteorologists and Students: A resource for language grounding of geographical descriptors.
Proceedings of the 11th International Conference on Natural Language Generation, 2018
2017
Continuous Space Estimation: Increasing WiFi-Based Indoor Localization Resolution without Increasing the Site-Survey Effort.
Sensors, 2017
Expert Syst. Appl., 2017
New types of computational perceptions: Linguistic descriptions in deforestation analysis.
Expert Syst. Appl., 2017
IEEE Comput. Intell. Mag., 2017
Proceedings of the 10th International Conference on Natural Language Generation, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Looking for a real-world-semantics-based approach to the interpretability of fuzzy systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
An exploratory study on the benefits of using natural language for explaining fuzzy rule-based systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017
Proceedings of the First International Workshop on Comprehensibility and Explanation in AI and ML 2017 co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017
2016
A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends, and Prospects.
IEEE Trans. Fuzzy Syst., 2016
Hierarchical Approach to Enhancing Topology-based WiFi Indoor Localization in Large Environments.
J. Multiple Valued Log. Soft Comput., 2016
Descriptive and Comparative Analysis of Human Perceptions expressed through Fuzzy Rating Scale-based Questionnaires.
Int. J. Comput. Intell. Syst., 2016
Int. J. Approx. Reason., 2016
IEEE Comput. Intell. Mag., 2016
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
Understanding the Inference Mechanism of FURIA by means of Fingrams.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Linguistic Aggregation Functions using the MapReduce Paradigm.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
QUALE r: A new Toolbox for Quantitative and Qualitative Analysis of Human Perceptions.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Applying Random Linear Oracles with Fuzzy Classifier Ensembles on WiFi Indoor Localization Problem.
Proceedings of the Enric Trillas: A Passion for Fuzzy Sets, 2015
2014
Proceedings of the 2014 Ubiquitous Positioning Indoor Navigation and Location Based Service, 2014
Customization of Products Assisted by Kansei Engineering, Sensory Analysis and Soft Computing.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
2013
Proceedings of the Soft Computing: State of the Art Theory and Novel Applications, 2013
FINGRAMS: Visual Representations of Fuzzy Rule-Based Inference for Expert Analysis of Comprehensibility.
IEEE Trans. Fuzzy Syst., 2013
Soft Comput., 2013
Human activity recognition in indoor environments by means of fusing information extracted from intensity of WiFi signal and accelerations.
Inf. Sci., 2013
Quest for Interpretability-Accuracy Trade-off Supported by Fingrams into the Fuzzy Modeling Tool GUAJE.
Int. J. Comput. Intell. Syst., 2013
Int. J. Comput. Intell. Syst., 2013
A new fingram-based software tool for visual representation and analysis of fuzzy association rules.
Proceedings of the FUZZ-IEEE 2013, 2013
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013
Interpretable fuzzy system allowing to be framed in a profile photo through linguistic expressions.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013
Impact of Signal Representations on the Performance of Hierarchical WiFi Localization Systems.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
Wifigrams: Design of Hierarchical Wi-Fi Indoor Localization Systems Guided by Social Network Analysis.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013
2012
Enhancing the fuzzy modeling tool GUAJE with a new module for fingrams-based analysis of fuzzy rule bases.
Proceedings of the FUZZ-IEEE 2012, 2012
2011
HILK++: an interpretability-guided fuzzy modeling methodology for learning readable and comprehensible fuzzy rule-based classifiers.
Soft Comput., 2011
Enhanced WiFi localization system based on Soft Computing techniques to deal with small-scale variations in wireless sensors.
Appl. Soft Comput., 2011
An Empirical Study on Interpretability Indexes through Multi-objective Evolutionary Algorithms.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011
Generating Understandable and Accurate Fuzzy Rule-Based Systems in a Java Environment.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011
Topology-based indoor localization by means of WiFi fingerprinting with a computational intelligent classifier.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Multi-objective design of highly interpretable fuzzy rule-based classifiers with semantic cointension.
Proceedings of the 5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2011
2010
Embedding HILK in a three-objective evolutionary algorithm with the aim of modeling highly interpretable fuzzy rule-based classifiers.
Proceedings of the 4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2010
Human activity recognition applying computational intelligence techniques for fusing information related to WiFi positioning and body posture.
Proceedings of the FUZZ-IEEE 2010, 2010
Combining user's preferences and quality criteria into a new index for guiding the design of fuzzy systems with a good interpretability-accuracy trade-off.
Proceedings of the FUZZ-IEEE 2010, 2010
2009
Int. J. Approx. Reason., 2009
An Interpretability-Guided Modeling Process for Learning Comprehensible Fuzzy Rule-Based Classifiers.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Computer Aided Systems Theory, 2009
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009
Mealtime Blood Glucose Classifier Based on Fuzzy Logic for the DIABTel Telemedicine System.
Proceedings of the Artificial Intelligence in Medicine, 2009
2008
HILK: A new methodology for designing highly interpretable linguistic knowledge bases using the fuzzy logic formalism.
Int. J. Intell. Syst., 2008
2007
Interpretable fuzzy systems modeling with cooperation between expert and induced knowledge (Modelado de sistemas borrosos interpretables con cooperación entre conocimiento experto e inducido).
PhD thesis, 2007
Knowledge-based Intelligent Diagnosis of Ground Robot Collision with Non Detectable Obstacles.
J. Intell. Robotic Syst., 2007
Highly Interpretable Linguistic Knowledge Bases Optimization: Genetic Tuning versus Solis-Wetts. Looking for a Good Interpretability-accuracy Trade-off.
Proceedings of the FUZZ-IEEE 2007, 2007
2005
Integrating induced knowledge in an expert fuzzy-based system for intelligent motion analysis on ground robots.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
2004
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004