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ORCIDJose Maria Alonso-Moral
José Maria Alonso
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- affiliation: Universidade de Santiago de Compostela, Santiago de Compostela, Spain
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2020 – today
- 2024
[j48]Ettore Mariotti
, Anna Arias-Duart, Michele Cafagna, Albert Gatt, Dario Garcia-Gasulla, Jose Maria Alonso-Moral:
TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing. IEEE Access 12: 138870-138880 (2024)- [j47]Ilia Stepin, Katarzyna Budzynska, Alejandro Catalá, Martin Pereira-Fariña, Jose Maria Alonso-Moral:
Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics. Argument Comput. 15(1): 49-107 (2024) - [j46]Ilia Stepin, Muhammad Suffian Nizami, Alejandro Catalá, Jose Maria Alonso-Moral:
How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]. IEEE Comput. Intell. Mag. 19(1): 81-82 (2024) - [j45]Roberto Confalonieri, Jose Maria Alonso-Moral:
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence. IEEE Intell. Syst. 39(1): 18-28 (2024) - [j44]Luca Nannini, Jose Maria Alonso-Moral, Alejandro Catalá, Manuel Lama, Senén Barro:
Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem. IEEE Intell. Syst. 39(4): 37-48 (2024) - [j43]Mariña Canabal-Juanatey, Jose Maria Alonso-Moral, Alejandro Catalá, Alberto José Bugarín Diz:
Enriching interactive explanations with fuzzy temporal constraint networks. Int. J. Approx. Reason. 171: 109128 (2024) - [j42]Muhammad Suffian Nizami, Jose Maria Alonso-Moral, Alessandro Bogliolo:
Introducing User Feedback-Based Counterfactual Explanations (UFCE). Int. J. Comput. Intell. Syst. 17(1): 123 (2024) - [j41]Javier González-Corbelle, Jose Maria Alonso-Moral, Rosa M. Crujeiras, Alberto José Bugarín Diz:
An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts. Proces. del Leng. Natural 72: 45-55 (2024) - [c65]Guillermo Fernández, José A. Gámez, José Miguel Puerta, Juan A. Aledo, Jose Maria Alonso-Moral, Alberto Bugarín:
A User Study on the Utility of Context-Aware Explanations for Assisting Data Scientists in Error Analysis of Fuzzy Decision Trees. FUZZ 2024: 1-8 - [c64]Ilia Stepin, Alejandro Catalá, Jose Maria Alonso-Moral:
A Software Solution for Building Fuzzy-Grounded Interactive Dialogue-Based Explanations. FUZZ 2024: 1-8 - [c63]Aitor Soroa, German Rigau, Jose Maria Alonso-Moral, Marcos Garcia, Maite Melero, Marta Villegas:
DeepR3: Reducing, Reusing and Recycling Large Models for Developing Responsible and Green Language Technologies. SEPLN (Projects and Demonstrations) 2024: 41-46 - [c62]Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner:
Sexism Detection on a Data Diet. WebSci (Companion) 2024: 94-102 - [i7]Muhammad Suffian Nizami, Jose Maria Alonso-Moral, Alessandro Bogliolo:
Introducing User Feedback-based Counterfactual Explanations (UFCE). CoRR abs/2403.00011 (2024) - [i6]Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner:
Sexism Detection on a Data Diet. CoRR abs/2406.04892 (2024) - 2023
- [j40]Shaker H. Ali El-Sappagh, Jose Maria Alonso-Moral, Tamer Abuhmed, Farman Ali, Alberto José Bugarín Diz:
Trustworthy artificial intelligence in Alzheimer's disease: state of the art, opportunities, and challenges. Artif. Intell. Rev. 56(10): 11149-11296 (2023) - [j39]Sajid Ali, Tamer Abuhmed, Shaker H. Ali El-Sappagh, Khan Muhammad, Jose Maria Alonso-Moral, Roberto Confalonieri, Riccardo Guidotti, Javier Del Ser, Natalia Díaz Rodríguez, Francisco Herrera:
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence. Inf. Fusion 99: 101805 (2023) - [j38]Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt:
Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models. Inf. Fusion 99: 101882 (2023) - [c61]Muhammad Suffian Nizami, Ilia Stepin, Jose Maria Alonso-Moral, Alessandro Bogliolo:
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence. XAI.it@AI*IA 2023: 47-66 - [c60]Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral:
A Confusion Matrix for Evaluating Feature Attribution Methods. CVPR Workshops 2023: 3709-3714 - [c59]Jose Maria Alonso-Moral, Vicent Costa:
The Role of Speculations for Explainable and Trustworthy Artificial Intelligence: A Use Case on Art Genre Classification. EUSFLAT/AGOP 2023: 455-467 - [c58]Muhammad Suffian Nizami, Ulrike Kuhl, Jose Maria Alonso-Moral, Alessandro Bogliolo:
CL-XAI: Toward Enriched Cognitive Learning with Explainable Artificial Intelligence. SEFM Workshops 2023: 5-27 - [c57]Ettore Mariotti, Adarsa Sivaprasad, Jose Maria Alonso-Moral:
Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI. xAI (1) 2023: 160-173 - [i5]Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie, Jose Maria Alonso-Moral, Mohammad Arvan, Jackie Chi Kit Cheung, Mark Cieliebak, Elizabeth Clark, Kees van Deemter, Tanvi Dinkar, Ondrej Dusek, Steffen Eger, Qixiang Fang, Albert Gatt, Dimitra Gkatzia, Javier González-Corbelle, Dirk Hovy, Manuela Hürlimann, Takumi Ito, John D. Kelleher, Filip Klubicka, Huiyuan Lai, Chris van der Lee, Emiel van Miltenburg, Yiru Li, Saad Mahamood, Margot Mieskes, Malvina Nissim, Natalie Parde, Ondrej Plátek, Verena Rieser, Pablo Mosteiro Romero, Joel R. Tetreault, Antonio Toral, Xiaojun Wan, Leo Wanner, Lewis Watson, Diyi Yang:
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP. CoRR abs/2305.01633 (2023) - [i4]Direnc Pekaslan, Jose Maria Alonso-Moral, Kasun Bandara, Christoph Bergmeir, Juan Bernabé-Moreno, Robert Eigenmann, Nils Einecke, Selvi Ergen, Rakshitha Godahewa, Hansika Hewamalage, Jesus Lago, Steffen Limmer, Sven Rebhan, Boris Rabinovich, Dilini Rajapaksha, Heda Song, Christian Wagner, Wenlong Wu, Luis Magdalena, Isaac Triguero:
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond. CoRR abs/2311.04007 (2023) - [i3]Muhammad Suffian Nizami, Ulrike Kuhl, Jose Maria Alonso-Moral, Alessandro Bogliolo:
Toward enriched Cognitive Learning with XAI. CoRR abs/2312.12290 (2023) - 2022
- [j37]Muhammad Suffian Nizami, Pierluigi Graziani, Jose Maria Alonso-Moral, Alessandro Bogliolo:
FCE: Feedback Based Counterfactual Explanations for Explainable AI. IEEE Access 10: 72363-72372 (2022) - [j36]Jose Maria Alonso-Moral, Corrado Mencar, Hisao Ishibuchi:
Explainable and Trustworthy Artificial Intelligence [Guest Editorial]. IEEE Comput. Intell. Mag. 17(1): 14-15 (2022) - [j35]Sergio Martínez-Agüero, Cristina Soguero-Ruíz, Jose Maria Alonso-Moral, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio G. Marques:
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance. Future Gener. Comput. Syst. 133: 68-83 (2022) - [j34]Shaker H. Ali El-Sappagh, Farman Ali, Tamer Abuhmed, Jaiteg Singh, José Maria Alonso:
Automatic detection of Alzheimer's disease progression: An efficient information fusion approach with heterogeneous ensemble classifiers. Neurocomputing 512: 203-224 (2022) - [j33]Ilia Stepin, Jose Maria Alonso-Moral, Alejandro Catalá, Martin Pereira-Fariña:
An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information. Inf. Sci. 618: 379-399 (2022) - [j32]Manuel Ocaña, David Chapela-Campa, Pedro Álvarez, Noelia Hernández, Manuel Mucientes, Javier Fabra, Angel Llamazares, Manuel Lama, Pedro A. Revenga, Alberto Bugarín, Miguel Ángel García Garrido, José Maria Alonso:
Automatic linguistic reporting of customer activity patterns in open malls. Multim. Tools Appl. 81(3): 3369-3395 (2022) - [c56]Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt:
Measuring Model Understandability by means of Shapley Additive Explanations. FUZZ-IEEE 2022: 1-8 - 2021
- [j31]Ilia Stepin, José Maria Alonso, Alejandro Catalá, Martin Pereira-Fariña:
A Survey of Contrastive and Counterfactual Explanation Generation Methods for Explainable Artificial Intelligence. IEEE Access 9: 11974-12001 (2021) - [j30]Tamer AbuHmed, Shaker H. Ali El-Sappagh, José Maria Alonso:
Robust hybrid deep learning models for Alzheimer's progression detection. Knowl. Based Syst. 213: 106688 (2021) - [c55]Ettore Mariotti, José Maria Alonso, Roberto Confalonieri:
A Framework for Analyzing Fairness, Accountability, Transparency and Ethics: A Use-case in Banking Services. FUZZ-IEEE 2021: 1-6 - 2020
- [j29]José Maria Alonso:
Teaching Explainable Artificial Intelligence to High School Students. Int. J. Comput. Intell. Syst. 13(1): 974-987 (2020) - [c54]José Maria Alonso, Pietro Ducange, Riccardo Pecori, Raúl Vilas:
Building Explanations for Fuzzy Decision Trees with the ExpliClas Software. FUZZ-IEEE 2020: 1-8 - [c53]José Maria Alonso, J. Toja-Alamancos, Alberto Bugarín:
Experimental Study on Generating Multi-modal Explanations of Black-box Classifiers in terms of Gray-box Classifiers. FUZZ-IEEE 2020: 1-8 - [c52]Ilia Stepin, José Maria Alonso, Alejandro Catalá, Martin Pereira-Fariña:
Generation and Evaluation of Factual and Gounterfaetual Explanations for Decision Trees and Fuzzy Rule-based Classifiers. FUZZ-IEEE 2020: 1-8 - [c51]Ettore Mariotti, José Maria Alonso, Albert Gatt:
Towards Harnessing Natural Language Generation to Explain Black-box Models. NL4XAI@INGL 2020: 22-27 - [c50]José Maria Alonso, Senén Barro, Alberto Bugarín, Kees van Deemter, Claire Gardent, Albert Gatt, Ehud Reiter, Carles Sierra, Mariët Theune, Nava Tintarev, Hitoshi Yano, Katarzyna Budzynska:
Interactive Natural Language Technology for Explainable Artificial Intelligence. TAILOR 2020: 63-70 - [c49]Manuel Ocaña, Angel Llamazares, Pedro A. Revenga, Miguel Ángel García Garrido, Noelia Hernández, Pedro Álvarez, Javier Fabra, David Chapela-Campa, Manuel Mucientes, Manuel Lama, Alberto Bugarín, José Maria Alonso:
Estimation of Customer Activity Patterns in Open Malls by Means of Combining Localization and Process Mining Techniques. WAF 2020: 30-43 - [e3]José Maria Alonso, Alejandro Catalá:
2nd Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence, NL4XAI@INGL 2020, Dublin, Ireland, December 18, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-56-9 [contents]
2010 – 2019
- 2019
- [j28]Alejandro Ramos-Soto, José Maria Alonso, Ehud Reiter, Kees van Deemter, Albert Gatt:
Fuzzy-Based Language Grounding of Geographical References: From Writers to Readers. Int. J. Comput. Intell. Syst. 12(2): 970-983 (2019) - [c48]José Maria Alonso:
Explainable Artificial Intelligence for Kids. EUSFLAT Conf. 2019 - [c47]Jesús Alcalá-Fdez, José Maria Alonso, Ciro Castiello, Corrado Mencar, José M. Soto-Hidalgo:
Py4JFML: A Python wrapper for using the IEEE Std 1855-2016 through JFML. FUZZ-IEEE 2019: 1-6 - [c46]José Maria Alonso, Alberto Bugarín:
ExpliClas: Automatic Generation of Explanations in Natural Language for Weka Classifiers. FUZZ-IEEE 2019: 1-6 - [c45]José Maria Alonso, Gabriella Casalino:
Explainable Artificial Intelligence for Human-Centric Data Analysis in Virtual Learning Environments. HELMeTO 2019: 125-138 - 2018
- [j27]Shaker H. Ali El-Sappagh, José Maria Alonso, Farman Ali, Amjad Ali, Jun-Hyeog Jang, Kyung Sup Kwak:
An Ontology-Based Interpretable Fuzzy Decision Support System for Diabetes Diagnosis. IEEE Access 6: 37371-37394 (2018) - [j26]José M. Soto-Hidalgo, José Maria Alonso, Giovanni Acampora, Jesús Alcalá-Fdez:
JFML: A Java Library to Design Fuzzy Logic Systems According to the IEEE Std 1855-2016. IEEE Access 6: 54952-54964 (2018) - [j25]José M. Soto-Hidalgo, Autilia Vitiello, José Maria Alonso, Giovanni Acampora, Jesús Alcalá-Fdez:
Design of Fuzzy Controllers for Embedded Systems With JFML. Int. J. Comput. Intell. Syst. 12(1): 204-214 (2018) - [j24]Patricia Conde-Clemente, José Maria Alonso, Gracián Triviño:
Toward automatic generation of linguistic advice for saving energy at home. Soft Comput. 22(2): 345-359 (2018) - [c44]Alejandro Ramos-Soto, Ehud Reiter, Kees van Deemter, José Maria Alonso, Albert Gatt:
Meteorologists and Students: A resource for language grounding of geographical descriptors. INLG 2018: 421-425 - [c43]José Maria Alonso, Ciro Castiello, Corrado Mencar:
A Bibliometric Analysis of the Explainable Artificial Intelligence Research Field. IPMU (1) 2018: 3-15 - [c42]José Maria Alonso, Alejandro Ramos-Soto, Ciro Castiello, Corrado Mencar:
Explainable AI Beer Style Classifier. SICSA ReaLX 2018 - [c41]Corrado Mencar, José Maria Alonso:
Paving the Way to Explainable Artificial Intelligence with Fuzzy Modeling - Tutorial. WILF 2018: 215-227 - [c40]José Maria Alonso:
From Zadeh's Computing with Words Towards eXplainable Artificial Intelligence. WILF 2018: 244-248 - [i2]Alejandro Ramos-Soto, Ehud Reiter, Kees van Deemter, José Maria Alonso, Albert Gatt:
Meteorologists and Students: A resource for language grounding of geographical descriptors. CoRR abs/1809.02494 (2018) - 2017
- [j23]José Maria Alonso, Alberto Bugarín, Ehud Reiter:
Natural Language Generation with Computational Intelligence [Guest Editorial]. IEEE Comput. Intell. Mag. 12(3): 8-9 (2017) - [j22]Patricia Conde-Clemente, José Maria Alonso, Éldman de Oliveira Nunes, Ángel Sánchez, Gracián Triviño:
New types of computational perceptions: Linguistic descriptions in deforestation analysis. Expert Syst. Appl. 85: 46-60 (2017) - [j21]Noelia Hernández, José Maria Alonso, Manuel Ocaña:
Fuzzy classifier ensembles for hierarchical WiFi-based semantic indoor localization. Expert Syst. Appl. 90: 394-404 (2017) - [j20]Patricia Conde-Clemente, Gracián Triviño, José Maria Alonso:
Generating automatic linguistic descriptions with big data. Inf. Sci. 380: 12-30 (2017) - [j19]Noelia Hernández, Manuel Ocaña, José Maria Alonso, Euntai Kim:
Continuous Space Estimation: Increasing WiFi-Based Indoor Localization Resolution without Increasing the Site-Survey Effort. Sensors 17(1): 147 (2017) - [c39]José Maria Alonso, Corrado Mencar:
Building Cognitive Cities with Explainable Artificial Intelligent Systems. CEx@AI*IA 2017 - [c38]Alejandro Ramos-Soto, J. Janeiro, José Maria Alonso, Alberto Bugarín, D. Berea-Cabaleiro:
Using Fuzzy Sets in a Data-to-Text System for Business Service Intelligence. EUSFLAT/IWIFSGN (3) 2017: 220-231 - [c37]José Maria Alonso, Alejandro Ramos-Soto, Ehud Reiter, Kees van Deemter:
An exploratory study on the benefits of using natural language for explaining fuzzy rule-based systems. FUZZ-IEEE 2017: 1-6 - [c36]Patricia Conde-Clemente, José Maria Alonso, Gracián Triviño:
rLDCP: R package for text generation from data. FUZZ-IEEE 2017: 1-6 - [c35]Nguyen Cat Ho, José Maria Alonso:
Looking for a real-world-semantics-based approach to the interpretability of fuzzy systems. FUZZ-IEEE 2017: 1-6 - [c34]Alejandro Ramos-Soto, José Maria Alonso, Ehud Reiter, Kees van Deemter, Albert Gatt:
An empirical approach for modeling fuzzy geographical descriptors. FUZZ-IEEE 2017: 1-6 - [c33]José Maria Alonso, Patricia Conde-Clemente, Gracián Triviño:
Linguistic Description of Complex Phenomena with the rLDCP R Package. INLG 2017: 243-244 - [e2]José Maria Alonso, Alberto Bugarín, Ehud Reiter:
Proceedings of the 10th International Conference on Natural Language Generation, INLG 2017, Santiago de Compostela, Spain, September 4-7, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-52-4 [contents] - [i1]Alejandro Ramos-Soto, José Maria Alonso, Ehud Reiter, Kees van Deemter, Albert Gatt:
An Empirical Approach for Modeling Fuzzy Geographical Descriptors. CoRR abs/1703.10429 (2017) - 2016
- [j18]Jesús Alcalá-Fdez, José Maria Alonso, Oscar Cordón:
Special Issue on Computational Intelligence Software Guest Editorial. IEEE Comput. Intell. Mag. 11(2): 13-14 (2016) - [j17]David P. Pancho, José Maria Alonso, Luis Magdalena:
Enhancing Fingrams to deal with precise fuzzy systems. Fuzzy Sets Syst. 297: 1-25 (2016) - [j16]José Maria Alonso, Oscar Cordón, Luis Magdalena:
Special Issue on selected papers from the IFSA-EUSFLAT2015 conference. Int. J. Approx. Reason. 74: 120 (2016) - [j15]Pelayo Quirós, José Maria Alonso, David P. Pancho:
Descriptive and Comparative Analysis of Human Perceptions expressed through Fuzzy Rating Scale-based Questionnaires. Int. J. Comput. Intell. Syst. 9(3): 450-467 (2016) - [j14]Noelia Hernández, José Maria Alonso, Manuel Ocaña:
Hierarchical Approach to Enhancing Topology-based WiFi Indoor Localization in Large Environments. J. Multiple Valued Log. Soft Comput. 26(3-5): 221-241 (2016) - [j13]Jesús Alcalá-Fdez, José Maria Alonso:
A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends, and Prospects. IEEE Trans. Fuzzy Syst. 24(1): 40-56 (2016) - [c32]Rudolf Kruse, Gabriella Pasi, José Maria Alonso:
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack. HICSS 2016: 1710 - 2015
- [c31]Krzysztof Trawinski, José Maria Alonso, Oscar Cordón:
Applying Random Linear Oracles with Fuzzy Classifier Ensembles on WiFi Indoor Localization Problem. A Passion for Fuzzy Sets 2015: 277-287 - [c30]José Maria Alonso, David P. Pancho, Luis Magdalena, Daniel A. Nunez, Daniel S. Sanchez, Pablo F. Suarez, Jose Mingot, Valentin Iglesias:
QUALE r: A new Toolbox for Quantitative and Qualitative Analysis of Human Perceptions. IFSA-EUSFLAT 2015 - [c29]Patricia Conde Clemente, Gracián Triviño, José Maria Alonso:
Linguistic Aggregation Functions using the MapReduce Paradigm. IFSA-EUSFLAT 2015 - [c28]David P. Pancho, José Maria Alonso, Luis Magdalena:
Understanding the Inference Mechanism of FURIA by means of Fingrams. IFSA-EUSFLAT 2015 - [c27]Rudolf Kruse, Gabriella Pasi, José Maria Alonso:
Introduction to the Soft Computing and Intelligent Data Analysis Minitrack. HICSS 2015: 1472-1473 - [p2]José Maria Alonso, Ciro Castiello, Corrado Mencar:
Interpretability of Fuzzy Systems: Current Research Trends and Prospects. Handbook of Computational Intelligence 2015: 219-237 - [e1]José Maria Alonso, Humberto Bustince, Marek Z. Reformat:
2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), Gijón, Spain., June 30, 2015. Atlantis Press 2015, ISBN 978-94-62520-77-6 [contents] - 2014
- [c26]David P. Pancho, José Maria Alonso, Jesús Alcalá-Fdez, Luis Magdalena:
Analyzing fuzzy association rules with Fingrams in KEEL. FUZZ-IEEE 2014: 2352-2359 - [c25]José Maria Alonso, David P. Pancho, Luis Magdalena:
Customization of Products Assisted by Kansei Engineering, Sensory Analysis and Soft Computing. IPMU (2) 2014: 616-625 - [c24]Noelia Hernández, Manuel Ocaña, José Maria Alonso, Euntai Kim:
WiFi-based indoor localization and tracking of a moving device. UPINLBS 2014: 281-289 - 2013
- [j12]Jesús Alcalá-Fdez, José Maria Alonso:
Special Issue on Software Tools for Soft Computing. Int. J. Comput. Intell. Syst. 6(sup1): 1-2 (2013) - [j11]David P. Pancho, José Maria Alonso, Luis Magdalena:
Quest for Interpretability-Accuracy Trade-off Supported by Fingrams into the Fuzzy Modeling Tool GUAJE. Int. J. Comput. Intell. Syst. 6(sup1): 46-60 (2013) - [j10]Alberto Alvarez-Alvarez, José Maria Alonso, Gracián Triviño:
Human activity recognition in indoor environments by means of fusing information extracted from intensity of WiFi signal and accelerations. Inf. Sci. 233: 162-182 (2013) - [j9]Krzysztof Trawinski, José Maria Alonso, Noelia Hernández:
A multiclassifier approach for topology-based WiFi indoor localization. Soft Comput. 17(10): 1817-1831 (2013) - [j8]David P. Pancho, José Maria Alonso, Oscar Cordón, Arnaud Quirin, Luis Magdalena:
FINGRAMS: Visual Representations of Fuzzy Rule-Based Inference for Expert Analysis of Comprehensibility. IEEE Trans. Fuzzy Syst. 21(6): 1133-1149 (2013) - [c23]José Maria Alonso, Noelia Hernández, Manuel Ocaña:
Wifigrams: Design of Hierarchical Wi-Fi Indoor Localization Systems Guided by Social Network Analysis. EUROCAST (2) 2013: 9-16 - [c22]Noelia Hernández, José Maria Alonso, Manuel Ocaña, Mahesh K. Marina:
Impact of Signal Representations on the Performance of Hierarchical WiFi Localization Systems. EUROCAST (2) 2013: 17-24 - [c21]Patricia Conde Clemente, José Maria Alonso, Gracián Triviño:
Interpretable fuzzy system allowing to be framed in a profile photo through linguistic expressions. EUSFLAT Conf. 2013 - [c20]David P. Pancho, José Maria Alonso, Jesús Alcalá-Fdez, Luis Magdalena:
Interpretability analysis of fuzzy association rules supported by fingrams. EUSFLAT Conf. 2013 - [c19]David P. Pancho, José Maria Alonso, Jesús Alcalá-Fdez:
A new fingram-based software tool for visual representation and analysis of fuzzy association rules. FUZZ-IEEE 2013: 1-7 - [p1]José Maria Alonso, David P. Pancho, Oscar Cordón, Arnaud Quirin, Luis Magdalena:
Social Network Analysis of Co-fired Fuzzy Rules. Soft Computing: State of the Art Theory and Novel Applications 2013: 113-128 - 2012
- [c18]José Maria Alonso, David P. Pancho, Luis Magdalena:
Enhancing the fuzzy modeling tool GUAJE with a new module for fingrams-based analysis of fuzzy rule bases. FUZZ-IEEE 2012: 1-8 - 2011
- [j7]José Maria Alonso, Manuel Ocaña, Noelia Hernández, Fernando Herranz, Angel Llamazares, Miguel Ángel Sotelo, Luis Miguel Bergasa, Luis Magdalena:
Enhanced WiFi localization system based on Soft Computing techniques to deal with small-scale variations in wireless sensors. Appl. Soft Comput. 11(8): 4677-4691 (2011) - [j6]José Maria Alonso, Luis Magdalena:
Special issue on interpretable fuzzy systems. Inf. Sci. 181(20): 4331-4339 (2011) - [j5]José Maria Alonso, Luis Magdalena:
HILK++: an interpretability-guided fuzzy modeling methodology for learning readable and comprehensible fuzzy rule-based classifiers. Soft Comput. 15(10): 1959-1980 (2011) - [c17]Raffaele Cannone, José Maria Alonso, Luis Magdalena:
Multi-objective design of highly interpretable fuzzy rule-based classifiers with semantic cointension. GEFS 2011: 1-8 - [c16]Pablo Menendez, Carmen Campomanes, Krzysztof Trawinski, José Maria Alonso:
Topology-based indoor localization by means of WiFi fingerprinting with a computational intelligent classifier. ISDA 2011: 1020-1025 - [c15]Raffaele Cannone, José Maria Alonso, Luis Magdalena:
An Empirical Study on Interpretability Indexes through Multi-objective Evolutionary Algorithms. WILF 2011: 131-138 - [c14]Jo