Jose Maria Alonso-Moral

39 papers A 1B 1Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Trustworthy Data-driven Chronological Age Estimation from Panoramic Dental Images.
CoRR
Ainhoa Vivel-Couso, Nicolás Vila Blanco, María J. Carreira, Alberto Bugarín Diz, Inmaculada Tomás, Jose Maria Alonso-Moral
2025 — conf
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection.
IJCNLP-AACL (long papers)
Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner
2025 — conf
Generating trustworthy explanations with a language model enriched by fuzzy rule-based systems.
FUZZ
Pablo Miguel Perez-Ferreiro, Alejandro Catalá, Alberto Bugarín Diz, Jose Maria Alonso-Moral
2025 J jnl
The role of user feedback in enhancing understanding and trust in counterfactual explanations for explainable AI.
Int. J. Hum. Comput. Stud.
Muhammad Suffian Nizami, Ulrike Kuhl, Alessandro Bogliolo, Jose Maria Alonso-Moral
2024 — conf
A Software Solution for Building Fuzzy-Grounded Interactive Dialogue-Based Explanations.
FUZZ
Ilia Stepin, Alejandro Catalá, Jose Maria Alonso-Moral
2024 — conf
A User Study on the Utility of Context-Aware Explanations for Assisting Data Scientists in Error Analysis of Fuzzy Decision Trees.
FUZZ
Guillermo Fernández, José A. Gámez, José M. Puerta, Juan A. Aledo, Jose Maria Alonso-Moral, Alberto Bugarín
2024 J jnl
An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts.
Proces. del Leng. Natural
Javier González-Corbelle, Jose Maria Alonso-Moral, Rosa M. Crujeiras, Alberto José Bugarín Diz
2024 J jnl
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence.
IEEE Intell. Syst.
Roberto Confalonieri, Jose Maria Alonso-Moral
2024 — conf
DeepR3: Reducing, Reusing and Recycling Large Models for Developing Responsible and Green Language Technologies.
SEPLN (Projects and Demonstrations)
Aitor Soroa, German Rigau, Jose Maria Alonso-Moral, Marcos García, Maite Melero, Marta Villegas
2024 A ed.
ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024)
ECAI
Ulle Endriss, Francisco S. Melo, Kerstin Bach, Alberto José Bugarín Diz, Jose Maria Alonso-Moral, Senén Barro, Fredrik Heintz
2024 J jnl
Enriching interactive explanations with fuzzy temporal constraint networks.
Int. J. Approx. Reason.
Mariña Canabal-Juanatey, Jose Maria Alonso-Moral, Alejandro Catalá, Alberto José Bugarín Diz
2024 J jnl
How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained].
IEEE Comput. Intell. Mag.
Ilia Stepin, Muhammad Suffian Nizami, Alejandro Catalá, Jose Maria Alonso-Moral
2024 J jnl
Information-seeking dialogue for explainable artificial intelligence: Modelling and analytics.
Argument Comput.
Ilia Stepin, Katarzyna Budzynska, Alejandro Catalá, Martin Pereira-Fariña, Jose Maria Alonso-Moral
2024 J jnl
Introducing User Feedback-Based Counterfactual Explanations (UFCE).
Int. J. Comput. Intell. Syst.
Muhammad Suffian Nizami, Jose Maria Alonso-Moral, Alessandro Bogliolo
2024 J jnl
Introducing User Feedback-based Counterfactual Explanations (UFCE).
CoRR
Muhammad Suffian Nizami, Jose Maria Alonso-Moral, Alessandro Bogliolo
2024 J jnl
Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem.
IEEE Intell. Syst.
Luca Nannini, Jose Maria Alonso-Moral, Alejandro Catalá, Manuel Lama, Senén Barro
2024 — ed.
Proceedings of the First Multimodal, Affective and Interactive eXplainable AI Workshop (MAI-XAI24 2024) co-located with 27th European Conference On Artificial Intelligence 19-24 October 2024 (ECAI 2024), Santiago de Compostela, Spain, October 19, 2024.
MAI-XAI@ECAI
Jose Maria Alonso-Moral, Zach Anthis, Rafael Berlanga, Alejandro Catalá, Philipp Cimiano, Peter Flach, Eyke Hüllermeier, Tim Miller, Oana Mitrut, Dimitry Mindlin, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu, Kacper Sokol, Aitor Soroa
2024 — conf
Sexism Detection on a Data Diet.
WebSci (Companion)
Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner
2024 J jnl
Sexism Detection on a Data Diet.
CoRR
Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner
2024 J jnl
TextFocus: Assessing the Faithfulness of Feature Attribution Methods Explanations in Natural Language Processing.
IEEE Access
Ettore Mariotti, Anna Arias-Duart, Michele Cafagna, Albert Gatt, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
2024 J jnl
The role of ontologies and knowledge in Explainable AI.
Semantic Web
Roberto Confalonieri, Oliver Kutz, Diego Calvanese, Jose Maria Alonso-Moral, Shang-Ming Zhou
2023 — conf
A Confusion Matrix for Evaluating Feature Attribution Methods.
CVPR Workshops
Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
2023 — conf
A Confusion Matrix for Evaluating Feature Attribution Methods.
XAI4CV
Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
2023 — conf
Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI.
xAI (1)
Ettore Mariotti, Adarsa Sivaprasad, Jose Maria Alonso-Moral
2023 — conf
CL-XAI: Toward Enriched Cognitive Learning with Explainable Artificial Intelligence.
SEFM Workshops
Muhammad Suffian Nizami, Ulrike Kuhl, Jose Maria Alonso-Moral, Alessandro Bogliolo
2023 J jnl
Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence.
Inf. Fusion
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
2023 J jnl
Exploring the balance between interpretability and performance with carefully designed constrainable Neural Additive Models.
Inf. Fusion
Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt
2023 — conf
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence.
XAI.it@AI*IA
Muhammad Suffian Nizami, Ilia Stepin, Jose Maria Alonso-Moral, Alessandro Bogliolo
2023 J jnl
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP.
CoRR
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
2023 J jnl
The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond.
CoRR
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
2023 — conf
The Role of Speculations for Explainable and Trustworthy Artificial Intelligence: A Use Case on Art Genre Classification.
EUSFLAT/AGOP
Jose Maria Alonso-Moral, Vicent Costa
2023 J jnl
Toward enriched Cognitive Learning with XAI.
CoRR
Muhammad Suffian Nizami, Ulrike Kuhl, Jose Maria Alonso-Moral, Alessandro Bogliolo
2023 J jnl
Trustworthy artificial intelligence in Alzheimer's disease: state of the art, opportunities, and challenges.
Artif. Intell. Rev.
Shaker H. Ali El-Sappagh, Jose Maria Alonso-Moral, Tamer AbuHmed, Farman Ali, Alberto José Bugarín Diz
2022 J jnl
An empirical study on how humans appreciate automated counterfactual explanations which embrace imprecise information.
Inf. Sci.
Ilia Stepin, Jose Maria Alonso-Moral, Alejandro Catalá, Martin Pereira-Fariña
2022 J jnl
Explainable and Trustworthy Artificial Intelligence [Guest Editorial].
IEEE Comput. Intell. Mag.
Jose Maria Alonso-Moral, Corrado Mencar, Hisao Ishibuchi
2022 J jnl
FCE: Feedback Based Counterfactual Explanations for Explainable AI.
IEEE Access
Muhammad Suffian Nizami, Pierluigi Graziani, Jose Maria Alonso-Moral, Alessandro Bogliolo
2022 J jnl
Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance.
Future Gener. Comput. Syst.
Sergio Martínez-Agüero, Cristina Soguero-Ruíz, Jose Maria Alonso-Moral, Inmaculada Mora-Jiménez, Joaquín Álvarez-Rodríguez, Antonio G. Marques
2022 B conf
Measuring Model Understandability by means of Shapley Additive Explanations.
FUZZ-IEEE
Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt
2007 — —
Interpretable fuzzy systems modeling with cooperation between expert and induced knowledge (Modelado de sistemas borrosos interpretables con cooperación entre conocimiento experto e inducido).
Jose Maria Alonso-Moral