Jose Maria Alonso-Moral

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 29

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Imprecise Information

Genre Classification

Top Venues

IEEE Intell. Syst.

IEEE Comput. Intell. Mag.

Publications

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) (2024)
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)
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) (2024)
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)
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 (2024)
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 (2024)
Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner
Sexism Detection on a Data Diet. WebSci (Companion) (2024)
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) (2024)
Roberto Confalonieri, Jose Maria Alonso-Moral
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence. IEEE Intell. Syst. 39 (1) (2024)
Muhammad Suffian Nizami, Jose Maria Alonso-Moral, Alessandro Bogliolo
Introducing User Feedback-Based Counterfactual Explanations (UFCE). Int. J. Comput. Intell. Syst. 17 (1) (2024)
Ilia Stepin, Alejandro Catalá, Jose Maria Alonso-Moral
A Software Solution for Building Fuzzy-Grounded Interactive Dialogue-Based Explanations. FUZZ (2024)
Muhammad Suffian Nizami, Jose Maria Alonso-Moral, Alessandro Bogliolo
Introducing User Feedback-based Counterfactual Explanations (UFCE). CoRR (2024)
Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner
Sexism Detection on a Data Diet. CoRR (2024)
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)
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) (2023)
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 (2023)
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 (2023)
Anna Arias-Duart, Ettore Mariotti, Dario Garcia-Gasulla, Jose Maria Alonso-Moral
A Confusion Matrix for Evaluating Feature Attribution Methods. CVPR Workshops (2023)
Muhammad Suffian Nizami, Ilia Stepin, Jose Maria Alonso-Moral, Alessandro Bogliolo
Investigating Human-Centered Perspectives in Explainable Artificial Intelligence. XAI.it@AI*IA (2023)
Muhammad Suffian Nizami, Ulrike Kuhl, Jose Maria Alonso-Moral, Alessandro Bogliolo
Toward enriched Cognitive Learning with XAI. CoRR (2023)
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 (2023)
Ettore Mariotti, Adarsa Sivaprasad, Jose Maria Alonso-Moral
Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI. xAI (1) (2023)
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 (2023)
Muhammad Suffian Nizami, Ulrike Kuhl, Jose Maria Alonso-Moral, Alessandro Bogliolo
CL-XAI: Toward Enriched Cognitive Learning with Explainable Artificial Intelligence. SEFM Workshops (2023)
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 (2022)
Ettore Mariotti, Jose Maria Alonso-Moral, Albert Gatt
Measuring Model Understandability by means of Shapley Additive Explanations. FUZZ-IEEE (2022)
Muhammad Suffian Nizami, Pierluigi Graziani, Jose Maria Alonso-Moral, Alessandro Bogliolo
FCE: Feedback Based Counterfactual Explanations for Explainable AI. IEEE Access 10 (2022)
Jose Maria Alonso-Moral, Corrado Mencar, Hisao Ishibuchi
Explainable and Trustworthy Artificial Intelligence [Guest Editorial]. IEEE Comput. Intell. Mag. 17 (1) (2022)
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 (2022)