Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X)

About Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X)

Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X), With an exceptional h-index of 31 and a recent h-index of 24 (since 2020), a distinguished researcher at Universidad de Santiago de Compostela, specializes in the field of Explainable Artificial Intelligence, Soft Computing, Computational Intelligence, Fuzzy Logic, Natural Language Generation.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts

Introducing User Feedback-based Counterfactual Explanations (UFCE)

Enriching Interactive Explanations with Fuzzy Temporal Constraint Networks

How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]

Operationalizing Explainable AI in the EU Regulatory Ecosystem

An art painting style explainable classifier grounded on logical and commonsense reasoning

A Confusion Matrix for Evaluating Feature Attribution Methods

The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond

Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X) Information

University

Position

Research Center on Information Technologies of (CITIUS)

Citations(all)

3588

Citations(since 2020)

2273

Cited By

1895

hIndex(all)

31

hIndex(since 2020)

24

i10Index(all)

78

i10Index(since 2020)

53

Email

University Profile Page

Universidad de Santiago de Compostela

Google Scholar

View Google Scholar Profile

Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X) Skills & Research Interests

Explainable Artificial Intelligence

Soft Computing

Computational Intelligence

Fuzzy Logic

Natural Language Generation

Top articles of Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X)

Title

Journal

Author(s)

Publication Date

An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts

Procesamiento del Lenguaje Natural

Javier Gonzalez-Corbelle

Jose M. Alonso-Moral

Rosa M. Crujeiras

Alberto Bugarin-Diz

2024/3

Introducing User Feedback-based Counterfactual Explanations (UFCE)

arXiv preprint arXiv:2403.00011

Muhammad Suffian

Jose M Alonso-Moral

Alessandro Bogliolo

2024/2/26

Enriching Interactive Explanations with Fuzzy Temporal Constraint Networks

International Journal of Approximate Reasoning

Mariña Canabal-Juanatey

Jose M Alonso-Moral

Alejandro Catala

Alberto Bugarín-Diz

2024/1/17

How to Build Self-Explaining Fuzzy Systems: From Interpretability to Explainability [AI-eXplained]

IEEE Computational Intelligence Magazine

Ilia Stepin

Muhammad Suffian

Alejandro Catala

Jose M Alonso-Moral

2024/1/8

Operationalizing Explainable AI in the EU Regulatory Ecosystem

IEEE Intelligent Systems

L Nannini

JM Alonso-Moral

A Catala

M Lama

S Barro

2024/4/3

An art painting style explainable classifier grounded on logical and commonsense reasoning

Soft Computing

Vicent Costa

Jose M Alonso-Moral

Zoe Falomir

Pilar Dellunde

2023/5/17

A Confusion Matrix for Evaluating Feature Attribution Methods

Anna Arias-Duart

Ettore Mariotti

Dario Garcia-Gasulla

Jose Maria Alonso-Moral

2023

The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond

arXiv preprint arXiv:2311.04007

Direnc Pekaslan

Jose Maria Alonso-Moral

Kasun Bandara

Christoph Bergmeir

Juan Bernabe-Moreno

...

2023/11/7

Explainable Artificial Intelligence (XAI): What we know and what is left to attain Trustworthy Artificial Intelligence

Information fusion

Sajid Ali

Tamer Abuhmed

Shaker El-Sappagh

Khan Muhammad

Jose M Alonso-Moral

...

2023/11/1

Missing information, unresponsive authors, experimental flaws: The impossibility of assessing the reproducibility of previous human evaluations in NLP

arXiv preprint arXiv:2305.01633

Anya Belz

Craig Thomson

Ehud Reiter

Gavin Abercrombie

Jose M Alonso-Moral

...

2023/5/2

Investigating Human-Centered Perspectives in Explainable Artificial Intelligence

CEUR WORKSHOP PROCEEDINGS

Muhammad Suffian

Ilia Stepin

Jose Maria Alonso-Moral

Alessandro Bogliolo

2023

Information-Seeking Dialogue for Explainable Artificial Intelligence: Modelling and Analytics

Argument & Computation

Ilia Stepin

Katarzyna Budzynska

Alejandro Catala

Martín Pereira-Fariña

Jose M. Alonso-Moral

2023/5

Some lessons learned reproducing human evaluation of a data-to-text system

Javier González-Corbelle

Jose M Alonso

Alberto Bugarín Diz

2023/9

Trustworthy artificial intelligence in Alzheimer’s disease: state of the art, opportunities, and challenges

Shaker El-Sappagh

Jose M Alonso-Moral

Tamer Abuhmed

Farman Ali

Alberto Bugarín-Diz

2023/10

The role of Speculations for Explainable and Trustworthy Artificial Intelligence: A use case on Art Genre Classification

Jose Maria Alonso-Moral

Vicent Costa

2023/9

Exploring the Balance between Interpretability and Performance with carefully designed Constrainable Neural Additive Models

Information Fusion

Ettore Mariotti

José María Alonso Moral

Albert Gatt

2023/11/1

Beyond Prediction Similarity: ShapGAP for Evaluating Faithful Surrogate Models in XAI

Ettore Mariotti

Adarsa Sivaprasad

Jose Maria Alonso Moral

2023/10/30

An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy AI (Supplemental Material)

IEEE Intelligent Systems

Roberto Confalonieri

Jose M Alonso-Moral

2023/11/20

Dealing with hallucination and omission in neural Natural Language Generation: A use case on meteorology.

Javier González-Corbelle

Alberto Bugarín Diz

Jose Alonso-Moral

Juan Taboada

2022/7

FCE: Feedback based Counterfactual Explanations for Explainable AI

IEEE Access

M. Suffian

P. Graziani

Jose M. Alonso-Moral

A. Bogliolo

2022/7

See List of Professors in Jose Maria Alonso Moral (ORCID: 0000-0003-3673-421X) University(Universidad de Santiago de Compostela)

Co-Authors

H-index: 62
Oscar Cordón

Oscar Cordón

Universidad de Granada

H-index: 58
Ehud Reiter

Ehud Reiter

University of Aberdeen

H-index: 49
Miguel Angel Sotelo

Miguel Angel Sotelo

Universidad de Alcalá

H-index: 47
Luis Miguel Bergasa

Luis Miguel Bergasa

Universidad de Alcalá

H-index: 35
Luis Magdalena

Luis Magdalena

Universidad Politécnica de Madrid

H-index: 34
Albert Gatt

Albert Gatt

University of Malta

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