Publicaciones Científicas

Publicaciones Científicas. A ver hasta dónde llegamos...

https://hdl.handle.net/20.500.14352/77441

Dejo a continuación el listado completo de mis publicaciones académicas, organizadas cronológicamente. Los trabajos abarcan Explainable Artificial Intelligence (XAI), Fuzzy Logic, Decision-Making, Customer Service, Education, Astronomy e Industrial Applications, con un enfoque común en la interpretabilidad, el pensamiento crítico y la toma de decisiones en contextos reales.

2026

Marín Díaz, G., Andrés Núñez, E. M., & Rodriguez-Rodriguez, A. M. (2026).

FAS-XAI: An Interpretable Framework for the Comparative Morphological Analysis of Lunar and Martian Impact Craters.

Journal Article - Mathematics, 14(9), 1445.

• DOI: https://doi.org/10.3390/math14091445

• UCM: https://hdl.handle.net/20.500.14352/136637

• Zenodo: https://zenodo.org/records/19952412

Marín Díaz, G., Rodriguez-Rodriguez, A. M., & Andrés Núñez, E. M. (2026).

A Fuzzy and Explainable AI Framework for Comparing Physical and Perceptual Representations in Galaxy Morphology.

Journal Article - AI, 7(5), 159.

• DOI: https://doi.org/10.3390/ai7050159

• UCM: https://hdl.handle.net/20.500.14352/136508

• Zenodo: https://zenodo.org/records/19951686

Marín Díaz, G. (2026).

A Unified Fuzzy–Explainable AI Framework (FAS-XAI) for Customer Service Value Prediction and Strategic Decision-Making.

Journal Article - AI, 7(1), 3.

• DOI: https://doi.org/10.3390/ai7010003

• UCM: https://hdl.handle.net/20.500.14352/129619

• Zenodo: https://zenodo.org/records/18017546

2025

Marín Díaz, G. (2025).

Integrating Exploratory Data Analysis and Explainable AI into Astronomy Education: A Fuzzy Approach to Data-Literate Learning.

Journal Article - Education Sciences, 15(12), 1688.

• DOI: https://doi.org/10.3390/educsci15121688

• UCM: https://hdl.handle.net/20.500.14352/129652

• Zenodo: https://zenodo.org/records/17991837

Marín Díaz, G. (2025).

FAS-XAI: Fuzzy and Explainable AI for Interpretable Vetting of Kepler Exoplanet Candidates.

Journal Article - Mathematics, 13(23), 3796.

• DOI: https://doi.org/10.3390/math13233796

• UCM: https://hdl.handle.net/20.500.14352/129638

• Zenodo: https://zenodo.org/records/17991792

Marín Díaz, G. (2025).

Supporting Reflective AI Use in Education: A Fuzzy-Explainable Model for Identifying Cognitive Risk Profiles.

Journal Article - Education Sciences, 15(7), 923.

• DOI: https://doi.org/10.3390/educsci15070923

• UCM: https://hdl.handle.net/20.500.14352/129644

• Zenodo: https://zenodo.org/records/17991734

Marín Díaz, G. (2025).

Comparative Analysis of Explainable AI Methods for Manufacturing Defect Prediction: A Mathematical Perspective.

Mathematics, 13(15), 2436.

• DOI: https://doi.org/10.3390/math13152436

• UCM: https://hdl.handle.net/20.500.14352/129645

• Zenodo: https://zenodo.org/records/17991667

Marín Díaz, G. (2025).

A Fuzzy-XAI Framework for Customer Segmentation and Risk Detection: Integrating RFM, 2-Tuple Modeling, and Strategic Scoring.

Journal Article - Mathematics, 13(13), 2141.

• DOI: https://doi.org/10.3390/math13132141

• UCM: https://hdl.handle.net/20.500.14352/129648

• Zenodo: https://zenodo.org/records/17991618

Marín Díaz, G. (2025).

Quality Management in Chemical Processes Through Fuzzy Analysis: A Fuzzy C-Means and Predictive Models Approach.

Journal Article - ChemEngineering, 9(3), 45.

• DOI: https://doi.org/10.3390/chemengineering9030045

• UCM: https://hdl.handle.net/20.500.14352/129674

• Zenodo: https://zenodo.org/records/17991494

Marín Díaz, G. (2025).

Fuzzy C-Means and Explainable AI for Quantum Entanglement Classification and Noise Analysis.

Journal Article - Mathematics, 13(7), 1056.

• DOI: https://doi.org/10.3390/math13071056

• UCM: https://hdl.handle.net/20.500.14352/129673

• Zenodo: https://zenodo.org/records/17991081

Marín Díaz, G.; Gómez Medina, R.; Aijón Jiménez, J. A. (2025).

A Methodological Framework for Business Decisions with Explainable AI and the Analytic Hierarchy Process.

Journal Article - Processes, 13(1), 102.

• DOI: https://doi.org/10.3390/pr13010102

• UCM: https://hdl.handle.net/20.500.14352/129799

• Zenodo: https://zenodo.org/records/17990271

2024

Galán Hernández, J. J.; Marín Díaz, G.; Mariscal, G. (2024).

Methodology for analyzing educational forums with NLP: searching for economic terms.

Book Part - Teaching Innovations in Economics. Springer.

• DOI: https://doi.org/10.1007/978-3-031-72549-4_4

• UCM: https://hdl.handle.net/20.500.14352/130055

• Zenodo: https://zenodo.org/records/18000554

Marín Díaz, G.; Hernández, J. J. G.; Medina, R. G.; Jiménez, J. A. A. (2024).

Understanding AI Adoption in Education: A TAM Perspective on Students’ and Teachers’ Perceptions.

Book Part - Dykinson

• DOI: https://doi.org/10.14679/3416

• UCM: https://hdl.handle.net/20.500.14352/130073

• Zenodo: https://zenodo.org/records/18000444

Marín Díaz, G.; Gómez Medina, R.; Aijón Jiménez, J. A. (2024).

Integrating Fuzzy C-Means Clustering and Explainable AI for Robust Galaxy Classification.

Journal Article - Mathematics, 12(18), 2797.

• DOI: https://doi.org/10.3390/math12182797

• UCM: https://hdl.handle.net/20.500.14352/129801

• Zenodo: https://zenodo.org/records/17990033

Marín Díaz, G.; Galán Hernández, J. J. (2024).

Decoding Employee Attrition: A Unified Approach with XAI and AHP.

Conference Paper - FLINS

• DOI: https://doi.org/10.1142/9789811294631_0046

• UCM: https://hdl.handle.net/20.500.14352/129925

• Zenodo: https://zenodo.org/records/18000330

Galán Hernández, J. J.; Marín Díaz, G. (2024).

Study of the Factors that Influence the Tourism Sector’s Acceptance of the Use of ChatGPT.

Conference Paper - FLINS

• DOI: https://doi.org/10.1142/9789811294631_0052

• UCM: https://hdl.handle.net/20.500.14352/129927

• Zenodo: https://zenodo.org/records/18000184

Galán Hernández, J. J.; Carrasco González, R. A.; Marín Díaz, G. (2024).

Optimizing Tourism Data Extraction and Analysis: A Comprehensive Methodology

Book Part - Springer Nature

• DOI: https://doi.org/10.1007/978-3-031-52607-7_4

• UCM: https://hdl.handle.net/20.500.14352/130075

• Zenodo: https://zenodo.org/records/17999886

  
  

Marín Díaz, G.; Galán Hernández, J. J. (2024).

The pivotal role of interpretability in employee attrition prediction and decision-making

Book Part - ETHICOMP 2024 - Universidad de La Rioja.

• DOI: https://doi.org/10.5281/zenodo.17999784

• UCM: https://hdl.handle.net/20.500.14352/130072

• Zenodo: https://zenodo.org/records/17999784

  
  

Marín Díaz, G.; Galán Hernández, J. J.; Galdón Salvador, J. L. (2024).

Explainable Artificial Intelligence ( XAI ) and Ethical Decision-Making in Business

Book Part - ETHICOMP 2024 - Universidad de La Rioja.

• DOI: https://doi.org/10.5281/zenodo.17999784

• UCM: https://hdl.handle.net/20.500.14352/129935

• Zenodo: https://zenodo.org/records/17999695

Galán Hernández, J. J.; Marín Díaz, G.; Galdón Salvador, J. L. (2024).

Artificial Intelligence Applied to Human Resources Management: A Bibliometric Analysis.

Conference Paper - Springer

• DOI: https://doi.org/10.1007/978-3-031-54235-0_25

• UCM: https://hdl.handle.net/20.500.14352/129929

• Zenodo: https://zenodo.org/records/17999305

Galán Hernández, J. J.; Carrasco González, R. A.; Marín Díaz, G. (2024).

The Growing Scientific Interest in Artificial Intelligence for Addressing Climate Change: A Bibliometric Analysis

Book Part - Springer

• DOI: https://doi.org/10.1007/978-981-99-7210-4_13

• UCM: https://hdl.handle.net/20.500.14352/130448

• Zenodo: https://zenodo.org/records/17997608

Galdón Salvador, J. L., & Marín Díaz, G. (2024).

Enhancing Business Decision Making through a New Corporate Reputation Measurement Model: Practical Application in a Supplier Selection Process

Journal Article - Sustainability, 16(2), 523.

• DOI: https://doi.org/10.3390/su16020523

• UCM: https://hdl.handle.net/20.500.14352/105946

• Zenodo: https://zenodo.org/records/17990136

2023

Marín Díaz, G.; Galán Hernández, J. J.; Galdón Salvador, J. L. (2023).

Analyzing Employee Attrition Using Explainable AI for Strategic HR Decision-Making

Journal Article - Mathematics, 11(22), 4677.

• DOI: https://doi.org/10.3390/math11224677

• UCM: https://hdl.handle.net/20.500.14352/129821

• Zenodo: https://zenodo.org/records/17985985

Marín Díaz, G.; Galdón Salvador, J. L.; Galán Hernández, J. J. (2023).

Smart Cities and Citizen Adoption: Exploring Tourist Digital Maturity for Personalizing Recommendations

Journal Article - Electronics, 12(16), 3395.

• DOI: https://doi.org/10.3390/electronics12163395

• UCM: https://hdl.handle.net/20.500.14352/103662

• Zenodo: https://zenodo.org/records/17987094

Marín Díaz, G.; Galdón Salvador, J. L. (2023).

Group Decision-Making Model Based on 2-Tuple Fuzzy Linguistic Model and AHP Applied to Measuring Digital Maturity Level of Organizations

Journal Article - Systems, 11(7), 341.

• DOI: https://doi.org/10.3390/systems11070341

• UCM: https://hdl.handle.net/20.500.14352/104894

• Zenodo: https://zenodo.org/records/17987100

Marín Díaz, G.; Carrasco González, R. A. (2023).

Fuzzy Logic and Decision Making Applied to Customer Service Optimization.

Journal Article - Axioms, 12, 448.

• DOI: https://doi.org/10.3390/axioms12050448

• UCM: https://hdl.handle.net/20.500.14352/104608

• Zenodo: https://zenodo.org/records/17986842

2022

Marín Díaz, G.; Galán, J. J.; Carrasco, R. A. (2022).

XAI for Churn Prediction in B2B Models: A Use Case in an Enterprise Software Company.

Journal Article - Mathematics, 10, 3896.

• DOI: https://doi.org/10.3390/math10203896

• UCM: https://hdl.handle.net/20.500.14352/114438

• Zenodo: https://zenodo.org/records/17989955

2021

Marín Díaz, G.; Carrasco González, R. A.; Gómez, D. (2021).

RFID: A Fuzzy Linguistic Model to Manage Customers from the Perspective of Their Interactions with the Contact Center.

Journal Article - Mathematics, 9(19), 2362.

• DOI: https://doi.org/10.3390/math9192362

• UCM: https://hdl.handle.net/20.500.14352/129796

• Zenodo: https://zenodo.org/records/17986557

Marín Díaz, G.; Carrasco González, R. A.; Gómez González, D. (2021).

Interpretability challenges in machine learning models.

Conference Paper - ETHICOMP 2021.

• DOI: https://doi.org/10.5281/zenodo.17996358

• UCM: https://hdl.handle.net/20.500.14352/130453

• Zenodo: https://zenodo.org/records/17996358

Marín Díaz, G.; Carrasco González, R. A.; Gómez González, D. (2021).

What do machines think about?

Conference Paper - ETHICOMP 2021.

• DOI: https://doi.org/10.5281/zenodo.17996147

• UCM: https://hdl.handle.net/20.500.14352/130456

• Zenodo: https://zenodo.org/records/17996147

Doctoral Thesis

Marín Díaz, G. (2023).

Gestión estratégica de atención al cliente mediante modelos lingüísticos difusos, modelos de decisión y machine learning. Aplicación práctica en entornos B2C y B2B.

Doctoral Thesis. Universidad Complutense de Madrid.

• DOI: https://doi.org/10.5281/zenodo.18525317

• UCM: https://hdl.handle.net/20.500.14352/4056

• Zenodo: https://zenodo.org/records/18525318

Teaching Innovation Projects

• Módulo de Integración de nbgrader y Moodle (2025).

  https://hdl.handle.net/20.500.14352/87685

• Ejercicios creativos y recreativos en Python para primeros cursos de grado (2023).

  https://hdl.handle.net/20.500.14352/87685