Personal information

Emails & domains

Verified email domains

Websites & social links

Anaconda Cloud
Docker Hub
GitHub
Kaggle
PyPI
Zotero

Keywords

Data Mining, Data Science, Machine Learning, Artificial Intelligence

Countries

Spain

Biography

Personal investigador predoctoral en formación en Tecnologías Informáticas Avanzadas en la Universidad de Castilla-La Mancha.

Activities

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Employment (2)

Universidad de Castilla-La Mancha: Albacete, Castilla-La Mancha, ES

2019-09-27 to 2023-09-26 | Personal investigador predoctoral en formación (Departamento de Sistemas Informáticos)
Employment
Source: Self-asserted source
Juan C. Alfaro

Universidad de Castilla-La Mancha: Albacete, Castilla-La Mancha, ES

2018-09-10 to 2019-09-26 | Personal de apoyo a la investigación (Departamento de Sistemas Informáticos)
Employment
Source: Self-asserted source
Juan C. Alfaro

Education and qualifications (3)

Universidad de Castilla-La Mancha: Albacete, Castilla-La Mancha, ES

2019-09-27 to present | Doctorado en Tecnologías Informáticas Avanzadas
Education
Source: Self-asserted source
Juan C. Alfaro

Universidad Internacional Menéndez Pelayo: Madrid, Madrid, ES

2018-10-22 to 2019-08-15 | Máster Universitario en Investigación en Inteligencia Artificial
Education
Source: Self-asserted source
Juan C. Alfaro

Universidad de Castilla-La Mancha: Albacete, Castilla-La Mancha, ES

2014-09-10 to 2018-06-29 | Grado en Ingeniería Informática
Education
Source: Self-asserted source
Juan C. Alfaro

Professional activities (3)

Universidad de Castilla-La Mancha: Ciudad Real, Castilla-La Mancha, ES

2019-06-18 | Premio estudiante destacado
Distinction
Source: Self-asserted source
Juan C. Alfaro

Junta de Comunidades de Castilla-La Mancha: Albacete, Castilla-La Mancha, ES

2019-06-10 | Beca de excelencia
Distinction
Source: Self-asserted source
Juan C. Alfaro

Universidad de Castilla-La Mancha: Albacete, Castilla-La Mancha, ES

2018-12-21 | Premio extraordinario fin de estudios
Distinction
Source: Self-asserted source
Juan C. Alfaro

Funding (1)

Training programme for Academic Staff

2019-09 to 2023-09 | Grant
Ministry of Science, Innovation and Universities (Madrid, Madrid, ES)
GRANT_NUMBER:

FPU18/00181
Source: Self-asserted source
Juan C. Alfaro

Works (11)

Federated Learning with Discriminative Naive Bayes Classifier

2025 | Book chapter
DOI: 10.1007/978-3-031-77738-7_27
Contributors: Pablo Torrijos; Juan C. Alfaro; José A. Gámez; José M. Puerta
Source: check_circle
Crossref

MORE–PLR: Multi-Output Regression Employed for Partial Label Ranking

2025 | Book chapter
DOI: 10.1007/978-3-031-78977-9_26
Contributors: Santo M. A. R. Thies; Juan C. Alfaro; Viktor Bengs
Source: check_circle
Crossref

UNIVERSITY PODCAST TO FACILITATE STUDENTS’ ACCESS TO INFORMATION OF INTEREST

2025-03 | Conference paper
DOI: 10.21125/inted.2025.0326
Contributors: Juan Carlos Alfaro; Pablo Bermejo; Aurelio Bermúdez; Teresa Olivares
Source: check_circle
Crossref

Label ranking oblique trees

Knowledge-Based Systems
2024-07 | Journal article
DOI: 10.1016/j.knosys.2024.111882
Contributors: Enrique G. Rodrigo; Juan C. Alfaro; Juan A. Aledo; José A. Gámez
Source: check_circle
Crossref

Multi-dimensional Bayesian network classifiers for partial label ranking

International Journal of Approximate Reasoning
2023-09 | Journal article
DOI: 10.1016/j.ijar.2023.108950
Contributors: Juan C. Alfaro; Juan A. Aledo; José A. Gámez
Source: check_circle
Crossref

Pairwise learning for the partial label ranking problem

Pattern Recognition
2023-08 | Journal article
DOI: 10.1016/j.patcog.2023.109590
Contributors: Juan C. Alfaro; Juan A. Aledo; José A. Gámez
Source: check_circle
Crossref

Mixture-Based Probabilistic Graphical Models for the Partial Label Ranking Problem

2021 | Book chapter
DOI: 10.1007/978-3-030-91608-4_28
Contributors: Juan C. Alfaro; Juan A. Aledo; José A. Gámez
Source: check_circle
Crossref

Mixture-Based Probabilistic Graphical Models for the Label Ranking Problem

Entropy
2021-03-31 | Journal article
DOI: 10.3390/e23040420
Contributors: Enrique G. Rodrigo; Juan C. Alfaro; Juan A. Aledo; José A. Gámez
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Learning decision trees for the partial label ranking problem

International Journal of Intelligent Systems
2021-01-11 | Journal article
Funded by DOI: 10.1002/int.22325
Source: Self-asserted source
Juan C. Alfaro

A Probabilistic Graphical Model-Based Approach for the Label Ranking Problem

15th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
2019-09-04 | Conference paper
DOI: 10.1007/978-3-030-29765-7_29
Part of ISBN: 9783030297640
Part of ISBN: 9783030297657
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Juan C. Alfaro

Algoritmos basados en árboles de decisión para partial label ranking

Actas de la XVIII Conferencia de la Asociación Española para la Inteligencia Artificial
2018-10-23 | Conference paper
Part of ISBN: 9788409056439
Source: Self-asserted source
Juan C. Alfaro

Peer review (4 reviews for 2 publications/grants)

Review activity for Pattern recognition. (3)
Review activity for Progress in artificial intelligence. (1)
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