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Vargas Yun, Victor Manuel

Teoría de la Señal y Comunicaciones / Universidad de Alcalá

Publications

Soft labelling for deep ordinal classification: an experimental review

  • Vargas,V.M.
  • Guijo-Rubio,D.
  • Ayllon-Gavilan,R.
  • Gomez-Orellana,A.M.
  • Gutierrez,P.A.
  • Hervas-Martinez,a.C.

IEEE Transactions on Knowledge and Data Engineering - 2026

Editor: IEEE Computer Society

10.1109/tkde.2026.3681678 View at source

  • ISSN/ISBN 1558-2191

Ordinal evolutionary artificial neural networks for predicting diabetic nephropathy progression

  • Gómez-Orellana,A.M.
  • Bernardini,M.
  • Ayllón-Gavilán,R.
  • Vargas,V.M.
  • Gutiérrez,P.A.
  • Hervás-Martínez,C.
  • Romeo,L.
... View more Collapse

Applied Soft Computing - 1/07/2026

Editor: Elsevier Ltd

10.1016/j.asoc.2026.115153 View at source

  • ISSN/ISBN 1568-4946

TOC-UCO: a comprehensive repository of tabular ordinal classification datasets

  • Ayllón-Gavilán,R.
  • Guijo-Rubio,D.
  • Gómez-Orellana,A.M.
  • Bérchez-Moreno,F.
  • Vargas,V.M.
  • Gutiérrez,P.A.

Neurocomputing - 1/07/2026

Editor: Elsevier B.V.

10.1016/j.neucom.2026.133528 View at source

  • ISSN/ISBN 1872-8286

Enhancing wind speed prediction in wind farms through ordinal classification

  • Gómez-Orellana,A.M.
  • Vega-Bayo,M.
  • Guijo-Rubio,D.
  • Pérez-Aracil,J.
  • Vargas,V.M.
  • Gutiérrez,P.A.
  • Prieto-Godino,L.
  • Salcedo-Sanz,S.
  • Hervás-Martínez,C.
... View more Collapse

Energy and AI - 1/12/2025

Editor: Elsevier B.V.

10.1016/j.egyai.2025.100596 View at source

  • ISSN/ISBN 2666-5468

Simultaneous multi-step wind speed prediction on multiple farms using multi-task deep learning

  • Ayllón-Gavilán,R.
  • Manuel Gómez-Orellana,A.
  • Manuel Vargas,V.
  • Guijo-Rubio,D.
  • Pérez-Aracil,J.
  • Salcedo-Sanz,S.
  • Antonio Gutiérrez,P.
  • Hervás-Martínez,C.
... View more Collapse

Integrated Computer-Aided Engineering (p. 366-378) - 1/11/2025

Editor: SAGE Publications Ltd

10.1177/10692509251337224 View at source

  • ISSN/ISBN 1875-8835

Fuzzy-based ensemble methodology for accurate long-term prediction and interpretation of extreme significant wave height events

  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Gómez-Orellana, A.M.
  • Guijo-Rubio, D.
  • Vargas, V.M.
  • Gutiérrez, P.A.
  • Hervás-Martínez, C.
  • Salcedo-Sanz, S.
... View more Collapse

Applied Ocean Research - 1/1/2024

Editor: Elsevier Ltd

10.1016/j.apor.2024.104273 View at source

  • ISSN 01411187
  • ISSN/ISBN 0141-1187

EBANO: A novel Ensemble BAsed on uNimodal Ordinal classifiers for the prediction of significant wave height

  • Vargas, V.M.
  • Gómez-Orellana, A.M.
  • Gutiérrez, P.A.
  • Hervás-Martínez, C.
  • Guijo-Rubio, D.

Knowledge-Based Systems - 27/09/2024

Editor: Elsevier B.V.

10.1016/j.knosys.2024.112223 View at source

  • ISSN/ISBN 0950-7051

ORFEO: Ordinal classifier and Regressor Fusion for Estimating an Ordinal categorical target

  • Gómez-Orellana, A.M.
  • Guijo-Rubio, D.
  • Gutiérrez, P.A.
  • Hervás-Martínez, C.
  • Vargas, V.M.

Engineering Applications of Artificial Intelligence - 1/07/2024

Editor: Elsevier Ltd

10.1016/j.engappai.2024.108462 View at source

  • ISSN/ISBN 0952-1976

This researcher has no books.

This researcher has no book chapters.

Age Estimation Using Soft Labelling Ordinal Classification Approaches

  • Vargas, V.M.
  • Gómez-Orellana, A.M.
  • Guijo-Rubio, D.
  • Bérchez-Moreno, F.
  • Gutiérrez, P.A.
  • Hervás-Martínez, C.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 40-49) - 2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-62799-6_5 View at source

  • ISSN/ISBN 1611-3349

Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Guijo-Rubio, D.
  • Pérez-Aracil, J.
  • Gutiérrez, P.A.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
... View more Collapse

Lecture Notes In Computer Science (p. 293-302) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_27 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Energy Flux Prediction Using an Ordinal Soft Labelling Strategy

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Gutiérrez, P.A.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
  • Guijo-Rubio, D.
... View more Collapse

Lecture Notes In Computer Science (p. 283-292) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_26 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 5/28/26 2:25 PM