David Guijo-Rubio - Publications, H-index & Citations

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David Guijo-Rubio

universidad de cordoba

13H-index

73Paper Count

621Citation Count

Published Papers 21

Publication Date

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

Neurocomputing

IF6.5

2026-04-02

OAAI

Rafael Ayllón-Gavilán; David Guijo-Rubio; Antonio Manuel Gómez-Orellana; Francisco Bérchez-Moreno; Víctor Manuel Vargas; Pedro A. Gutiérrez

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Hybrid Dropout for Deep Ordinal Classification

ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I

IF0

2026-01-01

PREAI

Berchez-Moreno, Francisco; Moreno-Cano, Francisco; Guijo-Rubio, David; Vargas, Victor M.; Gutierrez, Pedro A.; Hervas-Martinez, Cesar

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Knee Osteoarthritis Severity Grading Using Soft Labelling and Ordinal Classification

ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2025, PT I

IF0

2026-01-01

PREAI

Berchez-Moreno, Francisco; Vargas, Victor M.; Gomez-Orellana, Antonio M.; Guijo-Rubio, David; Romeo, Luca; Conti, Edoardo; Gutierrez, Pedro A.; Hervas-Martinez, Cesar

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Artificial Intelligence-Based Methods and Algorithms in Fog and Atmospheric Low-Visibility Forecasting

ATMOSPHERE

IF2.3

2025-09-11

OAAI

Salcedo-Sanz, Sancho; Guijo-Rubio, David; Perez-Aracil, Jorge; Pelaez-Rodriguez, Cesar; Gomez-Orellana, Antonio Manuel; Gutierrez-Pena, Pedro Antonio

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Enhancing wind speed prediction in wind farms through ordinal classification

Energy and AI

IF9.6

2025-08-25

OAAI

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

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Splitting criteria for ordinal decision trees: An experimental study

Pattern Recognition

IF7.6

2025-08-13

OAAI

Rafael Ayllón-Gavilán; Francisco José Martínez-Estudillo; David Guijo-Rubio; César Hervás-Martínez; Pedro Antonio Gutiérrez

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

INTEGRATED COMPUTER-AIDED ENGINEERING

IF5.3

2025-05-15

PREAI

Rafael Ayllón-Gavilán; Antonio Manuel Gómez-Orellana; Víctor Manuel Vargas; David Guijo-Rubio; Jorge Pérez-Aracil; Sancho Salcedo-Sanz; Pedro Antonio Gutiérrez; César Hervás-Martínez

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dlordinal: A Python package for deep ordinal classification

NEUROCOMPUTING

IF6.5

2025-03-01

PREAI

Berchez-Moreno, Francisco; Ayllon-Gavilan, Rafael; Vargas, Victor M.; Guijo-Rubio, David; Hervas-Martinez, Cesar; Fernandez, Juan C.; Gutierrez, Pedro A.

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Convolutional-and Deep Learning-Based Techniques for Time Series Ordinal Classification

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2025-02-01

OAAI

Ayllon-Gavilan, Rafael; Guijo-Rubio, David; Gutierrez, Pedro Antonio; Bagnall, Anthony; Hervas-Martinez, Cesar

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Gender-Equity Model for Liver Allocation Using Artificial Intelligence (GEMA-AI) for Waiting List Liver Transplant Prioritization

Clinical Gastroenterology and Hepatology

IF12

2025-01-21

OAAI

Antonio Manuel Gómez-Orellana; Manuel Luis Rodríguez-Perálvarez; David Guijo-Rubio; Pedro Antonio Gutiérrez; Avik Majumdar; Geoffrey W. McCaughan; Rhiannon Taylor; Emmanuel A. Tsochatzis; César Hervás-Martínez

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

APPLIED OCEAN RESEARCH

IF4.4

2024-12-01

OAAI

Pelaez-Rodriguez, C.; Perez-Aracil, J.; Gomez-Orellana, A. M.; Guijo-Rubio, D.; Vargas, V. M.; Gutierrez, P. A.; Hervas-Martinez, C.; Salcedo-Sanz, S.

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

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-09-01

OAAI

Vargas, Victor M.; Gomez-Orellana, Antonio M.; Gutierrez, Pedro A.; Hervas-Martinez, Cesar; Guijo-Rubio, David

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GEMA-Na and MELD 3.0 severity scores to address sex disparities for accessing liver transplantation: a nationwide retrospective cohort study

ECLINICALMEDICINE

IF10

2024-08-01

OAAI

Rodriguez-Peralvarez, Manuel Luis; de la Rosa, Gloria; Gomez-Orellana, Antonio Manuel; Aguilera, Maria Victoria; Vicente, Teresa Pascual; Pereira, Sheila; Ortiz, Maria Luisa; Pagano, Giulia; Suarez, Francisco; Grande, Rocio Gonzalez; Cachero, Alba; Tome, Santiago; Barreales, Monica; Mateos, Rosa Martin; Pascual, Sonia; Romero, Mario; Bilbao, Itxarone; Martin, Carmen Alonso; Oton, Elena; Dieguez, Luisa Gonzalez; Espinosa, Maria Dolores; Milla, Ana Arias; Fernandez, Gerardo Blanco; Lorente, Sara; Lavin, Antonio Cuadrado; Garcia, Amaya Redin; Cano, Clara Sanchez; Cepeda-Franco, Carmen; Pons, Jose Antonio; Colmenero, Jordi; Guijo-Rubio, David; Otero, Alejandra; Navarrete, Alberto Amador; Moreno, Sarai Romero; Soler, Maria Rodriguez; Martinez, Cesar Hervas; Gastaca, Mikel

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An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction

APPLIED SOFT COMPUTING

IF6.6

2023-10-01

OAAI

Guijo-Rubio, David; Duran-Rosal, Antonio M.; Gomez-Orellana, Antonio M.; Fernandez, Juan C.

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Cluster analysis and forecasting of viruses incidence growth curves: Application to SARS-CoV-2

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-09-01

OAAI

Diaz-Lozano, Miguel; Guijo-Rubio, David; Gutierrez, Pedro Antonio; Hervas-Martinez, Cesar

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Development and validation of the Gender-Equity Model for Liver Allocation (GEMA) to prioritise candidates for liver transplantation: a cohort study

LANCET GASTROENTEROLOGY & HEPATOLOGY

IF38.6

2023-03-01

OAAI

Rodriguez-Peralvarez, Manuel Luis; Gomez-Orellana, Antonio Manuel; Majumdar, Avik; Bailey, Michael; McCaughan, Geoffrey W.; Gow, Paul; Guerrero, Marta; Taylor, Rhiannon; Guijo-Rubio, David; Hervas-Martinez, Cesar; Tsochatzis, Emmanuel A.

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COVID-19 contagion forecasting framework based on curve decomposition and evolutionary artificial neural networks: A case study in Andalusia, Spain

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-11-01

OAAI

Diaz-Lozano, Miguel; Guijo-Rubio, David; Gutierrez, Pedro Antonio; Gomez-Orellana, Antonio Manuel; Tunez, Isaac; Ortigosa-Moreno, Luis; Romanos-Rodriguez, Armando; Padillo-Ruiz, Javier; Hervas-Martinez, Cesar

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Simultaneous short-term significant wave height and energy flux prediction using zonal multi-task evolutionary artificial neural networks

RENEWABLE ENERGY

IF9.1

2022-01-01

OAAI

Gomez-Orellana, A. M.; Guijo-Rubio, D.; Gutierrez, P. A.; Hervas-Martinez, C.

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Time-Series Clustering Based on the Characterization of Segment Typologies

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2021-11-01

PREAI

Guijo-Rubio, David; Manuel Duran-Rosal, Antonio; Antonio Gutierrez, Pedro; Troncoso, Alicia; Hervas-Martinez, Cesar

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Evolutionary artificial neural networks for accurate solar radiation prediction

ENERGY

IF9.4

2020-11-01

PREAI

Guijo-Rubio, D.; Duran-Rosal, A. M.; Gutierrez, P. A.; Gomez-Orellana, A. M.; Casanova-Mateo, C.; Sanz-Justo, J.; Salcedo-Sanz, S.; Hervas-Martinez, C.

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Research Directions