César Hervás‐Martínez - Publications, H-index & Citations

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César Hervás‐Martínez

universidad de cordoba

45H-index

365Paper Count

8.0KCitation Count

Published Papers 121

Publication Date

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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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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Learning Ordinal-Hierarchical Constraints for Deep Learning Classifiers

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-03-01

OAAI

Rosati, Riccardo; Romeo, Luca; Vargas, Victor Manuel; Gutierrez, Pedro Antonio; Frontoni, Emanuele; Hervas-Martinez, Cesar

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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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CNN explanation methods for ordinal regression tasks

NEUROCOMPUTING

IF6.5

2025-01-01

OAAI

Barbero-Gomez, Javier; Cruz, Ricardo P. M.; Cardoso, Jaime S.; Gutierrez, Pedro A.; Hervas-Martinez, Cesar

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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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Efficacy of systemic Chemotherapy on high-risk stage II and III Mucnious colon cancer. CHEMUCCA study part I

EJSO

IF2.9

2024-11-01

PREAI

Trinidad-Gutierrez, Irene; Vazquez-Borrego, Mari C.; Aguilera-Fernandez, Eva; Velez-Castano, Juan E.; Muriel-Lopez, Carlos E.; Rodriguez-Ortiz, Lidia; Gomez, Antonio; Berchez-Moreno, Francisco; Hervas, Cesar; Romero-Ruiz, Antonio; Arjona-Sanchez, Alvaro

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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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Fusion of standard and ordinal dropout techniques to regularise deep models

INFORMATION FUSION

IF15.5

2024-06-01

OAAI

Berchez-Moreno, Francisco; Fernandez, Juan C.; Hervas-Martinez, Cesar; Gutierrez, Pedro A.

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Deep Ordinal Classification in Forest Areas Using Light Detection and Ranging Point Clouds

SENSORS

IF3.5

2024-03-28

OAAI

Morales-Martin, Alejandro; Mesas-Carrascosa, Francisco-Javier; Gutierrez, Pedro Antonio; Perez-Porras, Fernando-Juan; Vargas, Victor Manuel; Hervas-Martinez, Cesar

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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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Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment

APPLIED SOFT COMPUTING

IF6.6

2023-05-01

OAAI

Vargas, Victor Manuel; Gutierrez, Pedro Antonio; Rosati, Riccardo; Romeo, Luca; Frontoni, Emanuele; Hervas-Martinez, Cesar

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Soft labelling based on triangular distributions for ordinal classification

INFORMATION FUSION

IF15.5

2023-05-01

OAAI

Vargas, Victor Manuel; Gutierrez, Pedro Antonio; Barbero-Gomez, Javier; Hervas-Martinez, Cesar

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Activation Functions for Convolutional Neural Networks: Proposals and Experimental Study

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-03-01

PREAI

Vargas, Victor Manuel; Gutierrez, Pedro Antonio; Barbero-Gomez, Javier; 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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Research Directions