Juan Carlos Fernández Fernández

universidad de cordoba

18H指数

130论文数

4.1K被引数

收录论文 17

发表时间

dlordinal: A Python package for deep ordinal classification dlordinal: 用于深度顺序分类的Python包

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.

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.

A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks (vol 14, 6961, 2024)

SCIENTIFIC REPORTS

IF3.9

2024-05-14

OAAI

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

A memetic dynamic coral reef optimisation algorithm for simultaneous training, design, and optimisation of artificial neural networks

SCIENTIFIC REPORTS

IF3.9

2024-03-23

OAAI

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

An Evolutionary Artificial Neural Network approach for spatio-temporal wave height time series reconstruction 时空波高时间序列重构的进化人工神经网络方法

APPLIED SOFT COMPUTING

IF6.6

2023-10-01

OAAI

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

New vegetable varieties of Brassica rapa and Brassica napus with modified glucosinolate content obtained by mass selection approach

FRONTIERS IN NUTRITION

IF5.1

2023-07-13

OAAI

Coves, S.; Soengas, P.; Velasco, P.; Fernandez, J. C.; Cartea, M. E.

Multi-objective evolutionary optimization using the relationship between F1 and accuracy metrics in classification tasks

APPLIED INTELLIGENCE

IF3.5

2019-04-13

PREAI

Carlos Fernandez, Juan; Carbonero, Mariano; Antonio Gutierrez, Pedro; Hervas-Martinez, Cesar

Optimal Microgrid Topology Design and Siting of Distributed Generation Sources Using a Multi-Objective Substrate Layer Coral Reefs Optimization Algorithm

SUSTAINABILITY

IF3.3

2018-12-30

OAAI

Jimenez-Fernandez, Silvia; Camacho-Gomez, Carlos; Mallol-Poyato, Ricardo; Fernandez, Juan Carlos; Del Ser, Javier; Portilla-Figueras, Antonio; Salcedo-Sanz, Sancho

Efficient fog prediction with multi-objective evolutionary neural networks

APPLIED SOFT COMPUTING

IF6.6

2018-09-01

PREAI

Duran-Rosal, A. M.; Fernandez, J. C.; Casanova-Mateo, C.; Sanz-Justo, J.; Salcedo-Sanz, S.; Hervas-Martinez, C.

Predicting patient survival after liver transplantation using evolutionary multi-objective artificial neural networks

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2013-05-01

PREAI

Cruz-Ramirez, Manuel; Hervas-Martinez, Cesar; Carlos Fernandez, Juan; Briceno, Javier; de la Mata, Manuel

Multi-objective evolutionary algorithm for donor-recipient decision system in liver transplants

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

IF6

2012-10-01

PREAI

Cruz-Ramirez, Manuel; Hervas-Martinez, Cesar; Carlos Fernandez, Juan; Briceno, Javier; de la Mata, Manuel

Multiobjective evolutionary algorithms to identify highly autocorrelated areas: the case of spatial distribution in financially compromised farms

ANNALS OF OPERATIONS RESEARCH

IF4.5

2011-01-20

PREAI

Garcia-Alonso, Carlos R.; Perez-Naranjo, Leonor M.; Fernandez-Caballero, Juan C.

Memetic Pareto Evolutionary Artificial Neural Networks to determine growth/no-growth in predictive microbiology

APPLIED SOFT COMPUTING

IF6.6

2011-01-01

OAAI

Fernandez, J. C.; Hervas, C.; Martinez-Estudillo, F. J.; Gutierrez, P. A.

Bandwidth Aggregation-Aware Dynamic QoS Negotiation for Real-Time Video Streaming in Next-Generation Wireless Networks

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2009-10-01

PREAI

Fernandez, Juan Carlos; Taleb, Tarik; Guizani, Mohsen; Kato, Nei

Combined projection and kernel basis functions for classification in evolutionary neural networks

NEUROCOMPUTING

IF6.5

2009-08-01

PREAI

Gutierrez, P. A.; Hervas, C.; Carbonero, M.; Fernandez, J. C.

KEEL: a software tool to assess evolutionary algorithms for data mining problems

SOFT COMPUTING

IF2.5

2008-05-22

1.2K

PREAI

Alcala-Fdez, J.; Sanchez, L.; Garcia, S.; del Jesus, M. J.; Ventura, S.; Garrell, J. M.; Otero, J.; Romero, C.; Bacardit, J.; Rivas, V. M.; Fernandez, J. C.; Herrera, F.

Novel identification of peripheral dopaminergic D2 receptor in male germ cells

JOURNAL OF CELLULAR BIOCHEMISTRY

IF2.8

2006-08-21

OAAI

Otth, Carola; Torres, Mauricio; Ramirez, Alfredo; Fernandez, Juan Carlos; Castro, Maite; Rauch, M. Cecilia; Brito, Monica; Yanez, Alejandro J.; Rodriguez-Gil, Joan-Enric; Slebe, Juan Carlos; Concha, Ilona I.

研究方向