Fermín Segovia - Department of Signal Theory, Networking and Communications, University of Granada

基本信息

Career Trajectory

Bio

Fermín Segovia received the B.Sc. degree in computer science, the master’s degree in computer engineering and networks, and the Ph.D. degree from the University of Granada (UGR), Spain, in 2006, 2009, and 2011, respectively. From 2012 to 2014, he developed his research activity with the Cyclotron Research Center, University of Liège, Belgium, and involved in the applications of multiple kernel learning approaches to neuroimaging data. Since 2015, he has been with the Department of Signal Theory, Telematics and Communications, UGR. His main research interests include neuroimage processing and biomedical applications.

Research Interests

Papers共 149 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

Is K-fold Cross Validation the Best Model Selection Method for Machine Learning

Juan M Gorriz,F Segovia, J Ramirez,A Ortiz,J. Suckling

arXiv (Cornell University) (2024)

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Assessing the Use of Transfer Learning in Neural Networks Used to Assist in the Diagnosis of Alzheimer’s Disease

D. Muñoz-Sánchez, J. M. Górriz, J. Ramírez,F. J. Martinez-Murcia,F. Segovia

2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD)pp.1-2, (2024)

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Bridging Imaging and Clinical Scores in Parkinson's Progression Via Multimodal Self-Supervised Deep Learning

Francisco J. Martinez-Murcia,Juan Eloy Arco,Carmen Jimenez-Mesa,Fermin Segovia,Ignacio A. Illan,Javier Ramirez,Juan Manuel Gorriz

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS（2024）

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RESISTO Project: Safeguarding the Power Grid from Meteorological Phenomena

Jacob Rodríguez-Rivero,David López-García,Fermín Segovia,Javier Ramírez, Juan Manuel Górriz, Raúl Serrano, David Pérez,Iván Maza,Aníbal Ollero,Pol Paradell Solà, Albert Gili Selga,José Luis Domínguez-García, A. Romero,A. Berro, Rocío Domínguez, Inmaculada Prieto

Bioinspired Systems for Translational Applications From Robotics to Social Engineering 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, Olhâo, Portugal, June 4–7, 2024, Proceedings, Part IIpp.246-261, (2024)

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PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models

R. Lopez,F. J. Martinez-Murcia,J. Ramirez,T. Martin-Noguerol, F. Paulano-Godino, A. Luna,J. M. Gorriz,F. Segovia

ARTIFICIAL INTELLIGENCE FOR NEUROSCIENCE AND EMOTIONAL SYSTEMS, PT I, IWINAC 2024 (2024): 182-190

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Statistical Agnostic Regression: a Machine Learning Method to Validate Regression Models

Juan M Gorriz, J. Ramirez,F. Segovia, F. J. Martinez-Murcia,C. Jiménez-Mesa,J. Suckling

arXiv (Cornell University)（2024）

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Automatic Segmentation of Gray and White Matter Lesions in Multiple Sclerosis Patients Using Isolines

F. Segovia,D. Castillo-Barnes, J. M. Barrios-López, A. Piñero-Donis, M. C. Pérez-García,D. Salas-Gonzalez, J. Ramírez, J. M. Górriz, J. P. Martínez-Barbero, P. M. Casa-Nova,M. Gómez-Río,E. Triviño-Ibáñez

2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD)pp.1-2, (2024)

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RESISTO Project: Automatic Detection of Operation Temperature Anomalies for Power Electric Transformers Using Thermal Imaging

David Lopez-Garcia,Fermin Segovia,Jacob Rodriguez-Rivero,Javier Ramirez, David Perez, Raul Serrano,Juan Manuel Gorriz

BIOINSPIRED SYSTEMS FOR TRANSLATIONAL APPLICATIONS FROM ROBOTICS TO SOCIAL ENGINEERING, PT II, IWINAC 2024 (2024): 225-245

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Statistical Significance Maps Based on Machine Learning. on the Use of Data-Dependent Upper Bounds

F. Segovia,J. Ramírez,J. M. Górriz

2023 8th International Conference on Information and Network Technologies (ICINT)pp.7-12, (2023)

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Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends

J. M. Gorriz, I. Avarez-Illan, A. Avarez-Marquina,J. E. Arco, M. Atzmueller, F. Ballarini,E. Barakova,G. Bologna,P. Bonomini, G. Castellanos-Dominguez,D. Castillo-Barnes, S. B. Cho,R. Contreras,J. M. Cuadra, E. Dominguez,F. Dominguez-Mateos,R. J. Duro,D. Elizondo,A. Fernandez-Caballero,E. Fernandez-Jover,M. A. Formoso,N. J. Gallego-Molina, J. Gamazo, J. Garcia Gonzalez,J. Garcia-Rodriguez, C. Garre,J. Garrigos,A. Gomez-Rodellar,P. Gomez-Vilda,M. Grana, B. Guerrero-Rodriguez,S. C. F. Hendrikse,C. Jimenez-Mesa, M. Jodra-Chuan,V. Julian, G. Kotz,K. Kutt, M. Leming,J. de Lope,B. Macas, V. Marrero-Aguiar,J. J. Martinez, F. J. Martinez-Murcia,R. Martinez-Tomas,J. Mekyska,G. J. Nalepa,P. Novais, D. Orellana,A. Ortiz,D. Palacios-Alonso,J. Palma, A. Pereira, P. Pinacho-Davidson, M. A. Pinninghoff, M. Ponticorvo,A. Psarrou,J. Ramirez,M. Rincon,V. Rodellar-Biarge, I. Rodriguez-Rodriguez,P. H. M. P. Roelofsma, J. Santos,D. Salas-Gonzalez, P. Salcedo-Lagos,F. Segovia,A. Shoeibi, M. Silva,D. Simic,J. Suckling,J. Treur,A. Tsanas, R. Varela, S. H. Wang,W. Wang,Y. D. Zhang,H. Zhu, Z. Zhu,J. M. Ferrandez-Vicente

Information fusion (2023): 101945-101945

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