Marcelino Martínez-Sober

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 13

Top Topics

Recurrent Neural Networks

Machine Learning

Forecast Models

Top Venues

Comput. Methods Programs Biomed.

Expert Syst. Appl.

Publications

Pablo Rodríguez-Belenguer, José Luis Piñana, Manuel Sánchez-Montañés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López
A machine learning approach to identify groups of patients with hematological malignant disorders. Comput. Methods Programs Biomed. 246 (2024)
Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance. CoRR (2024)
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
Empirical study of the modulus as activation function in computer vision applications. CoRR (2023)
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
Empirical study of the modulus as activation function in computer vision applications. Eng. Appl. Artif. Intell. 120 (2023)
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
Approaching sales forecasting using recurrent neural networks and transformers. Expert Syst. Appl. 201 (2022)
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
Approaching sales forecasting using recurrent neural networks and transformers. CoRR (2022)
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas
End-to-end Keyword Spotting using Xception-1d. CoRR (2021)
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio José Serrano-López, Emilio Soria-Olivas
End-to-end Keyword Spotting using Xception-1d. ESANN (2021)
Carmen Aloy Torás, Petar Mimica, Marcelino Martínez-Sober
Towards Detecting Structures in Computational Astrophysics Plasma Simulations: Using Machine Learning for Shock Front Classification. CCIA (2018)
Delia Lorente, Francisco Martínez-Martínez, María José Rupérez, M. A. Lago, Marcelino Martínez-Sober, Pablo Escandell-Montero, José María Martínez-Martínez, Sandra Martínez-Sanchis, Antonio J. Serrano-López, Carlos Monserrat Aranda, José David Martín-Guerrero
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning. Expert Syst. Appl. 71 (2017)
Francisco Martínez-Martínez, María J. Rupérez-Moreno, Marcelino Martínez-Sober, J. A. Solves Llorens, Delia Lorente, Antonio J. Serrano, Sandra Martínez-Sanchis, Carlos Monserrat Aranda, José David Martín-Guerrero
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time. Comput. Biol. Medicine 90 (2017)
José David Martín-Guerrero, María J. Rupérez-Moreno, Francisco Martínez-Martínez, Delia Lorente-Garrido, Antonio J. Serrano-López, Carlos Monserrat, Sandra Martínez-Sanchis, Marcelino Martínez-Sober
Machine Learning for Modeling the Biomechanical Behavior of Human Soft Tissue. ICDM Workshops (2016)
Fernando Mateo, Emilio Soria-Olivas, Marcelino Martínez-Sober, Maria Tellez-Plaza, Juan Gómez-Sanchís, Josep Redon
Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data. ESANN (2016)
José María Martínez-Martínez, Pablo Escandell-Montero, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Marcelino Martínez-Sober, Claudia Amato, Antonio J. Serrano-López, Marcello Bassi, José Rafael Magdalena Benedito, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques. Comput. Methods Programs Biomed. 117 (2) (2014)
Joan Vila-Francés, Juan Gómez-Sanchís, Emilio Soria-Olivas, Antonio José Serrano, Marcelino Martínez-Sober, Clara Bonanad, Silvia Ventura
Expert system for predicting unstable angina based on Bayesian networks. Expert Syst. Appl. 40 (12) (2013)
José Ferrer-Buedo, Marcelino Martínez-Sober, Yasser Alakhdar-Mohmara, Emilio Soria-Olivas, Josep-Carles Benítez-Martínez, José María Martínez-Martínez
Matlab-based interface for the simultaneous acquisition of force measures and Doppler ultrasound muscular images. Comput. Methods Programs Biomed. 110 (1) (2013)
Juan Gómez-Sanchís, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, José Rafael Magdalena Benedito, José Blasco
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques. Expert Syst. Appl. 39 (1) (2012)
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Josep Guimerá-Tomás, Marcelino Martínez-Sober, Antonio J. Serrano-López
Regularized Committee of Extreme Learning Machine for Regression Problems. ESANN (2012)
José David Martín-Guerrero, Daniele Marcelli, Emilio Soria-Olivas, Flavio Mari, José María Martínez-Martínez, Isabel Soley Bech, Marcelino Martínez-Sober, Laura Scatizzi, Juan Gómez-Sanchís, Andrea Stopper, Antonio J. Serrano-López, Emanuele Gatti
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients. Expert Syst. Appl. 39 (10) (2012)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Juan Gómez-Sanchís
Sectors on sectors (SonS): A new hierarchical clustering visualization tool. CIDM (2011)
Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedito, Antonio J. Serrano
BELM: Bayesian Extreme Learning Machine. IEEE Trans. Neural Networks 22 (3) (2011)
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Amparo Ayuso-Moya
Description and evaluation of an introductory course to Matlab for a heterogeneous group of university students. Comput. Appl. Eng. Educ. 18 (4) (2010)
Rafael Magdalena, Carlos Fernández, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, M. J. Navarro, C. Mata
Qualitative analysis of goat and sheep production data using self-organizing maps. Expert Syst. J. Knowl. Eng. 26 (2) (2009)
Emilio Soria-Olivas, José David Martín-Guerrero, Juan Caravaca, Antonio J. Serrano, Marcelino Martínez-Sober, Rafael Magdalena, Juan Gómez, Magdalena Heras, Gines Sanz
Survival prediction in patients undergoing ischemic cardiopathy. IJCNN (2009)
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedito, Juan Gómez-Sanchís
Use of Reinforcement Learning in Two Real Applications. EWRL (2008)
Rafael Magdalena, Antonio J. Serrano, José David Martín-Guerrero, Alfredo Rosado, Marcelino Martínez-Sober
A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements. IEEE Trans. Educ. 51 (4) (2008)
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez
Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin. Australian Conference on Artificial Intelligence (2007)
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Alfredo Rosado, Javier Calpe
A Family of Adaptive Algorithms Robust to Impulsive Noise. DSP (2007)
Gustavo Camps-Valls, Marcelino Martínez-Sober, Emilio Soria-Olivas, José Rafael Magdalena Benedito, Javier Calpe-Maravilla, Juan Guerrero-Martínez
Foetal ECG recovery using dynamic neural networks. Artif. Intell. Medicine 31 (3) (2004)
Emilio Soria-Olivas, Javier Calpe-Maravilla, Jonathon A. Chambers, Marcelino Martínez-Sober, Gustavo Camps-Valls, José David Martín-Guerrero
A novel approach to introducing adaptive filters based on the LMS algorithm and its variants. IEEE Trans. Educ. 47 (1) (2004)