Marcelino Martínez-Sober

33 papers B 4C 1Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Machine learning for non-destructive nutrient diagnosis in citrus: comparing spectral analysis and hyperspectral imaging with CNNs.
Expert Syst. Appl.
Ivan Blanco-Alvarez, Paula Peris-Costa, Marcelino Martínez-Sober, Ana Quiñones, Juan Gómez-Sanchís, José Blasco
2025 J jnl
Artificial Neural Networks in Agriculture, the core of artificial intelligence: What, When, and Why.
Comput. Electron. Agric.
Salvador Castillo-Girones, Sandra Munera, Marcelino Martínez-Sober, José Blasco, Sergio Cubero, Juan Gómez-Sanchís
2024 J jnl
A machine learning approach to identify groups of patients with hematological malignant disorders.
Comput. Methods Programs Biomed.
Pablo Rodríguez-Belenguer, José Luis Piñana, Manuel Sánchez-Montañés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López
2024 J jnl
Dynamic classifier auditing by unsupervised anomaly detection methods: an application in packaging industry predictive maintenance.
CoRR
Fernando Mateo, Joan Vila-Francés, Emilio Soria-Olivas, Marcelino Martínez-Sober, Juan Gómez-Sanchís, Antonio José Serrano-López
2023 J jnl
Empirical study of the modulus as activation function in computer vision applications.
CoRR
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
2023 J jnl
Empirical study of the modulus as activation function in computer vision applications.
Eng. Appl. Artif. Intell.
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Joan Vila-Francés, Juan Gómez-Sanchís
2022 J jnl
Approaching sales forecasting using recurrent neural networks and transformers.
CoRR
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
2022 J jnl
Approaching sales forecasting using recurrent neural networks and transformers.
Expert Syst. Appl.
Iván Vallés-Pérez, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, Juan Gómez-Sanchís, Fernando Mateo
2021 B conf
End-to-end Keyword Spotting using Xception-1d.
ESANN
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio José Serrano-López, Emilio Soria-Olivas
2021 J jnl
End-to-end Keyword Spotting using Xception-1d.
CoRR
Iván Vallés-Pérez, Juan Gómez-Sanchís, Marcelino Martínez-Sober, Joan Vila-Francés, Antonio J. Serrano-López, Emilio Soria-Olivas
2018 — conf
Towards Detecting Structures in Computational Astrophysics Plasma Simulations: Using Machine Learning for Shock Front Classification.
CCIA
Carmen Aloy Torás, Petar Mimica, Marcelino Martínez-Sober
2017 J jnl
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time.
Comput. Biol. Medicine
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
2017 J jnl
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning.
Expert Syst. Appl.
Delia Lorente, Francisco Martínez-Martínez, María José Rupérez, Miguel 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
2016 — conf
Machine Learning for Modeling the Biomechanical Behavior of Human Soft Tissue.
ICDM Workshops
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
2016 B conf
Multi-step strategy for mortality assessment in cardiovascular risk patients with imbalanced data.
ESANN
Fernando Mateo, Emilio Soria-Olivas, Marcelino Martínez-Sober, Maria Tellez-Plaza, Juan Gómez-Sanchís, Josep Redon
2014 J jnl
Prediction of the hemoglobin level in hemodialysis patients using machine learning techniques.
Comput. Methods Programs Biomed.
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 Benedicto, Andrea Stopper, José David Martín-Guerrero, Emanuele Gatti
2013 J jnl
Expert system for predicting unstable angina based on Bayesian networks.
Expert Syst. Appl.
Joan Vila-Francés, Juan Gómez-Sanchís, Emilio Soria-Olivas, Antonio José Serrano, Marcelino Martínez-Sober, Clara Bonanad, Silvia Ventura
2013 J jnl
Matlab-based interface for the simultaneous acquisition of force measures and Doppler ultrasound muscular images.
Comput. Methods Programs Biomed.
José Ferrer-Buedo, Marcelino Martínez-Sober, Yasser Alakhdar-Mohmara, Emilio Soria-Olivas, Josep-Carles Benítez-Martínez, José María Martínez-Martínez
2012 J jnl
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques.
Expert Syst. Appl.
Juan Gómez-Sanchís, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, José Blasco
2012 B conf
Regularized Committee of Extreme Learning Machine for Regression Problems.
ESANN
Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas, Josep Guimerá-Tomás, Marcelino Martínez-Sober, Antonio J. Serrano-López
2012 J jnl
Self-Organising Maps: A new way to screen the level of satisfaction of dialysis patients.
Expert Syst. Appl.
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
2011 J jnl
BELM: Bayesian Extreme Learning Machine.
IEEE Trans. Neural Networks
Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, Antonio J. Serrano
2011 C conf
Sectors on sectors (SonS): A new hierarchical clustering visualization tool.
CIDM
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Juan Gómez-Sanchís
2010 J jnl
Description and evaluation of an introductory course to Matlab for a heterogeneous group of university students.
Comput. Appl. Eng. Educ.
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Amparo Ayuso-Moya
2009 J jnl
Qualitative analysis of goat and sheep production data using self-organizing maps.
Expert Syst. J. Knowl. Eng.
Rafael Magdalena, Carlos Fernández, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, M. J. Navarro, Christian Mata
2009 B conf
Survival prediction in patients undergoing ischemic cardiopathy.
IJCNN
Emilio Soria-Olivas, José David Martín-Guerrero, Juan Caravaca, Antonio J. Serrano, Marcelino Martínez-Sober, Rafael Magdalena, Juan Gómez, Magdalena Heras, Gines Sanz
2008 J jnl
A Teaching Laboratory in Analog Electronics: Changes to Address the Bologna Requirements.
IEEE Trans. Educ.
Rafael Magdalena, Antonio J. Serrano, José David Martín-Guerrero, Alfredo Rosado, Marcelino Martínez-Sober
2008 — conf
Use of Reinforcement Learning in Two Real Applications.
EWRL
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís
2007 — conf
A Family of Adaptive Algorithms Robust to Impulsive Noise.
DSP
Emilio Soria-Olivas, José David Martín-Guerrero, Marcelino Martínez-Sober, Alfredo Rosado, Javier Calpe
2007 — conf
Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin.
Australian Conference on Artificial Intelligence
José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez
2004 J jnl
A novel approach to introducing adaptive filters based on the LMS algorithm and its variants.
IEEE Trans. Educ.
Emilio Soria-Olivas, Javier Calpe-Maravilla, Jonathon A. Chambers, Marcelino Martínez-Sober, Gustavo Camps-Valls, José David Martín-Guerrero
2004 J jnl
Foetal ECG recovery using dynamic neural networks.
Artif. Intell. Medicine
Gustavo Camps-Valls, Marcelino Martínez-Sober, Emilio Soria-Olivas, José Rafael Magdalena Benedicto, Javier Calpe-Maravilla, Juan Guerrero-Martínez
1998 J jnl
Application of adaptive signal processing for determining the limits of P and T waves in an ECG.
IEEE Trans. Biomed. Eng.
Emilio Soria-Olivas, Marcelino Martínez-Sober, Javier Calpe-Maravilla, Juan-Francisco Guerrero-Martínez, Javier Chorro-Gascó, José Espí-López