Juan Gómez-Sanchís

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 12

Top Topics

Dimensionality Reduction

Extreme Learning Machine

Recurrent Neural Networks

Multilabel Classification

Top Venues

Expert Syst. Appl.

Artif. Intell. Medicine

Publications

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)
Fernando Mateo, Juan José Garcés-Iniesta, Berthold Jenninger, Juan Gómez-Sanchís, Emilio Soria-Olivas, Paolo Chiggiato
Automatic mass spectra recognition for Ultra High Vacuum systems using multilabel classification. Expert Syst. Appl. 178 (2021)
Antonio Fazari, Oscar J. Pellicer-Valero, Juan Gómez-Sanchís, Bruno Bernardi, Sergio Cubero, Souraya Benalia, Giuseppe Zimbalatti, José Blasco
Application of deep convolutional neural networks for the detection of anthracnose in olives using VIS/NIR hyperspectral images. Comput. Electron. Agric. 187 (2021)
Alberto Urueña-López, Fernando Mateo, Julio Navío-Marco, José María Martínez-Martínez, Juan Gómez-Sanchís, Joan Vila-Francés, Antonio José Serrano-López
Analysis of computer user behavior, security incidents and fraud using Self-Organizing Maps. Comput. Secur. 83 (2019)
Francisco Grimaldo, Emilia López-Iñesta, Juan José Garcés-Iniesta, Juan Gómez-Sanchís, Daniel García-Costa, Eusebio Marqués-Benítez, Emilio Soria-Olivas
Tweet Sentiment Visualization and Classification Using Manifold Dimensionality Reduction. CCIA (2018)
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)
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. CoRR (2015)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
Least-squares temporal difference learning based on an extreme learning machine. Neurocomputing 141 (2014)
Pablo Escandell-Montero, Milena Chermisi, José María Martínez-Martínez, Juan Gómez-Sanchís, Carlo Barbieri, Emilio Soria-Olivas, Flavio Mari, Joan Vila-Francés, Andrea Stopper, Emanuele Gatti, José David Martín-Guerrero
Optimization of anemia treatment in hemodialysis patients via reinforcement learning. Artif. Intell. Medicine 62 (1) (2014)
Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís
Least-squares temporal difference learning based on extreme learning machine. ESANN (2013)
Juan Miguel García-Gómez, Juan Gómez-Sanchís, Pablo Escandell-Montero, Elies Fuster-García, Emilio Soria-Olivas
Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors. Comput. Biol. Medicine 43 (11) (2013)
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)
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)
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, Juan Gómez-Sanchís, Joan Vila-Francés
extended visualization method for classification trees. ESANN (2012)
Juan José Carrasco Fernández, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio José Serrano, Antonio Soriano-Asensi, Juan-Francisco Guerrero-Martínez
MATLAB-based educational software for exploratory data analysis (EDA toolkit). Comput. Appl. Eng. Educ. 20 (2) (2012)
Antonio Geraldo-Ferreira, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio J. Serrano-López, Almudena Velázquez-Blazquez, Ernesto López-Baeza
Modelling net radiation at surface using "in situ" netpyrradiometer measurements with artificial neural networks. Expert Syst. Appl. 38 (11) (2011)
José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedito, Juan Gómez-Sanchís
Regularized extreme learning machine for regression problems. Neurocomputing 74 (17) (2011)
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)
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)
Juan Gómez-Sanchís, Gustavo Camps-Valls, Enrique Moltó, Luis Gómez-Chova, Nuria Aleixos, José Blasco
Segmentation of Hyperspectral Images for the Detection of Rotten Mandarins. ICIAR (2008)
José Blasco, Sergio Cubero, Raúl Arias, Juan Gómez-Sanchís, Florentino Juste, Enrique Moltó
Development of a Computer Vision System for the Automatic Quality Grading of Mandarin Segments. IbPRIA (2) (2007)
José David Martín-Guerrero, Alberto Palomares, Emili Balaguer-Ballester, Emilio Soria-Olivas, Juan Gómez-Sanchís, Antonio Soriano-Asensi
Studying the feasibility of a recommender in a citizen web portal based on user modeling and clustering algorithms. Expert Syst. Appl. 30 (2) (2006)
José David Martín-Guerrero, Emili Balaguer-Ballester, Gustavo Camps-Valls, Alberto Palomares, Antonio J. Serrano-López, Juan Gómez-Sanchís, Emilio Soria-Olivas
Machine Learning Methods for One-Session Ahead Prediction of Accesses to Page Categories. AH (2004)