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ORCIDEmilio Soria-Olivas
- > Home > Persons > Emilio Soria-Olivas
Publications
- 2024
[i5]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 abs/2405.11960 (2024)- 2023
- [j63]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: 105863 (2023) - [i4]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 abs/2301.05993 (2023) - 2022
- [j61]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: 116993 (2022) - [i3]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 abs/2204.07786 (2022) - 2021
- [j59]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: 114959 (2021) - [c40]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 - [i2]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 abs/2110.07498 (2021) - 2018
- [c39]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: 227-236 - 2016
- [c37]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 - 2015
- [i1]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 abs/1509.03977 (2015) - 2014
- [j48]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): 47-60 (2014) - [j45]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: 37-45 (2014) - 2013
- [j44]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): 1863-1869 (2013) - [j40]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): 5004-5010 (2013) - [c30]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 - 2012
- [j38]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): 313-320 (2012) - [j37]Juan Gómez-Sanchís, José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, José Blasco:
Detecting rottenness caused by Penicillium genus fungi in citrus fruits using machine learning techniques. Expert Syst. Appl. 39(1): 780-785 (2012) - [j36]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): 8793-8798 (2012) - [c23]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 - 2011
- [j35]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): 14190-14195 (2011) - [j34]José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís:
Regularized extreme learning machine for regression problems. Neurocomputing 74(17): 3716-3721 (2011) - [j32]Emilio Soria-Olivas, Juan Gómez-Sanchís, José David Martín-Guerrero, Joan Vila-Francés, Marcelino Martínez-Sober, José Rafael Magdalena Benedicto, Antonio J. Serrano:
BELM: Bayesian Extreme Learning Machine. IEEE Trans. Neural Networks 22(3): 505-509 (2011) - [c20]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: 304-309 - 2008
- [c14]José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Antonio J. Serrano-López, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís:
Use of Reinforcement Learning in Two Real Applications. EWRL 2008: 191-204 - 2006
- [j19]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): 299-312 (2006) - 2004
- [c9]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: 421-424
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