Instance selection of linear complexity for big data
Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Rodríguez, Juan J., García-Osorio, César
Published in Knowledge-based systems (01.09.2016)
Published in Knowledge-based systems (01.09.2016)
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Journal Article
Random Balance ensembles for multiclass imbalance learning
Rodríguez, Juan J., Díez-Pastor, José-Francisco, Arnaiz-González, Álvar, Kuncheva, Ludmila I.
Published in Knowledge-based systems (06.04.2020)
Published in Knowledge-based systems (06.04.2020)
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Journal Article
Machine learning algorithms applied to Raman spectra for the identification of variscite originating from the mining complex of Gavà
Díez‐Pastor, José Francisco, Jorge‐Villar, Susana Esther, Arnaiz‐González, Álvar, García‐Osorio, César Ignacio, Díaz‐Acha, Yael, Campeny, Marc, Bosch, Josep, Melgarejo, Joan Carles
Published in Journal of Raman spectroscopy (01.09.2020)
Published in Journal of Raman spectroscopy (01.09.2020)
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Journal Article
Local sets for multi-label instance selection
Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Rodríguez, Juan J, García-Osorio, César
Published in Applied soft computing (01.07.2018)
Published in Applied soft computing (01.07.2018)
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Journal Article
Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning
Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Rodríguez, Juan J., García-Osorio, César
Published in Expert systems with applications (01.11.2018)
Published in Expert systems with applications (01.11.2018)
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Journal Article
Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools
Sáiz Manzanares, María Consuelo, Marticorena Sánchez, Raúl, Arnaiz González, Álvar, Díez Pastor, José Francisco, García Osorio, César I.
Published in Journal of visualized experiments (20.06.2020)
Published in Journal of visualized experiments (20.06.2020)
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Journal Article
Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations
Bustillo, Andres, Díez-Pastor, José-Francisco, Quintana, Guillem, García-Osorio, César
Published in International journal of advanced manufacturing technology (01.11.2011)
Published in International journal of advanced manufacturing technology (01.11.2011)
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Journal Article
Tree ensemble construction using a GRASP-based heuristic and annealed randomness
Díez-Pastor, José-Francisco, García-Osorio, César, Rodríguez, Juan J.
Published in Information fusion (01.11.2014)
Published in Information fusion (01.11.2014)
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Journal Article
Experimental Assessment of Feature Extraction Techniques Applied to the Identification of Properties of Common Objects, Using a Radar System
Díez-Pastor, José Francisco, Latorre-Carmona, Pedro, Garrido-Labrador, José Luis, Ramírez-Sanz, José Miguel, Rodríguez, Juan J.
Published in Applied sciences (01.08.2021)
Published in Applied sciences (01.08.2021)
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Journal Article
A Low-Cost System Using a Big-Data Deep-Learning Framework for Assessing Physical Telerehabilitation: A Proof-of-Concept
Ramírez-Sanz, José Miguel, Garrido-Labrador, José Luis, Olivares-Gil, Alicia, García-Bustillo, Álvaro, Arnaiz-González, Álvar, Díez-Pastor, José-Francisco, Jahouh, Maha, González-Santos, Josefa, González-Bernal, Jerónimo J, Allende-Río, Marta, Valiñas-Sieiro, Florita, Trejo-Gabriel-Galan, Jose M, Cubo, Esther
Published in Healthcare (Basel) (09.02.2023)
Published in Healthcare (Basel) (09.02.2023)
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Journal Article
Decision Trees for the prediction of environmental and agronomic effects of the use of Compost of Sewage Slugde (CSS)
Perez-Alonso, Daniel, Peña-Tejedor, Susana, Navarro, Milagros, Rad, Carlos, Arnaiz-González, Álvar, Díez-Pastor, José-Francisco
Published in Sustainable production and consumption (01.10.2017)
Published in Sustainable production and consumption (01.10.2017)
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Journal Article
Towards automatic phytolith classification using feature extraction and combination strategies
Díez-Pastor, José-Francisco, Latorre-Carmona, Pedro, Arnaiz-González, Álvar, Canepa-Oneto, Antonio, Ruiz-Pérez, Javier, Zurro, Débora
Published in Progress in artificial intelligence (01.09.2024)
Published in Progress in artificial intelligence (01.09.2024)
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Journal Article
Differential efficacy of the resources used in B-learning environments
Sáiz Manzanares, María C, García-Osorio, César I, Díez-Pastor, José Fco
Published in Psicothema (01.05.2019)
Published in Psicothema (01.05.2019)
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Journal Article
Improve teaching with modalities and collaborative groups in an LMS: an analysis of monitoring using visualisation techniques
Sáiz-Manzanares, María Consuelo, Marticorena-Sánchez, Raúl, Rodríguez-Díez, Juan José, Rodríguez-Arribas, Sandra, Díez-Pastor, José Francisco, Ji, Yi Peng
Published in Journal of computing in higher education (01.12.2021)
Published in Journal of computing in higher education (01.12.2021)
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Journal Article