Álvar Arnaiz-González

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Jose Francisco Diez PastorUniversidad de BurgosVerified email at ubu.es
César García-Osorio (ORCID: 0000-00...Catedrático (full professor), Universidad de Burgos (Spain)Verified email at ubu.es
Juan J. Rodríguez (ORCID:0000-0002...Catedrático (Full Professor), Universidad de Burgos (RoR:049da5t36)Verified email at ubu.es
María Consuelo Sáiz ManzanaresCatedrática de Universidad. Área de Psicología Evolutiva y de la Educación. UBUVerified email at ubu.es
Carlos López Nozal (ORCID: 0000-00...Associate Professor/Senior Lecturer (Profesor Titular de Universidad)Verified email at ubu.es
Mario Juez-GilUniversidad de BurgosVerified email at ubu.es
José Miguel Ramírez-SanzDepartamento Ingeniería Informática Universidad de BurgosVerified email at ubu.es
MARÍA DEL CAMINO ESCOLAR LLA...Profesor de Psicología, Universidad de BurgosVerified email at ubu.es
Raúl Marticorena (ORCID: 0000-0002-...Associate Professor/Senior Lecturer (Profesor Titular de Universidad) - Universidad de BurgosVerified email at ubu.es
Álvaro García BustilloPersonal Docente e Investigador, Universidad de BurgosVerified email at ubu.es
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKVerified email at bangor.ac.uk
Andres BustilloUniversity of BurgosVerified email at ubu.es
José Luis Garrido-Labrador (ORCID: 0...Departamento de Ingeniería Informática, Universidad de BurgosVerified email at ubu.es
jeronimo gonzalez bernalProfessorVerified email at ubu.es
Maha JahouhUniverisdad de BurgosVerified email at alu.ubu.es
Ismael RamosUniversidad de BurgosVerified email at ubu.es
Iain GunnResearch Fellow, Middlesex UniversityVerified email at mdx.ac.uk
Miroslaw KordosUniversity of Bielsko-BialaVerified email at ath.bielsko.pl
Alicia Olivares-GilInvestigadora predoctoral, Universidad de BurgosVerified email at ubu.es
Luis Norberto López de LacalleUniversity of the Basque Country UPV/EHUVerified email at ehu.es

Álvar Arnaiz-González

Universidad de Burgos

Verified email at ubu.es - Homepage

machine learning data mining ensembles instance selection big data


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Effectiveness of blended learning in nursing education MC Sáiz-Manzanares, MC Escolar-Llamazares, Á Arnaiz González International journal of environmental research and public health 17 (5), 1589, 2020	156	2020
Using artificial neural networks for the prediction of dimensional error on inclined surfaces manufactured by ball-end milling Á Arnaiz-González, A Fernández-Valdivielso, A Bustillo, ... The International Journal of Advanced Manufacturing Technology 83, 847-859, 2016	101	2016
Instance selection of linear complexity for big data Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Knowledge-Based Systems 107, 83-95, 2016	93	2016
Instance selection improves geometric mean accuracy: a study on imbalanced data classification LI Kuncheva, Á Arnaiz-González, JF Díez-Pastor, IAD Gunn Progress in Artificial Intelligence 8, 215-228, 2019	83	2019
Fusion of instance selection methods in regression tasks Á Arnaiz-González, M Blachnik, M Kordos, C García-Osorio Information Fusion 30, 69-79, 2016	53	2016
Semi-supervised learning for industrial fault detection and diagnosis: A systemic review JM Ramírez-Sanz, JA Maestro-Prieto, Á Arnaiz-González, A Bustillo ISA transactions 143, 255-270, 2023	48	2023
Random balance ensembles for multiclass imbalance learning JJ Rodriguez, JF Diez-Pastor, A Arnaiz-Gonzalez, LI Kuncheva Knowledge-Based Systems 193, 105434, 2020	42	2020
When is resampling beneficial for feature selection with imbalanced wide data? I Ramos-Pérez, Á Arnaiz-González, JJ Rodríguez, C García-Osorio Expert Systems with Applications 188, 116015, 2022	41	2022
Instance selection for regression by discretization Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, CI García-Osorio Expert Systems with Applications 54, 340-350, 2016	41	2016
Instance selection for regression: Adapting DROP Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Neurocomputing 201, 66-81, 2016	40	2016
Early and extremely early multi-label fault diagnosis in induction motors M Juez-Gil, JJ Saucedo-Dorantes, Á Arnaiz-González, C López-Nozal, ... ISA transactions 106, 367-381, 2020	35	2020
Approx-SMOTE: fast SMOTE for big data on apache spark M Juez-Gil, Á Arnaiz-González, JJ Rodriguez, C Lopez-Nozal, ... Neurocomputing 464, 432-437, 2021	34	2021
MR-DIS: democratic instance selection for big data by MapReduce Á Arnaiz-González, A González-Rogel, JF Díez-Pastor, C López-Nozal Progress in Artificial Intelligence, 1-9, 2017	34	2017
Local sets for multi-label instance selection Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Applied Soft Computing 68, 651-666, 2018	31	2018
Machine learning algorithms applied to Raman spectra for the identification of variscite originating from the mining complex of G avà JF Díez‐Pastor, SE Jorge‐Villar, Á Arnaiz‐González, CI García‐Osorio, ... Journal of Raman Spectroscopy 51 (9), 1563-1574, 2020	30	2020
Experimental evaluation of ensemble classifiers for imbalance in big data M Juez-Gil, Á Arnaiz-González, JJ Rodríguez, C García-Osorio Applied soft computing 108, 107447, 2021	29	2021
Feature selection from high-dimensional data with very low sample size: A cautionary tale LI Kuncheva, CE Matthews, Á Arnaiz-González, JJ Rodríguez arXiv preprint arXiv:2008.12025, 2020	29	2020
Seshat—a web‐based educational resource for teaching the most common algorithms of lexical analysis Á Arnaiz‐González, JF Díez‐Pastor, I Ramos‐Pérez, C García‐Osorio Computer Applications in Engineering Education, 2018	29	2018
Evaluation of functional abilities in 0–6 year olds: An analysis with the eearlycare computer application MC Sáiz-Manzanares, R Marticorena-Sánchez, Á Arnaiz-González International Journal of Environmental Research and Public Health 17 (9), 3315, 2020	26	2020
Measuring the functional abilities of children aged 3-6 years old with observational methods and computer tools MCS Manzanares, RM Sánchez, ÁA González, JFD Pastor, CIG Osorio Journal of Visualized Experiments (JoVE), e60247, 2020	23	2020

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