Álvar Arnaiz-González

Cited by

	All	Since 2018
Citations	711	659
h-index	13	13
i10-index	23	23

220

110

165

2016201720182019202020212022202313 31 62 73 119 149 218 35

Public access

View all

25 articles

4 articles

available

not available

Based on funding mandates

Co-authors

César García-Osorio (ORCID: 0000-00...Catedrático (full professor), Universidad de Burgos (Spain)Verified email at ubu.es
Juan J. Rodríguez (ORCID: 0000-000...Catedrático (Professor), Universidad de BurgosVerified email at ubu.es
María Consuelo Sáiz ManzanaresProfesora de Psicología Evolutiva. Facultad de Ciencias de la Salud. UniversidadVerified 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
MARÍA DEL CAMINO ESCOLAR LLA...Profesor de Psicología, Universidad de BurgosVerified email at ubu.es
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKVerified email at bangor.ac.uk
Raúl Marticorena (ORCID: 0000-0002-...Associate Professor/Senior Lecturer (Profesor Titular de Universidad) - Universidad 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
Luis Norberto López de LacalleUniversity of the Basque Country UPV/EHUVerified email at ehu.es
Andres BustilloUniversity of BurgosVerified email at ubu.es
Ismael RamosUniversidad de BurgosVerified email at ubu.es
Juan Jose Saucedo-DorantesUniversidad Autonoma de QueretaroVerified email at hspdigital.org
Marcin BlachnikPolitechnika ŚląskaVerified email at polsl.pl
Susana Jorge-VillarUniversity of BurgosVerified email at ubu.es
José Miguel Ramírez-SanzDepartamento Ingeniería Informática Universidad de BurgosVerified email at ubu.es
Maha JahouhUniverisdad de BurgosVerified email at alu.ubu.es
José Luis Garrido-Labrador (ORCID: 0...Departamento de Ingeniería Informática, Universidad de BurgosVerified email at ubu.es
Javier Ruiz-PérezTexas A&M UniversityVerified email at ag.tamu.edu

Álvar Arnaiz-González

Universidad de Burgos

Verified email at ubu.es - Homepage

machine learning data mining ensembles instance selection big data


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	90	2016
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	79	2020
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	71	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	59	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	38	2016
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	28	2017
Instance selection for regression: Adapting DROP Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Neurocomputing 201, 66-81, 2016	25	2016
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	24	2016
Local sets for multi-label instance selection Á Arnaiz-González, JF Diez-Pastor, JJ Rodriguez, C Garcia-Osorio Applied Soft Computing 68, 651-666, 2018	23	2018
Machine learning algorithms applied to R aman 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	22	2020
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	21	2020
Random Balance ensembles for multiclass imbalance learning JJ Rodriguez, JF Diez-Pastor, A Arnaiz-Gonzalez, LI Kuncheva Knowledge-Based Systems 193, 105434, 2020	18	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	18	2018
Decision Trees for the prediction of environmental and agronomic effects of the use of Compost of Sewage Slugde (CSS) D Perez-Alonso, S Peña-Tejedor, M Navarro, C Rad, Á Arnaiz-González, ... Sustainable Production and Consumption 12, 119-133, 2017	13	2017
Approx-SMOTE: fast SMOTE for big data on apache spark M Juez-Gil, A Arnaiz-Gonzalez, JJ Rodriguez, C Lopez-Nozal, ... Neurocomputing 464, 432-437, 2021	12	2021
Feature selection from high-dimensional data with very low sample size: A cautionary tale LI Kuncheva, CE Matthews, A Arnaiz-González, JJ Rodríguez arXiv preprint arXiv:2008.12025, 2020	12	2020
Evolutionary prototype selection for multi-output regression M Kordos, Á Arnaiz-González, C García-Osorio Neurocomputing 358, 309-320, 2019	12	2019
Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Expert Systems with Applications 109, 114-130, 2018	12	2018
Cuestionarios de e-autoevaluación y e-feedback: una aplicación en Moodle MCS Manzanares, MÁQ Dios, RM Sánchez, MCE Llamazares, ... European Journal of Health Research:(EJHR) 4 (3), 135-148, 2018	12	2018
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	11	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors