Álvar Arnaiz-González

Cited by

	All	Since 2019
Citations	1162	1044
h-index	21	21
i10-index	33	33

260

130

195

20162017201820192020202120222023202411 33 62 74 122 165 245 246 189

Public access

View all

30 articles

4 articles

available

not available

Based on funding mandates

Co-authors

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 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
Raúl Marticorena (ORCID: 0000-0002-...Associate Professor/Senior Lecturer (Profesor Titular de Universidad) - Universidad de BurgosVerified email at ubu.es
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKVerified email at bangor.ac.uk
José Miguel Ramírez-SanzDepartamento Ingeniería Informática Universidad de BurgosVerified email at ubu.es
Álvaro García BustilloPersonal Docente e Investigador, Universidad de BurgosVerified email at ubu.es
Andres BustilloUniversity of BurgosVerified email at 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
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
jeronimo gonzalez bernalProfessorVerified email at ubu.es
Luis Norberto López de LacalleUniversity of the Basque Country UPV/EHUVerified email at ehu.es
Juan Jose Saucedo-DorantesUniversidad Autonoma de QueretaroVerified email at hspdigital.org

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
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	144	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	89	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	81	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	47	2016
Random balance ensembles for multiclass imbalance learning JJ Rodríguez, JF Diez-Pastor, A Arnaiz-Gonzalez, LI Kuncheva Knowledge-Based Systems 193, 105434, 2020	37	2020
Instance selection for regression: Adapting DROP Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Neurocomputing 201, 66-81, 2016	35	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	33	2020
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	33	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	32	2017
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	31	2022
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
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	30	2018
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	29	2021
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	27	2021
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	24	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 JoVE (Journal of Visualized Experiments), e60247, 2020	23	2020
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, 2023	22	2023
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	22	2020

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