Álvar Arnaiz-González

Álvar Arnaiz-González

Universidad de Burgos

H-index: 18

Europe-Spain

About Álvar Arnaiz-González

Álvar Arnaiz-González, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidad de Burgos, specializes in the field of machine learning, data mining, ensembles, instance selection, big data.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Extensive Performance Comparison between Feature Reduction and Feature Selection Preprocessing Algorithms on Imbalanced Wide Data

Computer Vision for Parkinson’s Disease Evaluation: A Survey on Finger Tapping

A Low-Cost System Using a Big-Data Deep-Learning Framework for Assessing Physical Telerehabilitation: A Proof-of-Concept

Semi-supervised learning for industrial fault detection and diagnosis: A systemic review

Detection of Stress Stimuli in Learning Contexts of iVR Environments

When is resampling beneficial for feature selection with imbalanced wide data?

Improvements for therapeutic intervention from the use of web applications and machine learning techniques in different affectations in children aged 0–6 years

Rotation Forest for multi-target regression

Álvar Arnaiz-González Information

University

Position

___

Citations(all)

972

Citations(since 2020)

855

Cited By

342

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

31

i10Index(since 2020)

31

Email

University Profile Page

Universidad de Burgos

Google Scholar

View Google Scholar Profile

Álvar Arnaiz-González Skills & Research Interests

machine learning

data mining

ensembles

instance selection

big data

Top articles of Álvar Arnaiz-González

Title

Journal

Author(s)

Publication Date

An Extensive Performance Comparison between Feature Reduction and Feature Selection Preprocessing Algorithms on Imbalanced Wide Data

Information

Ismael Ramos-Pérez

José Antonio Barbero-Aparicio

Antonio Canepa-Oneto

Álvar Arnaiz-González

Jesús Maudes-Raedo

2024/4

Computer Vision for Parkinson’s Disease Evaluation: A Survey on Finger Tapping

Javier Amo-Salas

Alicia Olivares-Gil

Álvaro García-Bustillo

David García-García

Álvar Arnaiz-González

...

2024/2/8

A Low-Cost System Using a Big-Data Deep-Learning Framework for Assessing Physical Telerehabilitation: A Proof-of-Concept

Healthcare

José Miguel Ramírez-Sanz

José Luis Garrido-Labrador

Alicia Olivares-Gil

Álvaro García-Bustillo

Álvar Arnaiz-González

...

2023/2/9

Semi-supervised learning for industrial fault detection and diagnosis: A systemic review

José Miguel Ramírez-Sanz

Jose-Alberto Maestro-Prieto

Álvar Arnaiz-González

Andrés Bustillo

2023/9/25

Detection of Stress Stimuli in Learning Contexts of iVR Environments

José Miguel Ramírez-Sanz

Helia Marina Peña-Alonso

Ana Serrano-Mamolar

Álvar Arnaiz-González

Andrés Bustillo

2023/9/5

When is resampling beneficial for feature selection with imbalanced wide data?

Expert Systems with Applications

Ismael Ramos-Pérez

Álvar Arnaiz-González

Juan J Rodríguez

César García-Osorio

2022/2/1

Improvements for therapeutic intervention from the use of web applications and machine learning techniques in different affectations in children aged 0–6 years

International Journal of Environmental Research and Public Health

María Consuelo Sáiz-Manzanares

Raúl Marticorena-Sánchez

Álvar Arnaiz-González

2022/5/27

Rotation Forest for multi-target regression

International Journal of Machine Learning and Cybernetics

Juan J Rodríguez

Mario Juez-Gil

Carlos Lopez-Nozal

Alvar Arnaiz-Gonzalez

2022/2

UBUMonitor: an open-source desktop application for visual E-learning analysis with moodle

Electronics

Raúl Marticorena-Sánchez

Carlos López-Nozal

Yi Peng Ji

Carlos Pardo-Aguilar

Álvar Arnaiz-González

2022/3/19

Adopting a multidisciplinary telemedicine approach for falls prevention in Parkinson’s disease (2579)

Esther Cubo Delgado

Alvaro Garcia-Bustillo

Alvar Arnaiz-Gonzalez

Jose Miguel Ramirez-Sanz

Jose Luis Garrido_Labrador

...

2021/4/13

Rotation forest for big data

Information fusion

Mario Juez-Gil

Álvar Arnaiz-González

Juan J Rodríguez

Carlos López-Nozal

César García-Osorio

2021/10/1

E-self-assessment and e-feedback questionnaires: an application in Moodle

María Consuelo Saiz Manzanares

Miguel Ángel Queiruga Dios

Raúl Marticorena Sánchez

Maria del Camino Escolar Llamazares

Álvar Arnaiz González

2021/1/28

Approx-SMOTE: fast SMOTE for big data on apache spark

Neurocomputing

Mario Juez-Gil

Alvar Arnaiz-Gonzalez

Juan J Rodriguez

Carlos Lopez-Nozal

Cesar Garcia-Osorio

2021/11/13

Experimental evaluation of ensemble classifiers for imbalance in big data

Applied soft computing

Mario Juez-Gil

Álvar Arnaiz-González

Juan J Rodríguez

César García-Osorio

2021/9/1

Videoconferencing software options for telemedicine: a review for movement disorder neurologists

Esther Cubo

Adrian Arnaiz-Rodriguez

Álvar Arnaiz-González

José Francisco Díez-Pastor

Meredith Spindler

...

2021/10

Adopting a multidisciplinary telemedicine intervention for fall prevention in Parkinson’s disease. Protocol for a longitudinal, randomized clinical trial

PloS one

Esther Cubo

Alvaro Garcia-Bustillo

Alvar Arnaiz-Gonzalez

Jose Miguel Ramirez-Sanz

Jose Luis Garrido-Labrador

...

2021/12/21

Feature selection from high-dimensional data with very low sample size: A cautionary tale

arXiv preprint arXiv:2008.12025

Ludmila I Kuncheva

Clare E Matthews

Alvar Arnaiz-González

Juan J Rodríguez

2020/8/27

Evaluation of functional abilities in 0–6 year olds: An analysis with the eearlycare computer application

International Journal of Environmental Research and Public Health

María Consuelo Sáiz-Manzanares

Raúl Marticorena-Sánchez

Álvar Arnaiz-González

2020/5

Effectiveness of blended learning in nursing education

International journal of environmental research and public health

María Consuelo Sáiz-Manzanares

María-Camino Escolar-Llamazares

Álvar Arnaiz González

2020/3

An experimental evaluation of mixup regression forests

Expert Systems with Applications

Juan J Rodríguez

Mario Juez-Gil

Álvar Arnaiz-González

Ludmila I Kuncheva

2020/8/1

See List of Professors in Álvar Arnaiz-González University(Universidad de Burgos)

Co-Authors

H-index: 76
Luis Norberto López de Lacalle

Luis Norberto López de Lacalle

Universidad del País Vasco

H-index: 58
Ludmila Kuncheva

Ludmila Kuncheva

Bangor University

H-index: 33
Susana Jorge-Villar

Susana Jorge-Villar

Universidad de Burgos

H-index: 32
Juan J. Rodríguez (ORCID:0000-0002-3291-2739)

Juan J. Rodríguez (ORCID:0000-0002-3291-2739)

Universidad de Burgos

H-index: 28
Andres Bustillo

Andres Bustillo

Universidad de Burgos

H-index: 24
César García-Osorio (ORCID: 0000-0002-1206-1084)

César García-Osorio (ORCID: 0000-0002-1206-1084)

Universidad de Burgos

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