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

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

Universidad de Burgos

H-index: 32

Europe-Spain

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

Juan J. Rodríguez (ORCID:0000-0002-3291-2739), With an exceptional h-index of 32 and a recent h-index of 22 (since 2020), a distinguished researcher at Universidad de Burgos, specializes in the field of Machine Learning, Data Mining, Data Science.

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

Ensemble methods and semi-supervised learning for information fusion: A review and future research directions

Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques

Semi-supervised classification with pairwise constraints: A case study on animal identification from video

A cost-effective stereo camera-based system for measuring crack propagation in fibre-reinforced concrete

An experiment on animal re-identification from video

A benchmark database for animal re-identification and tracking

Combination of Object Tracking and Object Detection for Animal Recognition

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

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

University

Position

___

Citations(all)

5763

Citations(since 2020)

2425

Cited By

4385

hIndex(all)

32

hIndex(since 2020)

22

i10Index(all)

63

i10Index(since 2020)

41

Email

University Profile Page

Universidad de Burgos

Google Scholar

View Google Scholar Profile

Juan J. Rodríguez (ORCID:0000-0002-3291-2739) Skills & Research Interests

Machine Learning

Data Mining

Data Science

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

Title

Journal

Author(s)

Publication Date

Ensemble methods and semi-supervised learning for information fusion: A review and future research directions

José Luis Garrido-Labrador

Ana Serrano-Mamolar

Jesús Maudes-Raedo

Juan J Rodríguez

César García-Osorio

2024/2/16

Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques

Information Fusion

José A Barbero-Aparicio

Alicia Olivares-Gil

Juan J Rodríguez

César García-Osorio

José F Díez-Pastor

2024/2/1

Semi-supervised classification with pairwise constraints: A case study on animal identification from video

Neurocomputing

Chen Gong

Keren Fu

Qiang Wu

Enmei Tu

Jie Yang

2014/9/2

A cost-effective stereo camera-based system for measuring crack propagation in fibre-reinforced concrete

Archives of Civil and Mechanical Engineering

A. Mena-Alonso

P. Latorre-Carmona

D. C. Gonzalez

J. F. Diez-Pastor

J. J. Rodriguez

...

2023/7/9

An experiment on animal re-identification from video

Ecological Informatics

Ludmila I Kuncheva

José Luis Garrido-Labrador

Ismael Ramos-Pérez

Samuel L Hennessey

Juan J Rodríguez

2023/5/1

A benchmark database for animal re-identification and tracking

Ludmila I Kuncheva

Francis Williams

Samuel L Hennessey

Juan J Rodríguez

2022/12/5

Combination of Object Tracking and Object Detection for Animal Recognition

Francis Williams

Ludmila I Kuncheva

Juan J Rodríguez

Samuel L Hennessey

2022/12/5

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

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

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

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

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

Experimental Assessment of Feature Extraction Techniques Applied to the Identification of Properties of Common Objects, Using a Radar System

Applied sciences

José Francisco Díez Pastor

Pedro Latorre-Carmona

José Luis Garrido-labrador

José Miguel Ramírez-Sanz

Juan J. Rodríguez

2021/7/22

Monitoring of Student Learning in Learning Management Systems: An Application of Educational Data Mining Techniques

Applied Sciences

María Consuelo Sáiz-Manzanares

Juan José Rodríguez-Díez

José Francisco Díez-Pastor

Sandra Rodríguez-Arribas

Raúl Marticorena-Sánchez

...

2021/3/17

Improve teaching with modalities and collaborative groups in an LMS: An analysis of monitoring using visualisation techniques

Journal of Computing in Higher Education

María Consuelo Sáiz-Manzanares

Raúl Marticorena-Sánchez

Juan José Rodríguez-Díez

Sandra Rodríguez-Arribas

José Francisco Díez-Pastor

...

2021/12

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

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

Random Balance ensembles for multiclass imbalance learning

Knowledge-Based Systems

Juan J Rodriguez

Jose-Francisco Diez-Pastor

Alvar Arnaiz-Gonzalez

Ludmila I Kuncheva

2020/4/6

Lifelong Learning from Sustainable Education: An Analysis with Eye Tracking and Data Mining Techniques

Sustainability

María Consuelo Sáiz Manzanares

Juan José Rodríguez Diez

Raúl Marticorena Sánchez

Maria Jose Zaparain Yanez

Rebeca Cerezo Menéndez

2020/3/5

See List of Professors in Juan J. Rodríguez (ORCID:0000-0002-3291-2739) University(Universidad de Burgos)

Co-Authors

H-index: 91
David E Linden

David E Linden

Universiteit Maastricht

H-index: 58
Ludmila Kuncheva

Ludmila Kuncheva

Bangor University

H-index: 29
Henrik Boström

Henrik Boström

Kungliga Tekniska högskolan

H-index: 28
Andres Bustillo

Andres Bustillo

Universidad de Burgos

H-index: 26
Stephen Johnston

Stephen Johnston

Swansea University

H-index: 24
Catrin Plumpton

Catrin Plumpton

Bangor University

academic-engine