Javier Muguerza

Universidad Privada de Huancayo "Franklin Roosevelt"

Computer Science · Physical Sciences

20h-index2.9kcitations196works0.22yr avg
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Research Topics

Imbalanced Data Classification Techniques(16), Data Mining Algorithms and Applications(11), Machine Learning and Data Classification(11), Social Sciences and Policies(10), EEG and Brain-Computer Interfaces(8)

Publications196 total

Evaluación de la calidad fisicoquímica y microbiológica de una formulación gelificada elaborada con colágeno a base de escamas de pescado
Visionarios en ciencia y tecnología·2025Open Access
Machine Learning for Prediction of Cognitive Deterioration in Patients with Early Parkinson’s Disease
Applied Sciences·2024· 1 citedOpen Access
Unsupervised data labeling and incremental cross-domain training for enhanced hybrid eye gaze estimation
2024
Predicting Parkinson’s Disease Progression: Analyzing Prodromal Stages Through Machine Learning
Lecture notes in computer science·2024Open Access
Prevention of Cognitive Impairment Through Audiocognitive Rehabilitation: Results of the NeuRea Method
Medical Research Archives·2024Open Access
Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability
Lecture notes in computer science·2024Open Access
8 Personalizing the user interface for people with disabilities
2023
Sexuaren eragina Parkinsonen gaixotasunaren lehenengo faseetan, adierazpen ez-motorretan eta ikasketa automatikoan oinarrituta
2023
Automatic detection of the mental state in responses towards relaxation
Neural Computing and Applications·2022· 2 citedOpen Access
Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies
Neural Computing and Applications·2022· 44 citedOpen Access
A Hierarchical Machine Learning Solution for the Non-Invasive Diagnostic of Autonomic Dysreflexia
Electronics·2022Open Access
Preliminary Study on the Detection of Autonomic Dysreflexia Using Machine Learning Techniques
Lecture notes in networks and systems·2022· 7 cited
PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability
Information Sciences·2021· 7 citedOpen Access
Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients
2021
A Generalization Performance Study Using Deep Learning Networks in Embedded Systems
Sensors·2021· 29 citedOpen Access
A Preliminary Analysis of the Physiological Response Generated by Negative Thoughts
2020
Arbel mediko baten erabileraren azterketa: nolako elkarrekintza halako portaera-bisuala
EKAIA Euskal Herriko Unibertsitateko Zientzi eta Teknologi Aldizkaria·2020Open Access
Characterization of e-Government adoption in Europe
PLoS ONE·2020· 49 citedOpen Access
International School Collaborations through the IAU Einstein Schools Programme
American Astronomical Society Meeting Abstracts #235·2020
10. Personalizing the user interface for people with disabilities
2019
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Frequent Co-authors

Olatz Arbelaitz(27), Ibai Gurrutxaga(22), Jesús M. Pérez(20), J. Martín(19), Iñigo Perona(11), Ainhoa Yera(7), Iñaki Albisua(4), Carolina Vallejo(4), José Luis Jodrá(4), Raquel Martínez(3), Andoni Arruti(3), Igor Ibarguren(3), Miguel Antón(3), Xavier Andrade(2), Joseba Alberdi‐Rodriguez(2), Micael J. T. Oliveira(2), A. Arruabarrena(2), Ángel Rubio(2), Santiago Rementeria(2), Alberto Lluch Lafuente(2)