ALVAR
ARNAIZ GONZALEZ
Profesor Titular de Universidad
Publications (56) ALVAR ARNAIZ GONZALEZ publications
2024
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Computer Vision for Parkinson’s Disease Evaluation: A Survey on Finger Tapping
Healthcare (Switzerland), Vol. 12, Núm. 4
2023
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A Low-Cost System Using a Big-Data Deep-Learning Framework for Assessing Physical Telerehabilitation: A Proof-of-Concept
Healthcare (Switzerland), Vol. 11, Núm. 4
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Detection of Stress Stimuli in Learning Contexts of iVR Environments
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Semi-supervised learning for industrial fault detection and diagnosis: A systemic review
ISA Transactions, Vol. 143, pp. 255-270
2022
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Assistive Devices for Personal Mobility in Parkinson's Disease: A Systematic Review of the Literature
Movement Disorders Clinical Practice, Vol. 9, Núm. 8, pp. 1040-1046
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Correction to: Rotation Forest for multi-target regression (International Journal of Machine Learning and Cybernetics, (2022), 13, 2, (523-548), 10.1007/s13042-021-01329-1)
International Journal of Machine Learning and Cybernetics
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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, Vol. 19, Núm. 11
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Rotation Forest for multi-target regression
International Journal of Machine Learning and Cybernetics, Vol. 13, Núm. 2, pp. 523-548
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UBUMonitor: An Open-Source Desktop Application for Visual E-Learning Analysis with Moodle
Electronics (Switzerland), Vol. 11, Núm. 6
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When is resampling beneficial for feature selection with imbalanced wide data?
Expert Systems with Applications, Vol. 188
2021
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Adopting a multidisciplinary telemedicine intervention for fall prevention in Parkinson's disease. Protocol for a longitudinal, randomized clinical trial
PLoS ONE, Vol. 16, Núm. 12 December
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Approx-SMOTE: Fast SMOTE for Big Data on Apache Spark
Neurocomputing, Vol. 464, pp. 432-437
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Early multi-fault diagnosis in induction motors
Proceedings of the 15th International Conference on Industrial Engineering and Industrial Management and XXV Congreso de Ingeniería de Organización
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Experimental evaluation of ensemble classifiers for imbalance in Big Data
Applied Soft Computing, Vol. 108
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Videoconferencing Software Options for Telemedicine: A Review for Movement Disorder Neurologists
Frontiers in Neurology, Vol. 12
2020
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An experimental evaluation of mixup regression forests
Expert Systems with Applications, Vol. 151
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Detección de crisis epilépticas mediante aprendizaje automático
VI Jornadas de investigadoras de Castilla y León: la aventura de la ciencia y la tecnología (Fundación 3CIN), pp. 38
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Early and extremely early multi-label fault diagnosis in induction motors
ISA Transactions, Vol. 106, pp. 367-381
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Effectiveness of blended learning in nursing education
International Journal of Environmental Research and Public Health, Vol. 17, Núm. 5
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Evaluation of functional abilities in 0–6 year olds: An analysis with the eearlycare computer application
International Journal of Environmental Research and Public Health, Vol. 17, Núm. 9