Publicaciones (61) Publicaciones de Alvar Arnaiz Gonzalez

2024

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

    Information (Switzerland), Vol. 15, Núm. 4

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

    Healthcare (Switzerland), Vol. 12, Núm. 4

  3. Early care and intelligent resources application: Internet of things and artificial intelligence

    Training and specialisation in early intervention: use of technological resources and artificial intelligence (Servicio de Publicaciones e Imagen Institucional), pp. 219-224

  4. Intervención temprana y aplicación de recursos inteligentes: internet of things e inteligencia artificial

    Formación y especialización en atención temprana: uso de recursos tecnológicos y de inteligencia artificial (Servicio de Publicaciones e Imagen Institucional), pp. 227-233

  5. Observation and evaluation techniques from intelligent resources: introduction to data mining

    Training and specialisation in early intervention: use of technological resources and artificial intelligence (Servicio de Publicaciones e Imagen Institucional), pp. 139-148

  6. Técnicas de observación y evaluación a partir de recursos inteligentes: introducción a la minería de datos

    Formación y especialización en atención temprana: uso de recursos tecnológicos y de inteligencia artificial (Servicio de Publicaciones e Imagen Institucional), pp. 145-155

2023

  1. 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

  2. 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)

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

    ISA Transactions, Vol. 143, pp. 255-270

2022

  1. 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

  2. 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

  3. 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

  4. Rotation Forest for multi-target regression

    International Journal of Machine Learning and Cybernetics, Vol. 13, Núm. 2, pp. 523-548

  5. UBUMonitor: An Open-Source Desktop Application for Visual E-Learning Analysis with Moodle

    Electronics (Switzerland), Vol. 11, Núm. 6

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

    Expert Systems with Applications, Vol. 188

2021

  1. 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

  2. Approx-SMOTE: Fast SMOTE for Big Data on Apache Spark

    Neurocomputing, Vol. 464, pp. 432-437

  3. 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

  4. Experimental evaluation of ensemble classifiers for imbalance in Big Data

    Applied Soft Computing, Vol. 108

  5. Videoconferencing Software Options for Telemedicine: A Review for Movement Disorder Neurologists

    Frontiers in Neurology, Vol. 12