Publications (54)

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

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. Rotation forest for big data

    Information fusion, Vol. 74, pp. 39-49

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

    Frontiers in Neurology, Vol. 12

2020

  1. An experimental evaluation of mixup regression forests

    Expert Systems with Applications, Vol. 151

  2. Early and extremely early multi-label fault diagnosis in induction motors

    ISA Transactions, Vol. 106, pp. 367-381

  3. Effectiveness of blended learning in nursing education

    International Journal of Environmental Research and Public Health, Vol. 17, Núm. 5

  4. 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

  5. Measuring the Functional Abilities of Children Aged 3-6 Years Old with Observational Methods and Computer Tools

    Journal of visualized experiments : JoVE

  6. Random Balance ensembles for multiclass imbalance learning

    Knowledge-Based Systems, Vol. 193

  7. You Are Not My Type: An Evaluation of Classification Methods for Automatic Phytolith Identification

    Microscopy and Microanalysis, Vol. 26, Núm. 6, pp. 1158-1167