Publications by the researcher in collaboration with Álvar Arnaiz González (28)

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

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

    Frontiers in Neurology, Vol. 12

2020

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

    Journal of visualized experiments : JoVE

  2. Random Balance ensembles for multiclass imbalance learning

    Knowledge-Based Systems, Vol. 193

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

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

2019

  1. Blended learning: an experience with infographics and virtual laboratories using Self-Regulated learning

    13th International Technology, Education and Development Conference. Proceedings of INTED2019

  2. Computer application for the registration and automation of the correction of a functional skills detection scale in Early Care

    13th International Technology, Education and Development Conference. Proceedings of INTED2019

  3. Instance selection improves geometric mean accuracy: a study on imbalanced data classification

    Progress in Artificial Intelligence, Vol. 8, Núm. 2, pp. 215-228

2018

  1. La automatización de aprendizaje automático

    Un enfoque multidisciplinar de la optimización (Servicio de Publicaciones e Imagen Institucional), pp. 119-145

  2. Local sets for multi-label instance selection

    Applied Soft Computing Journal, Vol. 68, pp. 651-666

  3. Local sets for multi-label instance selection

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  4. Machine learning algorithms applied to Raman spectra for the identification of variscite originating from the mining complex of Gavà

    Journal of Raman Spectroscopy, pp. 1-12

  5. Seshat — a web-based educational resource for teaching the most common algorithms of lexical analysis

    Computer Applications in Engineering Education, Vol. 26, Núm. 6, pp. 2255-2265

  6. Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning

    Expert Systems with Applications, Vol. 109, pp. 114-130

2017

  1. Decision Trees for the prediction of environmental and agronomic effects of the use of Compost of Sewage Slugde (CSS)

    Sustainable Production and Consumption, Vol. 12, pp. 119-133

  2. Herramienta docente en línea para facilitar la enseñanza de teoría de autómatas

    Aulas y Tecnología Educativa en evolución: Actas, XXV Jornadas Universitarias de Tecnología Educativa, JUTE 2017. Burgos, 21, 22 y 23 de junio de 2017

  3. MR-DIS: democratic instance selection for big data by MapReduce

    Progress in Artificial Intelligence, Vol. 6, Núm. 3, pp. 211-219

  4. On-line 3d viewer for evaluation of biological anthropology students

    9th International Conference on Education and New Learning Technologies (EDULEARN17)