Publications by the researcher in collaboration with César Ignacio García Osorio (38)

2023

  1. Deep learning and support vector machines for transcription start site identification

    PeerJ Computer Science, Vol. 9

2020

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

    Journal of visualized experiments : JoVE

2019

  1. Differential efficacy of the resources used in B-learning environments

    Psicothema, Vol. 31, Núm. 2, pp. 170-178

  2. Does the use of learning management systems with hypermedia mean improved student learning outcomes?

    Frontiers in Psychology, Vol. 10, Núm. FEB

  3. Will personalized e-Learning increase deep learning in higher education?

    Information Discovery and Delivery, Vol. 47, Núm. 1, pp. 53-63

2018

  1. Evasión de obstáculos apoyada en localización basada en simulación de instancias: navegación autónoma en entornos cerrados

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

  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. 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

  2. How do B-learning and learning patterns influence learning outcomes?

    Frontiers in Psychology, Vol. 8, Núm. MAY, pp. 1-13

2016

  1. Instance selection for regression by discretization

    Expert Systems with Applications, Vol. 54, pp. 340-350

  2. Instance selection for regression: Adapting DROP

    Neurocomputing, Vol. 201, pp. 66-81

  3. Instance selection of linear complexity for big data

    Knowledge-Based Systems, Vol. 107, pp. 83-95

  4. Random feature weights for regression trees

    Progress in Artificial Intelligence, Vol. 5, Núm. 2, pp. 91-103

2015

  1. Acquisition of transferable skills associated with software maintenance and development using tools for versioning and task management

    The International journal of engineering education, Vol. 31, Núm. 3, pp. 839-850

  2. An experimental study on combining binarization techniques and ensemble methods of decision trees

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Diversity techniques improve the performance of the best imbalance learning ensembles

    Information Sciences, Vol. 325, pp. 98-117