Sebastián Ventura Soto-rekin lankidetzan egindako argitalpenak (17)

2022

  1. Auto-adaptive Grammar-Guided Genetic Programming algorithm to build Ensembles of Multi-Label Classifiers

    Information Fusion, Vol. 78, pp. 1-19

  2. Course Recommendation based on Sequences: An Evolutionary Search of Emerging Sequential Patterns

    Cognitive Computation, Vol. 14, Núm. 4, pp. 1474-1495

  3. Improving the Performance of Multi-Label Classifiers via Label Space Reduction

    2022 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2022

  4. Reducing the Label Space a Predefined Ratio for a More Efficient Multilabel Classification

    IEEE Access, Vol. 10, pp. 76480-76492

2020

  1. Predicting literature's early impact with sentiment analysis in Twitter

    Knowledge-Based Systems, Vol. 192

  2. Tweet Coupling: a social media methodology for clustering scientific publications

    Scientometrics, Vol. 124, Núm. 2, pp. 973-991

2019

  1. Virtual learning environment to predict withdrawal by leveraging deep learning

    International Journal of Intelligent Systems, Vol. 34, Núm. 8, pp. 1935-1952

2017

  1. Mining association rules on Big Data through MapReduce genetic programming

    Integrated Computer-Aided Engineering, Vol. 25, Núm. 1, pp. 31-48

2016

  1. Multiple instance learning: Foundations and algorithms

    Springer International Publishing, pp. 1-233

2014

  1. Special issue: Advances in learning schemes for function approximation

    Neurocomputing

2010

  1. A survey on the application of genetic programming to classification

    IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, Vol. 40, Núm. 2, pp. 121-144

  2. Introduction to the experimental design in the data mining tool KEEL

    Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies (IGI Global), pp. 1-25

2009

  1. Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data

    Expert Systems with Applications, Vol. 36, Núm. 2 PART 1, pp. 1632-1644

  2. KEEL: A software tool to assess evolutionary algorithms for data mining problems

    Soft Computing, Vol. 13, Núm. 3, pp. 307-318

  3. Multi-instance genetic programming for web index recommendation

    Expert Systems with Applications, Vol. 36, Núm. 9, pp. 11470-11479

2007

  1. Aplicación de algoritmos evolutivos de descubrimiento de subgrupos en e-learning: un caso de estudio analizando cursos de Moodle

    Actas del V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados

  2. Multiple instance learning with genetic programming for Web mining

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