Publicacións (12)

¹ Publicaciones consideradas como producción del grupo

filter_list Artificial Intelligence

2025

  1. Polynomial Optimization: Tightening RLT-Based Branch-and-Bound Schemes with Conic Constraints

    Journal of Optimization Theory and Applications, Vol. 204, Núm. 1

2024

  1. A fresh look at mean-shift based modal clustering

    Advances in Data Analysis and Classification, Vol. 18, Núm. 4, pp. 1067-1095

  2. An Empirical Study on the Number of Items in Human Evaluation of Automatically Generated Texts

    Procesamiento del lenguaje natural, Núm. 72, pp. 45-55

2023

  1. Learning for Spatial Branching: An Algorithm Selection Approach

    INFORMS Journal on Computing, Vol. 35, Núm. 5, pp. 1024-1043

2022

  1. Assessment of the influence of features on a classification problem: An application to COVID-19 patients

    European Journal of Operational Research, Vol. 299, Núm. 2, pp. 631-641

2019

  1. An extensive experimental survey of regression methods

    Neural Networks, Vol. 111, pp. 11-34

  2. Sparse Matrix Classification on Imbalanced Datasets Using Convolutional Neural Networks

    IEEE Access, Vol. 7, pp. 82377-82389

2018

  1. A New Approach for Sparse Matrix Classification Based on Deep Learning Techniques

    Proceedings - IEEE International Conference on Cluster Computing, ICCC

2017

  1. Variable selection in Functional Additive Regression Models

    FUNCTIONAL STATISTICS AND RELATED FIELDS

2016

  1. Choice-based recommender systems

    CEUR Workshop Proceedings

2010

  1. Partially linear support vector machines applied to the prediction of mine slope movements

    Mathematical and Computer Modelling, Vol. 51, Núm. 3-4, pp. 206-215

2004

  1. Support vector machines and gradient boosting for graphical estimation of a slate deposit

    Stochastic Environmental Research and Risk Assessment, Vol. 18, Núm. 5, pp. 309-323