Publicacións (12) Publicacións nas que participase algún/ha investigador/a Ver datos de investigación referenciados.

filter_list Artificial Intelligence

2024

  1. Closed-Form Gaussian Spread Estimation for Small and Large Support Vector Classification

    IEEE Transactions on Neural Networks and Learning Systems

2023

  1. A New Query Expansion Algorithm for Enriching the AGROVOC Vocabulary

    Lecture Notes in Networks and Systems

2022

  1. Fast Support Vector Classification for Large-Scale Problems

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 10, pp. 6184-6195

  2. Ideal kernel tuning: Fast and scalable selection of the radial basis kernel spread for support vector classification

    Neurocomputing, Vol. 489, pp. 1-8

  3. Quick extreme learning machine for large-scale classification

    Neural Computing and Applications, Vol. 34, Núm. 8, pp. 5923-5938

2021

  1. Extreme learning machine with confidence interval based bias initialization

    2021 2nd International Conference on Intelligent Data Science Technologies and Applications, IDSTA 2021

  2. Fast SVC for large-scale classification problems

    IEEE Transactions on Pattern Analysis and Machine Intelligence

2020

  1. Gender perspective in Artificial Intelligence (AI)

    ACM International Conference Proceeding Series

2019

  1. An extensive experimental survey of regression methods

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

2017

  1. A new synonym-substitution method to enrich the human phenotype ontology

    BMC Bioinformatics, Vol. 18, Núm. 1

2014

  1. Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation

    Neural Networks, Vol. 50, pp. 60-71

  2. Do we need hundreds of classifiers to solve real world classification problems?

    Journal of Machine Learning Research, Vol. 15, pp. 3133-3181