Publications (15) IÑIGO MENDIALDUA BEITIA publications

2024

  1. Topological safeguard for evasion attack interpreting the neural networks’ behavior

    Pattern Recognition, Vol. 147

2023

  1. RANSAC for Robotic Applications: A Survey

    Sensors, Vol. 23, Núm. 1

2022

  1. Optimized Parameter Search Approach for Weight Modification Attack Targeting Deep Learning Models

    Applied Sciences (Switzerland), Vol. 12, Núm. 8

2021

  1. Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO

    International Journal of Machine Learning and Cybernetics, Vol. 12, Núm. 6, pp. 1721-1735

2019

  1. Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence

    IEEE Access, Vol. 7, pp. 183365-183382

2018

  1. On the use of matrix based representation to deal with automatic composer recognition

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

  2. Robots on stage: A cognitive framework for socially interacting robots

    Biologically Inspired Cognitive Architectures, Vol. 25, pp. 17-25

  3. Towards the use of similarity distances to music genre classification: A comparative study

    PLoS ONE, Vol. 13, Núm. 2

2016

  1. Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy

    Neurocomputing, Vol. 171, pp. 1576-1590

2015

  1. Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms

    Neurocomputing, Vol. 157, pp. 46-60

  2. Dynamic selection of the best base classifier in One versus One

    Knowledge-Based Systems, Vol. 85, pp. 298-306

2014

  1. New One VersusOneAll method: NOV@

    Expert Systems with Applications, Vol. 41, Núm. 14, pp. 6251-6260

2012

  1. Positive predictive value based dynamic K-nearest neighbor

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 59-68

2011

  1. K Nearest Neighbor Equality: Giving equal chance to all existing classes

    Information Sciences, Vol. 181, Núm. 23, pp. 5158-5168

2010

  1. Surrounding influenced k-nearest neighbors: A new distance based classifier

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