Publications (47) ITZIAR IRIGOYEN GARBIZU publications

2024

  1. Unsupervised Anomaly Detection Approach for Cyberattack Identification

    International Journal of Machine Learning and Cybernetics, Vol. 15, Núm. 11, pp. 5291-5302

2023

  1. Fuzzy classification with distance-based depth prototypes: High-dimensional unsupervised and/or supervised problems

    Applied Soft Computing, Vol. 148

  2. Synthetic Outlier Generation for Anomaly Detection in Autonomous Driving

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

2022

  1. New Distance-Based approach for Genome-Wide Association Studies

    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 19, Núm. 5, pp. 2938-2949

  2. dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns

    R Journal, Vol. 14, Núm. 3, pp. 80-94

2021

  1. Quantitative analysis of robot gesticulation behavior

    Autonomous Robots, Vol. 45, Núm. 1, pp. 175-189

  2. Which gesture generator performs better?

    Proceedings - IEEE International Conference on Robotics and Automation

2020

  1. Genome-Wide Association Studies:: a distance-based approach

    Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain

  2. ORdensity: User-friendly R package to identify differentially expressed genes

    BMC Bioinformatics, Vol. 21, Núm. 1

  3. Predictive maintenance on the machining process and machine tool

    Applied Sciences (Switzerland), Vol. 10, Núm. 1

  4. Proceedings of the 35th International Workshop on Statistical Modelling : July 20-24, 2020 Bilbao, Basque Country, Spain lit. ed.

    Servicio Editorial = Argitalpen Zerbitzua

  5. Using common spatial patterns to select relevant pixels for video activity recognition

    Applied Sciences (Switzerland), Vol. 10, Núm. 22, pp. 1-16

2019

  1. Ilra: Novelty detection in face-based intervener re-identification

    Symmetry, Vol. 11, Núm. 9

  2. Spontaneous talking gestures using Generative Adversarial Networks

    Robotics and Autonomous Systems, Vol. 114, pp. 57-65

2018

  1. A statistical data-based approach to instability detection and wear prediction in radial turning processes

    Eksploatacja i Niezawodnosc, Vol. 20, Núm. 3, pp. 405-412

  2. Identification of differentially expressed genes by means of outlier detection

    BMC bioinformatics, Vol. 19, Núm. 1, pp. 317

  3. Instability detection on a radial turning process for superalloys

    Advances in Intelligent Systems and Computing

  4. Time series forecasting in turning processes using ARIMA model

    Studies in Computational Intelligence (Springer Verlag), pp. 157-166

2017

  1. Extreme observations in biomedical data

    Trends in Mathematics (Springer International Publishing), pp. 3-8

2016

  1. Diagnosis using clinical/pathological and molecular information

    Statistical Methods in Medical Research, Vol. 25, Núm. 6, pp. 2878-2894