Publicaciones en colaboración con investigadores/as de Universidad del País Vasco/Euskal Herriko Unibertsitatea (41)

2024

  1. Unsupervised Anomaly Detection Approach for Cyberattack Identification

    International Journal of Machine Learning and Cybernetics

2023

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

    Applied Soft Computing, Vol. 148

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

    BMC Bioinformatics, Vol. 21, Núm. 1

  2. Predictive maintenance on the machining process and machine tool

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

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

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

2019

  1. 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

  2. Identifying extreme observations, outliers and noise in clinical and genetic data

    Current Bioinformatics, Vol. 11, Núm. 3

  3. Weighted distance based discriminant analysis: The r package weDiBaDis

    R Journal, Vol. 8, Núm. 2, pp. 435-454

2014

  1. Development of a prediction model for fatal and non-fatal coronary heart disease and cardiovascular disease in patients with newly diagnosed type 2 diabetes mellitus: The Basque Country Prospective Complications and Mortality Study risk engine (BASCORE)

    Diabetologia, Vol. 57, Núm. 11, pp. 2324-2333

  2. Towards application of one-class classification methods to medical data

    The Scientific World Journal, Vol. 2014