Publications (50) IBAI GURRUTXAGA GOIKOETXEA publications

filter_list

2025

  1. Comparison of Machine Learning Algorithms to Predict Down Syndrome During the Screening of the First Trimester of Pregnancy

    Applied Sciences (Switzerland), Vol. 15, Núm. 10

2024

  1. Machine Learning for Prediction of Cognitive Deterioration in Patients with Early Parkinson’s Disease

    Applied Sciences (Switzerland), Vol. 14, Núm. 18

  2. Predicting Parkinson’s Disease Progression: Analyzing Prodromal Stages Through Machine Learning

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

  3. Survival Stacking Ensemble Model for Lung Cancer Risk Prediction

    Studies in health technology and informatics, Vol. 321, pp. 155-159

2023

  1. Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies

    Neural Computing and Applications, Vol. 35, Núm. 8, pp. 5603-5617

  2. Sexuaren eragina Parkinsonen gaixotasunaren lehenengo faseetan, adierazpen ez-motorretan eta ikasketa automatikoan oinarrituta

    Ingeniaritza eta arkitektura: V. Ikergazte Nazioarteko Ikerketa Euskaraz. 2023eko maitzaren 17, 18 eta 19 Donostia, Euskal Herria.

2018

  1. UnPART: PART without the ‘partial’ condition of it

    Information Sciences, Vol. 465, pp. 505-522

2017

  1. Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation

    Pattern Recognition Letters, Vol. 85, pp. 42-48

  2. CT <DT>: Extending the application of the consolidation methodology even further

    Expert Systems, Vol. 34, Núm. 5

  3. Generation of the database gurekddcup

  4. Solving Poisson's equation using FFT in a GPU cluster

    Journal of Parallel and Distributed Computing, Vol. 102, pp. 28-36

2016

  1. An update of the J48Consolidated WEKA’s class: CTC algorithm enhanced with the notion of coverage

  2. BFPART: Best-First PART

    Information Sciences, Vol. 367-368, pp. 927-952

  3. J48Consolidated: an implementation of CTC algorithm for WEKA

2015

  1. A Study of Memory Consumption and Execution Performance of the cuFFT Library

    Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015

  2. Coverage-based resampling: Building robust consolidated decision trees

    Knowledge-Based Systems, Vol. 79, pp. 51-67

  3. Efficient 3D Transpositions in Graphics Processing Units

    International Journal of Parallel Programming, Vol. 43, Núm. 5, pp. 876-891

  4. Erratum: Coverage-based resampling: Building robust consolidated decision trees (Knowledge-Based Systems (2015) 79 (51-67))

    Knowledge-Based Systems

2013

  1. A Navigation-log based Web Mining Application to Profile the Interests of Users Accessing the Web of Bidasoa Turismo

    ENTER Short Papers, Vol. 4

  2. An extensive comparative study of cluster validity indices

    Pattern Recognition, Vol. 46, Núm. 1, pp. 243-256