Publications by the researcher in collaboration with OLATZ ARBELAIZ GALLEGO (42)

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)

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. Generation of the database gurekddcup

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. Coverage-based resampling: Building robust consolidated decision trees

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

  2. 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

  3. Applying resampling methods for imbalanced datasets to not so imbalanced datasets

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

  4. The quest for the optimal class distribution: An approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets

    Progress in Artificial Intelligence, Vol. 2, Núm. 1, pp. 45-63

  5. Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it

    Expert Systems with Applications, Vol. 40, Núm. 18, pp. 7478-7491

2012

  1. Adaptation of the user navigation scheme using clustering and frequent pattern mining techiques for profiling

    KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval

  2. Enhancing a web usage mining based tourismwebsite adaptation with content information

    KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval

  3. Web usage mining for automatic link generation

    Proc. of the 10th Int. Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems, MSVVEIS 2012 and 1st Int. Workshop on , WEBI 2012,in Conj. with ICEIS 2012