Ibai Gurrutxaga

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 7

Top Topics

Poisson Distribution

Fusion Strategies

Disease Progression

Top Venues

Knowl. Based Syst.

Expert Syst. J. Knowl. Eng.

Publications

Maitane Martinez-Eguiluz, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, Juan Carlos Gomez-Esteban, Ane Murueta-Goyena, Iñigo Gabilondo
Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning. CAEPIA (2024)
Maitane Martinez-Eguiluz, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Iñigo Perona, Ane Murueta-Goyena, Marian Acera, Rocio Del Pino, Beatriz Tijero, Juan Carlos Gomez-Esteban, Inigo Gabilondo
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies. Neural Comput. Appl. 35 (8) (2023)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
UnPART: PART without the 'partial' condition of it. Inf. Sci. 465 (2018)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga
CT ;lt;DT>: Extending the application of the consolidation methodology even further. Expert Syst. J. Knowl. Eng. 34 (5) (2017)
José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza, Ainhoa Yera
Solving Poisson's equation using FFT in a GPU cluster. J. Parallel Distributed Comput. 102 (2017)
Ainhoa Yera, Olatz Arbelaitz, José Luis Jodrá, Ibai Gurrutxaga, Jesús M. Pérez, Javier Muguerza
Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation. Pattern Recognit. Lett. 85 (2017)
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
BFPART: Best-First PART. Inf. Sci. (2016)
José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza
Efficient 3D Transpositions in Graphics Processing Units. Int. J. Parallel Program. 43 (5) (2015)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67]. Knowl. Based Syst. 90 (2015)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Coverage-based resampling: Building robust consolidated decision trees. Knowl. Based Syst. 79 (2015)
José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza
A Study of Memory Consumption and Execution Performance of the cuFFT Library. 3PGCIC (2015)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets. Prog. Artif. Intell. 2 (1) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
An extensive comparative study of cluster validity indices. Pattern Recognit. 46 (1) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús Maria Pérez, Iñigo Perona
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it. Expert Syst. Appl. 40 (18) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús Maria Pérez
Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets. CAEPIA (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. KDIR (2012)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. KDIR (2012)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems. CAEPIA (2011)
Ibai Gurrutxaga, Javier Muguerza, Olatz Arbelaitz, Jesús M. Pérez, José Ignacio Martín
Towards a standard methodology to evaluate internal cluster validity indices. Pattern Recognit. Lett. 32 (3) (2011)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Iñigo Perona
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information. CAEPIA (2011)
Ibai Gurrutxaga, Iñaki Albisua, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index. Pattern Recognit. 43 (10) (2010)
Jesús M. Pérez, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Iñigo Perona
Consolidated trees versus bagging when explanation is required. Computing 89 (3-4) (2010)
Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
SIHC: A Stable Incremental Hierarchical Clustering Algorithm. ICEIS (2) (2009)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. CAEPIA (2009)
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez
Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees. IADIS AC (1) (2009)
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín, Iñigo Perona
Evaluation of Malware clustering based on its dynamic behaviour. AusDM (2008)
Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez
Service-independent payload analysis to improve intrusion detection in network traffic. AusDM (2008)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Combining multiple class distribution modified subsamples in a single tree. Pattern Recognit. Lett. 28 (4) (2007)
Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, Ander Ansuategi
CTC: An Alternative to Extract Explanation from Bagging. CAEPIA (2007)
Ibai Gurrutxaga, Ander Ansuategi, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín
Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one. ICDM (Posters) (2006)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation. ICAPR (1) (2005)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance. ICAPR (1) (2005)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Behavior of Consolidated Trees when using Resampling Techniques. PRIS (2004)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
Consolidated Tree Construction Algorithm: Structurally Steady Trees. ICEIS (2) (2004)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
A new algorithm to build consolidated trees: study of the error rate and steadiness. Intelligent Information Systems (2004)