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ORCIDIbai Gurrutxaga
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2020 – today
- 2024
[c19]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: 61-70- 2023
- [j16]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, Iñigo Gabilondo:
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies. Neural Comput. Appl. 35(8): 5603-5617 (2023)
2010 – 2019
- 2018
- [j15]Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz:
UnPART: PART without the 'partial' condition of it. Inf. Sci. 465: 505-522 (2018) - 2017
- [j14]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) - [j13]José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza, Ainhoa Yera:
Solving Poisson's equation using FFT in a GPU cluster. J. Parallel Distributed Comput. 102: 28-36 (2017) - [j12]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: 42-48 (2017) - 2016
- [j11]Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz:
BFPART: Best-First PART. Inf. Sci. 367-368: 927-952 (2016) - 2015
- [j10]José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza:
Efficient 3D Transpositions in Graphics Processing Units. Int. J. Parallel Program. 43(5): 876-891 (2015) - [j9]Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz:
Coverage-based resampling: Building robust consolidated decision trees. Knowl. Based Syst. 79: 51-67 (2015) - [j8]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: 257-262 (2015) - [c18]José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza:
A Study of Memory Consumption and Execution Performance of the cuFFT Library. 3PGCIC 2015: 323-327 - 2013
- [j7]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): 7478-7491 (2013) - [j6]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): 45-63 (2013) - [j5]Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
An extensive comparative study of cluster validity indices. Pattern Recognit. 46(1): 243-256 (2013) - [c17]Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús Maria Pérez:
Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets. CAEPIA 2013: 111-120 - 2012
- [c16]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: 187-192 - [c15]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: 287-292 - 2011
- [j4]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): 505-515 (2011) - [c14]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: 74-83 - [c13]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: 413-422 - 2010
- [j3]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): 113-145 (2010) - [j2]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): 3364-3373 (2010)
2000 – 2009
- 2009
- [c12]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: 101-110 - [c11]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: 11-18 - [c10]Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona:
SIHC: A Stable Incremental Hierarchical Clustering Algorithm. ICEIS (2) 2009: 300-304 - 2008
- [c9]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: 163-170 - [c8]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: 171-178 - 2007
- [j1]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): 414-422 (2007) - [c7]Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, Ander Ansuategi:
CTC: An Alternative to Extract Explanation from Bagging. CAEPIA 2007: 90-99 - 2006
- [c6]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: 6-18 - [p1]Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín:
Consolidated Trees: An Analysis of Structural Convergence. Selected Papers from AusDM 2006: 39-52 - 2005
- [c5]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: 99-107 - [c4]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: 381-389 - 2004
- [c3]Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga:
Consolidated Tree Construction Algorithm: Structurally Steady Trees. ICEIS (2) 2004: 14-21 - [c2]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: 79-88 - [c1]Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín:
Behavior of Consolidated Trees when using Resampling Techniques. PRIS 2004: 139-148
Coauthor Index
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