Ibai Gurrutxaga

37 papers Misc 2Journal 16Unranked 18

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