关注
Ibai Gurrutxaga
标题
引用次数
引用次数
年份
An extensive comparative study of cluster validity indices
O Arbelaitz, I Gurrutxaga, J Muguerza, JM Pérez, I Perona
Pattern recognition 46 (1), 243-256, 2013
14722013
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index
I Gurrutxaga, I Albisua, O Arbelaitz, JI Martín, J Muguerza, JM Pérez, ...
Pattern Recognition 43 (10), 3364-3373, 2010
1222010
Towards a standard methodology to evaluate internal cluster validity indices
I Gurrutxaga, J Muguerza, O Arbelaitz, JM Pérez, JI Martín
Pattern Recognition Letters 32 (3), 505-515, 2011
922011
Combining multiple class distribution modified subsamples in a single tree
JM Pérez, J Muguerza, O Arbelaitz, I Gurrutxaga, JI Martín
Pattern Recognition Letters 28 (4), 414-422, 2007
722007
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it
O Arbelaitz, I Gurrutxaga, A Lojo, J Muguerza, JM Pérez, I Perona
Expert Systems with applications 40 (18), 7478-7491, 2013
662013
Coverage-based resampling: Building robust consolidated decision trees
I Ibarguren, JM Pérez, J Muguerza, I Gurrutxaga, O Arbelaitz
Knowledge-Based Systems 79, 51-67, 2015
622015
Consolidated tree classifier learning in a car insurance fraud detection domain with class imbalance
JM Pérez, J Muguerza, O Arbelaitz, I Gurrutxaga, JI Martín
Pattern Recognition and Data Mining: Third International Conference on …, 2005
622005
Service-independent payload analysis to improve intrusion detection in network traffic
I Perona, I Gurrutxaga, O Arbelaitz, JI Martín, J Muguerza, JM Pérez
Proceedings of the 7th Australasian Data Mining Conference-Volume 87, 171-178, 2008
492008
The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets
I Albisua, O Arbelaitz, I Gurrutxaga, A Lasarguren, J Muguerza, JM Pérez
Progress in Artificial Intelligence 2, 45-63, 2013
362013
Evaluation of malware clustering based on its dynamic behaviour
I Gurrutxaga, O Arbelaitz, JM Perez, J Muguerza, JI Martin, I Perona
Proceedings of the 7th Australasian Data Mining Conference-Volume 87, 163-170, 2008
312008
A new algorithm to build consolidated trees: study of the error rate and steadiness
JM Pérez, J Muguerza, O Arbelaitz, I Gurrutxaga
Intelligent Information Processing and Web Mining: Proceedings of the …, 2004
212004
Bfpart: Best-first part
I Ibarguren, A Lasarguren, JM Pérez, J Muguerza, I Gurrutxaga, ...
Information Sciences 367, 927-952, 2016
202016
Efficient 3D transpositions in graphics processing units
JL Jodra, I Gurrutxaga, J Muguerza
International Journal of Parallel Programming 43 (5), 876-891, 2015
202015
Diagnostic classification of Parkinson’s disease based on non-motor manifestations and machine learning strategies
M Martinez-Eguiluz, O Arbelaitz, I Gurrutxaga, J Muguerza, I Perona, ...
Neural Computing and Applications 35 (8), 5603-5617, 2023
172023
Applying resampling methods for imbalanced datasets to not so imbalanced datasets
O Arbelaitz, I Gurrutxaga, J Muguerza, JM Pérez
Advances in Artificial Intelligence: 15th Conference of the Spanish …, 2013
142013
Sihc: A stable incremental hierarchical clustering algorithm
I Gurrutxaga, O Arbelaitz, JI Martín, J Muguerza, JM Pérez, I Perona
International Conference on Enterprise Information Systems 1, 300-304, 2009
142009
Consolidated trees versus bagging when explanation is required
JM Pérez, I Albisua, O Arbelaitz, I Gurrutxaga, JI Martín, J Muguerza, ...
Computing 89, 113-145, 2010
132010
Obtaining optimal class distribution for decision trees: comparative analysis of CTC and C4. 5
I Albisua, O Arbelaitz, I Gurrutxaga, JI Martín, J Muguerza, JM Pérez, ...
Current Topics in Artificial Intelligence: 13th Conference of the Spanish …, 2010
132010
Solving Poisson’s equation using FFT in a GPU cluster
JL Jodra, I Gurrutxaga, J Muguerza, A Yera
Journal of Parallel and Distributed Computing 102, 28-36, 2017
112017
Generation of the database gurekddcup
I Perona, O Arbelaitz, I Gurrutxaga, JI Martın, J Muguerza, JM Perez
Department of Education, Universities and Research of the Basque Government, 2017
102017
系统目前无法执行此操作,请稍后再试。
文章 1–20