Jesús M. Pérez

发表

Memory efficient belief propagation for high-definition real-time stereo matching systems

Pablo Sánchez Espeso, Marcos Martinez, Jesús M. Pérez, 2010, Electronic Imaging.

An update of the J48Consolidated WEKA’s class: CTC algorithm enhanced with the notion of coverage

Ibai Gurrutxaga, Igor Ibarguren, Jesús M. Pérez, 2016 .

BFPART: Best-First PART

Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, 2016, Inf. Sci..

Implementation of UMTS Protocol Layers for the Radio Access Interface

Javier Poncela-González, José T. Entrambasaguas, Jesús M. Pérez, 2002, SAM.

J48Consolidated: an implementation of CTC algorithm for WEKA

Ibai Gurrutxaga, Jesús M. Pérez, Fernando Lozano, 2016 .

PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability

Olatz Arbelaitz, Javier Muguerza, Ainhoa Yera, 2021, Inf. Sci..

Parallel implementations of CTC based on OpenMP and MPI

Jesús M. Pérez, J. Muguerza, O. Arbelaitz, 2007 .

Generation of the database gurekddcup

Ibai Gurrutxaga, Iñigo Perona, Jesús M. Pérez, 2017 .

A Navigation-log based Web Mining Application to Profile the Interests of Users Accessing the Web of Bidasoa Turismo

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2013 .

Histogram based payload processing for unsupervised anomaly detection systems in network intrusion

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2009 .

Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2017, Pattern Recognit. Lett..

Consolidated trees versus bagging when explanation is required

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2010, Computing.

An extensive comparative study of cluster validity indices

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2013, Pattern Recognit..

Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2009, IADIS AC.

Service-independent payload analysis to improve intrusion detection in network traffic

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2008, AusDM.

C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2011, CAEPIA.

SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2010, Pattern Recognit..

CTC: An Alternative to Extract Explanation from Bagging

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2007, CAEPIA.

Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2005, ICAPR.

Coverage-based resampling: Building robust consolidated decision trees

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2015, Knowl. Based Syst..

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

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2013, Progress in Artificial Intelligence.

The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets

Rachel Harrison, Javier Muguerza, Jesús M. Pérez, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Segmentation of low-quality typewritten digits

Javier Muguerza, Jesús M. Pérez, Clemente Rodríguez Lafuente, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

A modular neural network approach to fault diagnosis

Javier Muguerza, Jesús M. Pérez, Alberto Lafuente, 1996, IEEE Trans. Neural Networks.

Fault analysis with modular neural networks

Javier Muguerza, J. Perez, José I. Martín, 1996 .

Combining multiple class distribution modified subsamples in a single tree

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2007, Pattern Recognit. Lett..

Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2013, CAEPIA.

Towards a standard methodology to evaluate internal cluster validity indices

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2011, Pattern Recognit. Lett..

Web Usage Mining for Automatic Link Generation

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2016 .

THE EFFECT OF THE USED RESAMPLING TECHNIQUE AND NUMBER OF SAMPLES IN CONSOLIDATED TREES' CONSTRUCTION ALGORITHM

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2006 .

Consolidated Tree Construction Algorithm: Structurally Steady Trees

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2004, ICEIS.

A new algorithm to build consolidated trees: study of the error rate and steadiness

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2004, Intelligent Information Systems.