José Ignacio Martín

发表

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).

Using a Real Bare Machine in a Project-Based Learning Environment for Teaching Computer Structure: An Analysis of the Implementation Following the Action Research Model

Javier Muguerza, Iratxe Soraluze Arriola, Nestor Garay-Vitoria, 2016, TOCE.

A Hierarchical Classifier for Multifont Digits

Javier Muguerza, Jesús M. Pérez, Clemente Rodríguez Lafuente, 1998, SSPR/SPR.

Analysis of Introducing Active Learning Methodologies in a Basic Computer Architecture Course

Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, 2015, IEEE Transactions on Education.

Low frecuency spin excitations in unsaturated YIG films: correlation with magnetic domain structures

Robert Stamps, José Ignacio Martín, David S. Schmool, 2013 .

Behavior of Consolidated Trees when using Resampling Techniques

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

CTC: An Alternative to Extract Explanation from Bagging

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

Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5

Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, 2009, CAEPIA.

A Hierarchical BCI System Able to Discriminate between Non Intentional Control State and Four Intentional Control Activities

Javier Muguerza, Julio Abascal, José Ignacio Martín, 2014, PhyCS.

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

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

Combining multiple class distribution modified subsamples in a single tree

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

A modular neural network approach to fault diagnosis

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

Consolidated trees versus bagging when explanation is required

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

Introducing Parallelism In Power System Diagnosis

Javier Muguerza, Alberto Lafuente, Santiago Rementeria, 1994, Proceedings. Second Euromicro Workshop on Parallel and Distributed Processing.

Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2006, Industrial Conference on Data Mining - Posters.

Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation

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

A two-stage classifier for broken and blurred digits in forms

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

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

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

Nintendo® DS projects to learn computer input-output

Javier Muguerza, Iratxe Soraluze Arriola, Nestor Garay-Vitoria, 2012, ITiCSE '12.

Towards a standard methodology to evaluate internal cluster validity indices

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

SIHC: A Stable Incremental Hierarchical Clustering Algorithm

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2009, ICEIS.

A New Cost Function for Typewritten Digits Segmentation

Javier Muguerza, Jesús M. Pérez, Clemente Rodríguez Lafuente, 1998, SSPR/SPR.

Game-Console-Based Projects for Learning the Computer Input/Output Subsystem

Javier Muguerza, Iratxe Soraluze Arriola, Nestor Garay-Vitoria, 2013, IEEE Transactions on Education.

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

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

Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost

Gonzalo Álvarez, Javier Muguerza, Iratxe Soraluze Arriola, 2002, Pattern Recognit..

Evaluation of Malware clustering based on its dynamic behaviour

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

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..

Consolidated Trees: An Analysis of Structural Convergence

Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, 2006, Selected Papers from AusDM.