José Ignacio Martín

32 papers B 3C 1Misc 2Journal 11Unranked 14
YearRankTypeTitle / Venue / Authors
2019 J jnl
A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis.
IEEE Access
Raquel Martínez, Asier Salazar-Ramirez, Andoni Arruti, Eloy Irigoyen, José Ignacio Martín, Javier Muguerza
2019 — conf
Influence of the Environmental Hostility Level in an HCI System.
Interacción
Mikel Perez-Frutos, Asier Salazar-Ramirez, Maria Luz Alvarez Gutierrez, Raquel Martínez, José Ignacio Martín, Andoni Arruti
2019 — conf
Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation.
Interacción
Nestor Garay-Vitoria, Andoni Arruti, José Ignacio Martín, Javier Muguerza, Ainara Garzo, Erik Hernández, Ainhoa Álvarez, Jon Arambarri, Pedro M. Paz-Alonso, Manuel Carreiras, Ander Ramos-Murguialday
2017 J jnl
A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine.
Comput. Methods Programs Biomed.
Raquel Martínez, Eloy Irigoyen, Andoni Arruti, José Ignacio Martín, Javier Muguerza
2016 J jnl
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.
ACM Trans. Comput. Educ.
Edurne Larraza-Mendiluze, Nestor Garay-Vitoria, Iratxe Soraluze Arriola, José Ignacio Martín, Javier Muguerza, Txelo Ruiz-Vazquez
2015 J jnl
Analysis of Introducing Active Learning Methodologies in a Basic Computer Architecture Course.
IEEE Trans. Educ.
Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza
2014 — conf
A Hierarchical BCI System Able to Discriminate between Non Intentional Control State and Four Intentional Control Activities.
PhyCS
Julio Abascal, Andoni Arruti, José Ignacio Martín, Javier Muguerza
2013 J jnl
Game-Console-Based Projects for Learning the Computer Input/Output Subsystem.
IEEE Trans. Educ.
Edurne Larraza-Mendiluze, Nestor Garay-Vitoria, José Ignacio Martín, Javier Muguerza, Txelo Ruiz-Vazquez, Iratxe Soraluze Arriola, Jose Francisco Lukas, Karlos Santiago
2012 B conf
Nintendo® DS projects to learn computer input-output.
ITiCSE
Edurne Larraza-Mendiluze, Nestor Garay-Vitoria, José Ignacio Martín, Javier Muguerza, Txelo Ruiz-Vazquez, Iratxe Soraluze Arriola, Jose Francisco Lukas, Karlos Santiago
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
Behavior of Consolidated Trees when using Resampling Techniques.
PRIS
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
2002 J jnl
Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost.
Pattern Recognit.
Clemente Rodríguez Lafuente, Iratxe Soraluze Arriola, Javier Muguerza, José Ignacio Martín, Gonzalo Álvarez
2001 — conf
Hierarchical Classifiers based on Neighbourhood Criteria with Adaptive Computational Cost.
PRIS
Clemente Rodríguez, Iratxe Soraluze Arriola, Javier Muguerza, José Ignacio Martín, Gonzalo Álvarez
1998 — conf
A Hierarchical Classifier for Multifont Digits.
SSPR/SPR
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
1998 — conf
A New Cost Function for Typewritten Digits Segmentation.
SSPR/SPR
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
1998 B conf
A two-stage classifier for broken and blurred digits in forms.
ICPR
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
1998 B conf
Segmentation of low-quality typewritten digits.
ICPR
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
1996 J jnl
A modular neural network approach to fault diagnosis.
IEEE Trans. Neural Networks
Clemente Rodríguez Lafuente, Santiago Rementeria, José Ignacio Martín, Alberto Lafuente, Javier Francisco Muguerza, Jesús M. Pérez
1994 C conf
Introducing Parallelism In Power System Diagnosis.
PDP
Clemente Rodríguez, Javier Muguerza, José Ignacio Martín, Alberto Lafuente, Santiago Rementeria