José Ignacio Martín

Publication Activity (10 Years)

Years Active: 1994-2019
Publications (10 Years): 5

Top Topics

Noise Cancellation

Data Envelopment Analysis

Top Venues

IEEE Trans. Educ.

Comput. Methods Programs Biomed.

Publications

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
Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation. Interacción (2019)
Mikel Perez-Frutos, Asier Salazar-Ramirez, Maria Luz Alvarez Gutierrez, Raquel Martínez, José Ignacio Martín, Andoni Arruti
Influence of the Environmental Hostility Level in an HCI System. Interacción (2019)
Raquel Martínez, Asier Salazar-Ramirez, Andoni Arruti, Eloy Irigoyen, José Ignacio Martín, Javier Muguerza
A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis. IEEE Access 7 (2019)
Raquel Martínez, Eloy Irigoyen, Andoni Arruti, José Ignacio Martín, Javier Muguerza
A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine. Comput. Methods Programs Biomed. 148 (2017)
Edurne Larraza-Mendiluze, Nestor Garay-Vitoria, Iratxe Soraluze Arriola, José Ignacio Martín, Javier Muguerza, Txelo Ruiz-Vazquez
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. 16 (3) (2016)
Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza
Analysis of Introducing Active Learning Methodologies in a Basic Computer Architecture Course. IEEE Trans. Educ. 58 (2) (2015)
Julio Abascal, Andoni Arruti, José Ignacio Martín, Javier Muguerza
A Hierarchical BCI System Able to Discriminate between Non Intentional Control State and Four Intentional Control Activities. PhyCS (2014)
Edurne Larraza-Mendiluze, Nestor Garay-Vitoria, José Ignacio Martín, Javier Muguerza, Txelo Ruiz-Vazquez, Iratxe Soraluze Arriola, Jose Francisco Lukas, Karlos Santiago
Game-Console-Based Projects for Learning the Computer Input/Output Subsystem. IEEE Trans. Educ. 56 (4) (2013)
Edurne Larraza-Mendiluze, Nestor Garay-Vitoria, José Ignacio Martín, Javier Muguerza, Txelo Ruiz-Vazquez, Iratxe Soraluze Arriola, Jose Francisco Lukas, Karlos Santiago
Nintendo® DS projects to learn computer input-output. ITiCSE (2012)
Ibai Gurrutxaga, Javier Muguerza, Olatz Arbelaitz, Jesús M. Pérez, José Ignacio Martín
Towards a standard methodology to evaluate internal cluster validity indices. Pattern Recognit. Lett. 32 (3) (2011)
Ibai Gurrutxaga, Iñaki Albisua, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index. Pattern Recognit. 43 (10) (2010)
Jesús M. Pérez, Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Iñigo Perona
Consolidated trees versus bagging when explanation is required. Computing 89 (3-4) (2010)
Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
SIHC: A Stable Incremental Hierarchical Clustering Algorithm. ICEIS (2) (2009)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. CAEPIA (2009)
Iñigo Perona, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez
Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees. IADIS AC (1) (2009)
Ibai Gurrutxaga, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín, Iñigo Perona
Evaluation of Malware clustering based on its dynamic behaviour. AusDM (2008)
Iñigo Perona, Ibai Gurrutxaga, Olatz Arbelaitz, José Ignacio Martín, Javier Muguerza, Jesús M. Pérez
Service-independent payload analysis to improve intrusion detection in network traffic. AusDM (2008)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Combining multiple class distribution modified subsamples in a single tree. Pattern Recognit. Lett. 28 (4) (2007)
Ibai Gurrutxaga, Jesús M. Pérez, Olatz Arbelaitz, Javier Muguerza, José Ignacio Martín, Ander Ansuategi
CTC: An Alternative to Extract Explanation from Bagging. CAEPIA (2007)
Ibai Gurrutxaga, Ander Ansuategi, Olatz Arbelaitz, Jesús M. Pérez, Javier Muguerza, José Ignacio Martín
Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one. ICDM (Posters) (2006)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation. ICAPR (1) (2005)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance. ICAPR (1) (2005)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
Behavior of Consolidated Trees when using Resampling Techniques. PRIS (2004)
Clemente Rodríguez Lafuente, Iratxe Soraluze Arriola, Javier Muguerza, José Ignacio Martín, Gonzalo Álvarez
Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost. Pattern Recognit. 35 (12) (2002)
Clemente Rodríguez, Iratxe Soraluze Arriola, Javier Muguerza, José Ignacio Martín, Gonzalo Álvarez
Hierarchical Classifiers based on Neighbourhood Criteria with Adaptive Computational Cost. PRIS (2001)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
A Hierarchical Classifier for Multifont Digits. SSPR/SPR (1998)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
A New Cost Function for Typewritten Digits Segmentation. SSPR/SPR (1998)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
Segmentation of low-quality typewritten digits. ICPR (1998)
Clemente Rodríguez, Javier Muguerza, M. Navarro, A. Zárate, José Ignacio Martín, Jesús M. Pérez
A two-stage classifier for broken and blurred digits in forms. ICPR (1998)
Clemente Rodríguez Lafuente, Santiago Rementeria, José Ignacio Martín, Alberto Lafuente, Javier Francisco Muguerza, Jesús M. Pérez
A modular neural network approach to fault diagnosis. IEEE Trans. Neural Networks 7 (2) (1996)
Clemente Rodríguez, Javier Muguerza, José Ignacio Martín, Alberto Lafuente, Santiago Rementeria
Introducing Parallelism In Power System Diagnosis. PDP (1994)