Introducing Parallelism In Power System Diagnosis. - Clemente Rodríguez; Javier Muguerza; José Ignacio Martín; Alberto Lafuente; Santiago Rementeria (PDP, 1994)

A modular neural network approach to fault diagnosis. - Clemente Rodríguez Lafuente; Santiago Rementeria; José Ignacio Martín; Alberto Lafuente; Javier Francisco Muguerza; Jesús M. Pérez (IEEE Trans. Neural Networks, 1996)

A two-stage classifier for broken and blurred digits in forms. - Clemente Rodríguez; Javier Muguerza; M. Navarro; A. Zárate; José Ignacio Martín; Jesús M. Pérez (ICPR, 1998)

Segmentation of low-quality typewritten digits. - Clemente Rodríguez; Javier Muguerza; M. Navarro; A. Zárate; José Ignacio Martín; Jesús M. Pérez (ICPR, 1998)

A Hierarchical Classifier for Multifont Digits. - Clemente Rodríguez; Javier Muguerza; M. Navarro; A. Zárate; José Ignacio Martín; Jesús M. Pérez (SSPR/SPR, 1998)

A New Cost Function for Typewritten Digits Segmentation. - Clemente Rodríguez; Javier Muguerza; M. Navarro; A. Zárate; José Ignacio Martín; Jesús M. Pérez (SSPR/SPR, 1998)

Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost. - Clemente Rodríguez Lafuente; Iratxe Soraluze Arriola; Javier Muguerza; José Ignacio Martín; Gonzalo Álvarez (Pattern Recognit., 2002)

Behavior of Consolidated Trees when using Resampling Techniques. - Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín (PRIS, 2004)

Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation. - Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín (ICAPR (1), 2005)

Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance. - Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín (ICAPR (1), 2005)

Consolidated Trees: An Analysis of Structural Convergence. - Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín (Selected Papers from AusDM, 2006)

Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one. - Ibai Gurrutxaga; Ander Ansuategi; Olatz Arbelaitz; Jesús M. Pérez; Javier Muguerza; José Ignacio Martín (ICDM (Posters), 2006)

CTC: An Alternative to Extract Explanation from Bagging. - Ibai Gurrutxaga; Jesús M. Pérez; Olatz Arbelaitz; Javier Muguerza; José Ignacio Martín; Ander Ansuategi (CAEPIA, 2007)

Combining multiple class distribution modified subsamples in a single tree. - Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín (Pattern Recognit. Lett., 2007)

Evaluation of Malware clustering based on its dynamic behaviour. - Ibai Gurrutxaga; Olatz Arbelaitz; Jesús M. Pérez; Javier Muguerza; José Ignacio Martín; Iñigo Perona (AusDM, 2008)

Service-independent payload analysis to improve intrusion detection in network traffic. - Iñigo Perona; Ibai Gurrutxaga; Olatz Arbelaitz; José Ignacio Martín; Javier Muguerza; Jesús M. Pérez (AusDM, 2008)

Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5. - Iñaki Albisua; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (CAEPIA, 2009)

Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees. - Iñigo Perona; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín; Javier Muguerza; Jesús M. Pérez (IADIS AC (1), 2009)

SIHC: A Stable Incremental Hierarchical Clustering Algorithm. - Ibai Gurrutxaga; Olatz Arbelaitz; José Ignacio Martín; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (ICEIS (2), 2009)

Consolidated trees versus bagging when explanation is required. - Jesús M. Pérez; Iñaki Albisua; Olatz Arbelaitz; Ibai Gurrutxaga; José Ignacio Martín; Javier Muguerza; Iñigo Perona (Computing, 2010)

SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index. - Ibai Gurrutxaga; Iñaki Albisua; Olatz Arbelaitz; José Ignacio Martín; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (Pattern Recognit., 2010)

Towards a standard methodology to evaluate internal cluster validity indices. - Ibai Gurrutxaga; Javier Muguerza; Olatz Arbelaitz; Jesús M. Pérez; José Ignacio Martín (Pattern Recognit. Lett., 2011)

Nintendo® DS projects to learn computer input-output. - Edurne Larraza-Mendiluze; Nestor Garay-Vitoria; José Ignacio Martín; Javier Muguerza; Txelo Ruiz-Vazquez; Iratxe Soraluze Arriola; Jose Francisco Lukas; Karlos Santiago (ITiCSE, 2012)

Game-Console-Based Projects for Learning the Computer Input/Output Subsystem. - Edurne Larraza-Mendiluze; Nestor Garay-Vitoria; José Ignacio Martín; Javier Muguerza; Txelo Ruiz-Vazquez; Iratxe Soraluze Arriola; Jose Francisco Lukas; Karlos Santiago (IEEE Trans. Educ., 2013)

A Hierarchical BCI System Able to Discriminate between Non Intentional Control State and Four Intentional Control Activities. - Julio Abascal; Andoni Arruti; José Ignacio Martín; Javier Muguerza (PhyCS, 2014)

Analysis of Introducing Active Learning Methodologies in a Basic Computer Architecture Course. - Olatz Arbelaitz; José Ignacio Martín; Javier Muguerza (IEEE Trans. Educ., 2015)

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. - Edurne Larraza-Mendiluze; Nestor Garay-Vitoria; Iratxe Soraluze Arriola; José Ignacio Martín; Javier Muguerza; Txelo Ruiz-Vazquez (ACM Trans. Comput. Educ., 2016)

A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine. - Raquel Martínez; Eloy Irigoyen; Andoni Arruti; José Ignacio Martín; Javier Muguerza (Comput. Methods Programs Biomed., 2017)

Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation. - 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 (Interacción, 2019)

Influence of the Environmental Hostility Level in an HCI System. - Mikel Perez-Frutos; Asier Salazar-Ramirez; Maria Luz Alvarez Gutierrez; Raquel Martínez; José Ignacio Martín; Andoni Arruti (Interacción, 2019)

A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis. - Raquel Martínez; Asier Salazar-Ramirez; Andoni Arruti; Eloy Irigoyen; José Ignacio Martín; Javier Muguerza (IEEE Access, 2019)

GSR signal database collected while solving 3D puzzles and relaxation responses labelled. - Raquel Martínez; Asier Salazar-Ramirez; Andoni Arruti; Eloy Irigoyen; José Ignacio Martín; Javier Muguerza (IEEE DataPort, 2022)