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)

Consolidated Tree Construction Algorithm: Structurally Steady Trees. - Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga (ICEIS (2), 2004)

A new algorithm to build consolidated trees: study of the error rate and steadiness. - Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga (Intelligent Information Systems, 2004)

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)

C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems. - Iñaki Albisua; Olatz Arbelaitz; Ibai Gurrutxaga; Javier Muguerza; Jesús M. Pérez (CAEPIA, 2011)

SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information. - Olatz Arbelaitz; Ibai Gurrutxaga; Aizea Lojo; Javier Muguerza; Iñigo Perona (CAEPIA, 2011)

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)

Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. - Olatz Arbelaitz; Ibai Gurrutxaga; Aizea Lojo; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (KDIR, 2012)

Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. - Olatz Arbelaitz; Ibai Gurrutxaga; Aizea Lojo; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (KDIR, 2012)

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)

Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets. - Olatz Arbelaitz; Ibai Gurrutxaga; Javier Muguerza; Jesús Maria Pérez (CAEPIA, 2013)

Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it. - Olatz Arbelaitz; Ibai Gurrutxaga; Aizea Lojo; Javier Muguerza; Jesús Maria Pérez; Iñigo Perona (Expert Syst. Appl., 2013)

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; Aritz Lasarguren; Javier Muguerza; Jesús M. Pérez (Prog. Artif. Intell., 2013)

An extensive comparative study of cluster validity indices. - Olatz Arbelaitz; Ibai Gurrutxaga; Javier Muguerza; Jesús M. Pérez; Iñigo Perona (Pattern Recognit., 2013)

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)

Global versus modular link prediction approach for discapnet: website focused to visually impaired people. - Olatz Arbelaitz; Aizea Lojo; Javier Muguerza; Iñigo Perona (FedCSIS, 2014)

Recent Memory and Performance Improvements in Octopus Code. - Joseba Alberdi-Rodriguez; Micael J. T. Oliveira; Pablo García-Risueño; Fernando Nogueira; Javier Muguerza; Agustin Arruabarrena; Angel Rubio (ICCSA (4), 2014)

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)

A survey of the parallel performance and accuracy of Poisson solvers for electronic structure calculations. - Pablo García-Risueño; Joseba Alberdi-Rodriguez; Micael J. T. Oliveira; Xavier Andrade; Michael Pippig; Javier Muguerza; Agustin Arruabarrena; Angel Rubio (J. Comput. Chem., 2014)

A Study of Memory Consumption and Execution Performance of the cuFFT Library. - José Luis Jodrá; Ibai Gurrutxaga; Javier Muguerza (3PGCIC, 2015)

CTCHAID: Extending the Application of the Consolidation Methodology. - Igor Ibarguren; Jesús Maria Pérez; Javier Muguerza (EPIA, 2015)

Efficient 3D Transpositions in Graphics Processing Units. - José Luis Jodrá; Ibai Gurrutxaga; Javier Muguerza (Int. J. Parallel Program., 2015)

Coverage-based resampling: Building robust consolidated decision trees. - Igor Ibarguren; Jesús M. Pérez; Javier Muguerza; Ibai Gurrutxaga; Olatz Arbelaitz (Knowl. Based Syst., 2015)

Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67]. - Igor Ibarguren; Jesús M. Pérez; Javier Muguerza; Ibai Gurrutxaga; Olatz Arbelaitz (Knowl. Based Syst., 2015)

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

BFPART: Best-First PART. - Igor Ibarguren; Aritz Lasarguren; Jesús M. Pérez; Javier Muguerza; Ibai Gurrutxaga; Olatz Arbelaitz (Inf. Sci., 2016)

Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people. - Olatz Arbelaitz; Aizea Lojo; Javier Muguerza; Iñigo Perona (J. Assoc. Inf. Sci. Technol., 2016)

User modeling in a social network for cognitively disabled people. - Olatz Arbelaitz; José María Martínez-Otzeta; Javier Muguerza (J. Assoc. Inf. Sci. Technol., 2016)

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)

eGovernAbility: Marco para el desarrollo de servicios personalizables accesibles en la Administración electrónica. - Paloma Martínez Fernández; Lourdes Moreno 001; Julio Abascal; Javier Muguerza (Proces. del Leng. Natural, 2016)

The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets. - Igor Ibarguren; Jesús M. Pérez; Javier Muguerza; Daniel Rodríguez 001; Rachel Harrison (CEC, 2017)

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)

CT ;lt;DT>: Extending the application of the consolidation methodology even further. - Igor Ibarguren; Jesús M. Pérez; Javier Muguerza; Ibai Gurrutxaga (Expert Syst. J. Knowl. Eng., 2017)

Solving Poisson's equation using FFT in a GPU cluster. - José Luis Jodrá; Ibai Gurrutxaga; Javier Muguerza; Ainhoa Yera (J. Parallel Distributed Comput., 2017)

Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation. - Ainhoa Yera; Olatz Arbelaitz; José Luis Jodrá; Ibai Gurrutxaga; Jesús M. Pérez; Javier Muguerza (Pattern Recognit. Lett., 2017)

Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques. - Ainhoa Yera; Iñigo Perona; Olatz Arbelaitz; Javier Muguerza (CAEPIA, 2018)

Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard. - Ainhoa Yera; Javier Muguerza; Olatz Arbelaitz; Iñigo Perona; Richard Keers; Darren Ashcroft; Richard Williams 001; Niels Peek; Caroline Jay; Markel Vigo (DH, 2018)

An IoT sensor network to model occupancy profiles for energy usage simulation tools. - Unai Saralegui; Miguel Ángel Antón; Olatz Arbelaitz; Javier Muguerza (GIoTS, 2018)

Support resource based on standards for accessible e-Government transactional services. - Lourdes Moreno 001; Paloma Martínez; Javier Muguerza; Julio Abascal (Comput. Stand. Interfaces, 2018)

UnPART: PART without the 'partial' condition of it. - Igor Ibarguren; Jesús M. Pérez; Javier Muguerza; Ibai Gurrutxaga; Olatz Arbelaitz (Inf. Sci., 2018)

Personalizing the User Interface for People with Disabilities. - Julio Abascal; Xabier Gardeazabal; Juan Eduardo Pérez; Xabier Valencia; Olatz Arbelaitz; Javier Muguerza; Ainhoa Yera (ABIS@HT, 2019)

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)

Towards automatic problem detection in web navigation based on client-side interaction data. - Iñigo Perona; Ainhoa Yera; Olatz Arbelaitz; Javier Muguerza; J. Eduardo Pérez; Xabier Valencia (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)

Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting. - Ainhoa Yera; Javier Muguerza; Olatz Arbelaitz; Iñigo Perona; Richard Keers; Darren Ashcroft; Richard Williams 001; Niels Peek; Caroline Jay; Markel Vigo (Int. J. Medical Informatics, 2019)

Smart Meeting Room Usage Information and Prediction by Modelling Occupancy Profiles. - Unai Saralegui; Miguel Ángel Antón; Olatz Arbelaitz; Javier Muguerza (Sensors, 2019)

Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients. - Nagore Sagastibeltza; Asier Salazar-Ramirez; Raquel Martínez; Maitane Martinez-Eguiluz; Javier Muguerza; Nora Cívicos Sánchez; Montserrat Cuadrado; María Luisa Jauregui Abrisqueta (CBMS, 2021)

A Generalization Performance Study Using Deep Learning Networks in Embedded Systems. - Joseba Gorospe; Rubén Mulero; Olatz Arbelaitz; Javier Muguerza; Miguel Ángel Antón (Sensors, 2021)

PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability. - Igor Ibarguren; Jesús M. Pérez; Javier Muguerza; Olatz Arbelaitz; Ainhoa Yera (Inf. Sci., 2022)

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)

Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies. - Maitane Martinez-Eguiluz; Olatz Arbelaitz; Ibai Gurrutxaga; Javier Muguerza; Iñigo Perona; Ane Murueta-Goyena; Marian Acera; Rocio Del Pino; Beatriz Tijero; Juan Carlos Gomez-Esteban; Iñigo Gabilondo (Neural Comput. Appl., 2023)

Automatic detection of the mental state in responses towards relaxation. - Nagore Sagastibeltza; Asier Salazar-Ramirez; Raquel Martínez; José Luis Jodrá; Javier Muguerza (Neural Comput. Appl., 2023)

Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning. - Maitane Martinez-Eguiluz; Javier Muguerza; Olatz Arbelaitz; Ibai Gurrutxaga; Juan Carlos Gomez-Esteban; Ane Murueta-Goyena; Iñigo Gabilondo (CAEPIA, 2024)

Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability. - Jesús Maria Pérez; Olatz Arbelaitz; Javier Muguerza (CAEPIA, 2024)