Javier Muguerza

72 papers B 5C 2Misc 3Journal 32Unranked 29

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability. CAEPIA Jesús Maria Pérez, Olatz Arbelaitz, Javier Muguerza
2024	—	`conf`	Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning. CAEPIA Maitane Martinez-Eguiluz, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, Juan Carlos Gomez-Esteban, Ane Murueta-Goyena, Iñigo Gabilondo
2023	J	`jnl`	Automatic detection of the mental state in responses towards relaxation. Neural Comput. Appl. Nagore Sagastibeltza, Asier Salazar-Ramirez, Raquel Martínez, José Luis Jodrá, Javier Muguerza
2023	J	`jnl`	Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies. Neural Comput. Appl. 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
2022	J	`jnl`	PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability. Inf. Sci. Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera
2021	J	`jnl`	A Generalization Performance Study Using Deep Learning Networks in Embedded Systems. Sensors Joseba Gorospe, Rubén Mulero, Olatz Arbelaitz, Javier Muguerza, Miguel Ángel Antón
2021	B	`conf`	Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients. CBMS Nagore Sagastibeltza, Asier Salazar-Ramirez, Raquel Martínez, Maitane Martinez-Eguiluz, Javier Muguerza, Nora Cívicos Sánchez, Montserrat Cuadrado, María Luisa Jauregui Abrisqueta
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	J	`jnl`	Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting. Int. J. Medical Informatics Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
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
2019	—	`conf`	Personalizing the User Interface for People with Disabilities. ABIS@HT Julio Abascal, Xabier Gardeazabal, Juan Eduardo Pérez, Xabier Valencia, Olatz Arbelaitz, Javier Muguerza, Ainhoa Yera
2019	J	`jnl`	Smart Meeting Room Usage Information and Prediction by Modelling Occupancy Profiles. Sensors Unai Saralegui, Miguel Ángel Antón, Olatz Arbelaitz, Javier Muguerza
2019	—	`conf`	Towards automatic problem detection in web navigation based on client-side interaction data. Interacción Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz, Javier Muguerza, J. Eduardo Pérez, Xabier Valencia
2018	—	`conf`	An IoT sensor network to model occupancy profiles for energy usage simulation tools. GIoTS Unai Saralegui, Miguel Ángel Antón, Olatz Arbelaitz, Javier Muguerza
2018	—	`conf`	Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard. DH Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
2018	—	`conf`	Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques. CAEPIA Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza
2018	J	`jnl`	Support resource based on standards for accessible e-Government transactional services. Comput. Stand. Interfaces Lourdes Moreno, Paloma Martínez, Javier Muguerza, Julio Abascal
2018	J	`jnl`	UnPART: PART without the 'partial' condition of it. Inf. Sci. Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
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
2017	J	`jnl`	Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation. Pattern Recognit. Lett. Ainhoa Yera, Olatz Arbelaitz, José Luis Jodrá, Ibai Gurrutxaga, Jesús M. Pérez, Javier Muguerza
2017	J	`jnl`	CT ;lt;DT>: Extending the application of the consolidation methodology even further. Expert Syst. J. Knowl. Eng. Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga
2017	J	`jnl`	Solving Poisson's equation using FFT in a GPU cluster. J. Parallel Distributed Comput. José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza, Ainhoa Yera
2017	B	`conf`	The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets. CEC Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodríguez, Rachel Harrison
2016	J	`jnl`	BFPART: Best-First PART. Inf. Sci. Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2016	J	`jnl`	User modeling in a social network for cognitively disabled people. J. Assoc. Inf. Sci. Technol. Olatz Arbelaitz, José María Martínez-Otzeta, 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
2016	J	`jnl`	Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people. J. Assoc. Inf. Sci. Technol. Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
2016	J	`jnl`	eGovernAbility: Marco para el desarrollo de servicios personalizables accesibles en la Administración electrónica. Proces. del Leng. Natural Paloma Martínez Fernández, Lourdes Moreno, Julio Abascal, Javier Muguerza
2015	—	`conf`	A Study of Memory Consumption and Execution Performance of the cuFFT Library. 3PGCIC José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza
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
2015	Misc	`conf`	CTCHAID: Extending the Application of the Consolidation Methodology. EPIA Igor Ibarguren, Jesús Maria Pérez, Javier Muguerza
2015	J	`jnl`	Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67]. Knowl. Based Syst. Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2015	J	`jnl`	Coverage-based resampling: Building robust consolidated decision trees. Knowl. Based Syst. Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
2015	J	`jnl`	Efficient 3D Transpositions in Graphics Processing Units. Int. J. Parallel Program. José Luis Jodrá, Ibai Gurrutxaga, 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
2014	J	`jnl`	A survey of the parallel performance and accuracy of Poisson solvers for electronic structure calculations. J. Comput. Chem. Pablo García-Risueño, Joseba Alberdi-Rodriguez, Micael J. T. Oliveira, Xavier Andrade, Michael Pippig, Javier Muguerza, Agustin Arruabarrena, Angel Rubio
2014	C	`conf`	Global versus modular link prediction approach for discapnet: website focused to visually impaired people. FedCSIS Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
2014	—	`conf`	Recent Memory and Performance Improvements in Octopus Code. ICCSA (4) Joseba Alberdi-Rodriguez, Micael J. T. Oliveira, Pablo García-Risueño, Fernando Nogueira, Javier Muguerza, Agustin Arruabarrena, Angel Rubio
2013	J	`jnl`	An extensive comparative study of cluster validity indices. Pattern Recognit. Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2013	—	`conf`	Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets. CAEPIA Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús Maria Pérez
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
2013	J	`jnl`	The quest for the optimal class distribution: an approach for enhancing the effectiveness of learning via resampling methods for imbalanced data sets. Prog. Artif. Intell. Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
2013	J	`jnl`	Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it. Expert Syst. Appl. Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús Maria Pérez, Iñigo Perona
2012	—	`conf`	Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. KDIR Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
2012	—	`conf`	Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. KDIR Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
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	—	`conf`	C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems. CAEPIA Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez
2011	—	`conf`	SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information. CAEPIA Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Iñigo Perona
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`	A new algorithm to build consolidated trees: study of the error rate and steadiness. Intelligent Information Systems Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
2004	—	`conf`	Behavior of Consolidated Trees when using Resampling Techniques. PRIS Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, José Ignacio Martín
2004	—	`conf`	Consolidated Tree Construction Algorithm: Structurally Steady Trees. ICEIS (2) Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
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
1994	C	`conf`	Introducing Parallelism In Power System Diagnosis. PDP Clemente Rodríguez, Javier Muguerza, José Ignacio Martín, Alberto Lafuente, Santiago Rementeria