Javier Muguerza

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 34

Top Topics

Fusion Strategies

Disease Progression

Top Venues

Knowl. Based Syst.

Publications

Maitane Martinez-Eguiluz, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga, Juan Carlos Gomez-Esteban, Ane Murueta-Goyena, Iñigo Gabilondo
Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning. CAEPIA (2024)
Jesús Maria Pérez, Olatz Arbelaitz, Javier Muguerza
Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability. CAEPIA (2024)
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, Inigo Gabilondo
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies. Neural Comput. Appl. 35 (8) (2023)
Nagore Sagastibeltza, Asier Salazar-Ramirez, Raquel Martínez, José Luis Jodrá, Javier Muguerza
Automatic detection of the mental state in responses towards relaxation. Neural Comput. Appl. 35 (8) (2023)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ainhoa Yera
PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability. Inf. Sci. 583 (2022)
Joseba Gorospe, Rubén Mulero, Olatz Arbelaitz, Javier Muguerza, Miguel Ángel Antón
A Generalization Performance Study Using Deep Learning Networks in Embedded Systems. Sensors 21 (4) (2021)
Nagore Sagastibeltza, Asier Salazar-Ramirez, Raquel Martínez, Maitane Martinez-Eguiluz, Javier Muguerza, Nora Cívicos Sánchez, Montserrat Cuadrado, María Luisa Jauregui Abrisqueta
Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients. CBMS (2021)
Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting. Int. J. Medical Informatics 129 (2019)
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)
Julio Abascal, Xabier Gardeazabal, Juan Eduardo Pérez, Xabier Valencia, Olatz Arbelaitz, Javier Muguerza, Ainhoa Yera
Personalizing the User Interface for People with Disabilities. ABIS@HT (2019)
Unai Saralegui, Miguel Ángel Antón, Olatz Arbelaitz, Javier Muguerza
Smart Meeting Room Usage Information and Prediction by Modelling Occupancy Profiles. Sensors 19 (2) (2019)
Iñigo Perona, Ainhoa Yera, Olatz Arbelaitz, Javier Muguerza, J. Eduardo Pérez, Xabier Valencia
Towards automatic problem detection in web navigation based on client-side interaction data. 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)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
UnPART: PART without the 'partial' condition of it. Inf. Sci. 465 (2018)
Ainhoa Yera, Iñigo Perona, Olatz Arbelaitz, Javier Muguerza
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques. CAEPIA (2018)
Unai Saralegui, Miguel Ángel Antón, Olatz Arbelaitz, Javier Muguerza
An IoT sensor network to model occupancy profiles for energy usage simulation tools. GIoTS (2018)
Lourdes Moreno, Paloma Martínez, Javier Muguerza, Julio Abascal
Support resource based on standards for accessible e-Government transactional services. Comput. Stand. Interfaces 58 (2018)
Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard. DH (2018)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga
CT ;lt;DT>: Extending the application of the consolidation methodology even further. Expert Syst. J. Knowl. Eng. 34 (5) (2017)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodríguez, Rachel Harrison
The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets. CEC (2017)
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)
José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza, Ainhoa Yera
Solving Poisson's equation using FFT in a GPU cluster. J. Parallel Distributed Comput. 102 (2017)
Ainhoa Yera, Olatz Arbelaitz, José Luis Jodrá, Ibai Gurrutxaga, Jesús M. Pérez, Javier Muguerza
Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation. Pattern Recognit. Lett. 85 (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)
Igor Ibarguren, Aritz Lasarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
BFPART: Best-First PART. Inf. Sci. (2016)
Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people. J. Assoc. Inf. Sci. Technol. 67 (8) (2016)
Paloma Martínez Fernández, Lourdes Moreno, Julio Abascal, Javier Muguerza
eGovernAbility: Marco para el desarrollo de servicios personalizables accesibles en la Administración electrónica. Proces. del Leng. Natural 57 (2016)
Olatz Arbelaitz, José María Martínez-Otzeta, Javier Muguerza
User modeling in a social network for cognitively disabled people. J. Assoc. Inf. Sci. Technol. 67 (2) (2016)
José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza
Efficient 3D Transpositions in Graphics Processing Units. Int. J. Parallel Program. 43 (5) (2015)
Igor Ibarguren, Jesús Maria Pérez, Javier Muguerza
CTCHAID: Extending the Application of the Consolidation Methodology. EPIA (2015)
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)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67]. Knowl. Based Syst. 90 (2015)
Igor Ibarguren, Jesús M. Pérez, Javier Muguerza, Ibai Gurrutxaga, Olatz Arbelaitz
Coverage-based resampling: Building robust consolidated decision trees. Knowl. Based Syst. 79 (2015)
José Luis Jodrá, Ibai Gurrutxaga, Javier Muguerza
A Study of Memory Consumption and Execution Performance of the cuFFT Library. 3PGCIC (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)
Joseba Alberdi-Rodriguez, Micael J. T. Oliveira, Pablo García-Risueño, Fernando Nogueira, Javier Muguerza, Agustin Arruabarrena, Angel Rubio
Recent Memory and Performance Improvements in Octopus Code. ICCSA (4) (2014)
Pablo García-Risueño, Joseba Alberdi-Rodriguez, Micael J. T. Oliveira, Xavier Andrade, Michael Pippig, Javier Muguerza, Agustin Arruabarrena, Angel Rubio
A survey of the parallel performance and accuracy of Poisson solvers for electronic structure calculations. J. Comput. Chem. 35 (6) (2014)
Olatz Arbelaitz, Aizea Lojo, Javier Muguerza, Iñigo Perona
Global versus modular link prediction approach for discapnet: website focused to visually impaired people. FedCSIS (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)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Aritz Lasarguren, Javier Muguerza, Jesús M. Pérez
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. 2 (1) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
An extensive comparative study of cluster validity indices. Pattern Recognit. 46 (1) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús Maria Pérez, Iñigo Perona
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it. Expert Syst. Appl. 40 (18) (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús Maria Pérez
Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets. CAEPIA (2013)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information. KDIR (2012)
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)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Jesús M. Pérez, Iñigo Perona
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling. KDIR (2012)
Iñaki Albisua, Olatz Arbelaitz, Ibai Gurrutxaga, Javier Muguerza, Jesús M. Pérez
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems. CAEPIA (2011)
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)
Olatz Arbelaitz, Ibai Gurrutxaga, Aizea Lojo, Javier Muguerza, Iñigo Perona
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information. CAEPIA (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)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
Consolidated Tree Construction Algorithm: Structurally Steady Trees. ICEIS (2) (2004)
Jesús M. Pérez, Javier Muguerza, Olatz Arbelaitz, Ibai Gurrutxaga
A new algorithm to build consolidated trees: study of the error rate and steadiness. Intelligent Information Systems (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, Javier Muguerza, José Ignacio Martín, Alberto Lafuente, Santiago Rementeria
Introducing Parallelism In Power System Diagnosis. PDP (1994)