Javier Muguerza
Orcid: 0000-0002-7026-7371
According to our database1,
Javier Muguerza
authored at least 73 papers
between 1994 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
On csauthors.net:
Bibliography
2024
Driven PCTBagging: Seeking Greater Discriminating Capacity for the Same Level of Interpretability.
Proceedings of the Advances in Artificial Intelligence, 2024
Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages Through Machine Learning.
Proceedings of the Advances in Artificial Intelligence, 2024
2023
Neural Comput. Appl., March, 2023
Diagnostic classification of Parkinson's disease based on non-motor manifestations and machine learning strategies.
Neural Comput. Appl., March, 2023
2022
GSR signal database collected while solving 3D puzzles and relaxation responses labelled.
Dataset, May, 2022
PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability.
Inf. Sci., 2022
2021
Sensors, 2021
Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2019
Sensors, 2019
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting.
Int. J. Medical Informatics, 2019
A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis.
IEEE Access, 2019
Towards automatic problem detection in web navigation based on client-side interaction data.
Proceedings of the XX International Conference on Human Computer Interaction, 2019
Neuromodulation system in closed loop for enhancing the sleep and the memory consolidation.
Proceedings of the XX International Conference on Human Computer Interaction, 2019
Proceedings of the 23rd International Workshop on Personalization and Recommendation on the Web and Beyond, 2019
2018
Support resource based on standards for accessible e-Government transactional services.
Comput. Stand. Interfaces, 2018
Proceedings of the 2018 Global Internet of Things Summit, 2018
Proceedings of the 2018 International Conference on Digital Health, 2018
Modeling the Navigation on Enrolment Web Information Area of a University Using Machine Learning Techniques.
Proceedings of the Advances in Artificial Intelligence, 2018
2017
Analysis of several decision fusion strategies for clustering validation. Strategy definition, experiments and validation.
Pattern Recognit. Lett., 2017
J. Parallel Distributed Comput., 2017
Expert Syst. J. Knowl. Eng., 2017
A real-time stress classification system based on arousal analysis of the nervous system by an F-state machine.
Comput. Methods Programs Biomed., 2017
The Consolidated Tree Construction algorithm in imbalanced defect prediction datasets.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
eGovernAbility: Marco para el desarrollo de servicios personalizables accesibles en la Administración electrónica.
Proces. del Leng. Natural, 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.
ACM Trans. Comput. Educ., 2016
J. Assoc. Inf. Sci. Technol., 2016
Web mining for navigation problem detection and diagnosis in Discapnet: A website aimed at disabled people.
J. Assoc. Inf. Sci. Technol., 2016
2015
Analysis of Introducing Active Learning Methodologies in a Basic Computer Architecture Course.
IEEE Trans. Educ., 2015
Corrigendum to "Coverage-based resampling: Building robust consolidated decision trees" [Knowledge-Based Systems 79(2015)51-67].
Knowl. Based Syst., 2015
Knowl. Based Syst., 2015
Int. J. Parallel Program., 2015
Proceedings of the Progress in Artificial Intelligence, 2015
Proceedings of the 10th International Conference on P2P, 2015
2014
A survey of the parallel performance and accuracy of Poisson solvers for electronic structure calculations.
J. Comput. Chem., 2014
A Hierarchical BCI System Able to Discriminate between Non Intentional Control State and Four Intentional Control Activities.
Proceedings of the PhyCS 2014, 2014
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014
Global versus modular link prediction approach for discapnet: website focused to visually impaired people.
Proceedings of the 2014 Federated Conference on Computer Science and Information Systems, 2014
2013
IEEE Trans. Educ., 2013
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., 2013
Web usage and content mining to extract knowledge for modelling the users of the Bidasoa Turismo website and to adapt it.
Expert Syst. Appl., 2013
Proceedings of the Advances in Artificial Intelligence, 2013
2012
Proceedings of the Annual Conference on Innovation and Technology in Computer Science Education, 2012
Enhancing a Web Usage Mining based Tourism Website Adaptation with Content Information.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012
Adaptation of the User Navigation Scheme using Clustering and Frequent Pattern Mining Techiques for Profiling.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012
2011
Pattern Recognit. Lett., 2011
SAHN with SEP/COP and SPADE, to Build a General Web Navigation Adaptation System Using Server Log Information.
Proceedings of the Advances in Artificial Intelligence, 2011
C4.5 Consolidation Process: An Alternative to Intelligent Oversampling Methods in Class Imbalance Problems.
Proceedings of the Advances in Artificial Intelligence, 2011
2010
SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index.
Pattern Recognit., 2010
2009
SIHC: A Stable Incremental Hierarchical Clustering Algorithm.
Proceedings of the ICEIS 2009, 2009
Unsupervised anomaly detection system for Nidis-s based on payload and probabilistic suffix trees.
Proceedings of the IADIS International Conference Applied Computing 2009, 2009
Obtaining Optimal Class Distribution for Decision Trees: Comparative Analysis of CTC and C4.5.
Proceedings of the Current Topics in Artificial Intelligence, 2009
2008
Service-independent payload analysis to improve intrusion detection in network traffic.
Proceedings of the Data Mining and Analytics 2008, 2008
Proceedings of the Data Mining and Analytics 2008, 2008
2007
Pattern Recognit. Lett., 2007
Proceedings of the Current Topics in Artificial Intelligence, 2007
2006
Comparison of two strategies, CTC and CMM, to combine m classifiers in a single comprehensible one.
Proceedings of the 6th Industrial Conference on Data Mining, Poster Proceedings, 2006
Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006
2005
Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection Domain with Class Imbalance.
Proceedings of the Pattern Recognition and Data Mining, 2005
Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation.
Proceedings of the Pattern Recognition and Data Mining, 2005
2004
Behavior of Consolidated Trees when using Resampling Techniques.
Proceedings of the Pattern Recognition in Information Systems, 2004
A new algorithm to build consolidated trees: study of the error rate and steadiness.
Proceedings of the Intelligent Information Processing and Web Mining, 2004
Consolidated Tree Construction Algorithm: Structurally Steady Trees.
Proceedings of the ICEIS 2004, 2004
2002
Hierarchical classifiers based on neighbourhood criteria with adaptive computational cost.
Pattern Recognit., 2002
1998
Proceedings of the Advances in Pattern Recognition, 1998
Proceedings of the Advances in Pattern Recognition, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
1996
IEEE Trans. Neural Networks, 1996
1994
Proceedings of the Second Euromicro Workshop on Parallel and Distributed Processing, 1994