Javier Muguerza

Orcid: 0000-0002-7026-7371

According to our database1, Javier Muguerza authored at least 73 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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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
Automatic detection of the mental state in responses towards relaxation.
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
A Generalization Performance Study Using Deep Learning Networks in Embedded Systems.
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
Smart Meeting Room Usage Information and Prediction by Modelling Occupancy Profiles.
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

Personalizing the User Interface for People with Disabilities.
Proceedings of the 23rd International Workshop on Personalization and Recommendation on the Web and Beyond, 2019

2018
UnPART: PART without the 'partial' condition of it.
Inf. Sci., 2018

Support resource based on standards for accessible e-Government transactional services.
Comput. Stand. Interfaces, 2018

An IoT sensor network to model occupancy profiles for energy usage simulation tools.
Proceedings of the 2018 Global Internet of Things Summit, 2018

Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard.
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

Solving Poisson's equation using FFT in a GPU cluster.
J. Parallel Distributed Comput., 2017

CT ;lt;DT>: Extending the application of the consolidation methodology even further.
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

User modeling in a social network for cognitively disabled people.
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

BFPART: Best-First PART.
Inf. Sci., 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

Coverage-based resampling: Building robust consolidated decision trees.
Knowl. Based Syst., 2015

Efficient 3D Transpositions in Graphics Processing Units.
Int. J. Parallel Program., 2015

CTCHAID: Extending the Application of the Consolidation Methodology.
Proceedings of the Progress in Artificial Intelligence, 2015

A Study of Memory Consumption and Execution Performance of the cuFFT Library.
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

Recent Memory and Performance Improvements in Octopus Code.
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
Game-Console-Based Projects for Learning the Computer Input/Output Subsystem.
IEEE Trans. Educ., 2013

An extensive comparative study of cluster validity indices.
Pattern Recognit., 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

Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced Datasets.
Proceedings of the Advances in Artificial Intelligence, 2013

2012
Nintendo® DS projects to learn computer input-output.
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
Towards a standard methodology to evaluate internal cluster validity indices.
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

Consolidated trees versus bagging when explanation is required.
Computing, 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

Evaluation of Malware clustering based on its dynamic behaviour.
Proceedings of the Data Mining and Analytics 2008, 2008

2007
Combining multiple class distribution modified subsamples in a single tree.
Pattern Recognit. Lett., 2007

CTC: An Alternative to Extract Explanation from Bagging.
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

Consolidated Trees: An Analysis of Structural Convergence.
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
A New Cost Function for Typewritten Digits Segmentation.
Proceedings of the Advances in Pattern Recognition, 1998

A Hierarchical Classifier for Multifont Digits.
Proceedings of the Advances in Pattern Recognition, 1998

Segmentation of low-quality typewritten digits.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

A two-stage classifier for broken and blurred digits in forms.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1996
A modular neural network approach to fault diagnosis.
IEEE Trans. Neural Networks, 1996

1994
Introducing Parallelism In Power System Diagnosis.
Proceedings of the Second Euromicro Workshop on Parallel and Distributed Processing, 1994


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