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ORCIDBibTeX records: Javier Muguerza
@inproceedings{DBLP:conf/caepia/MartinezEguiluzMAGGMG24,
author = {Maitane Martinez{-}Eguiluz and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Juan Carlos Gomez{-}Esteban and
Ane Murueta{-}Goyena and
I{\~{n}}igo Gabilondo},
editor = {Amparo Alonso{-}Betanzos and
Bertha Guijarro{-}Berdi{\~{n}}as and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Elena Hern{\'{a}}ndez{-}Pereira and
Oscar Fontenla{-}Romero and
David Camacho and
Juan Ram{\'{o}}n Rabu{\~{n}}al and
Manuel Ojeda{-}Aciego and
Jes{\'{u}}s Medina and
Jos{\'{e}} C. Riquelme and
Alicia Troncoso},
title = {Predicting Parkinson's Disease Progression: Analyzing Prodromal Stages
Through Machine Learning},
booktitle = {Advances in Artificial Intelligence - 20th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2024, {A} Coru{\~{n}}a,
Spain, June 19-21, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14640},
pages = {61--70},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-62799-6\_7},
doi = {10.1007/978-3-031-62799-6\_7},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/MartinezEguiluzMAGGMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/PerezAM24,
author = {Jes{\'{u}}s Maria P{\'{e}}rez and
Olatz Arbelaitz and
Javier Muguerza},
editor = {Amparo Alonso{-}Betanzos and
Bertha Guijarro{-}Berdi{\~{n}}as and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Elena Hern{\'{a}}ndez{-}Pereira and
Oscar Fontenla{-}Romero and
David Camacho and
Juan Ram{\'{o}}n Rabu{\~{n}}al and
Manuel Ojeda{-}Aciego and
Jes{\'{u}}s Medina and
Jos{\'{e}} C. Riquelme and
Alicia Troncoso},
title = {Driven PCTBagging: Seeking Greater Discriminating Capacity for the
Same Level of Interpretability},
booktitle = {Advances in Artificial Intelligence - 20th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2024, {A} Coru{\~{n}}a,
Spain, June 19-21, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14640},
pages = {152--161},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-62799-6\_16},
doi = {10.1007/978-3-031-62799-6\_16},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/PerezAM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/MartinezEguiluzAGMPMAPTGG23,
author = {Maitane Martinez{-}Eguiluz and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Javier Muguerza and
I{\~{n}}igo Perona and
Ane Murueta{-}Goyena and
Marian Acera and
Rocio Del Pino and
Beatriz Tijero and
Juan Carlos Gomez{-}Esteban and
I{\~{n}}igo Gabilondo},
title = {Diagnostic classification of Parkinson's disease based on non-motor
manifestations and machine learning strategies},
journal = {Neural Comput. Appl.},
volume = {35},
number = {8},
pages = {5603--5617},
year = {2023},
url = {https://doi.org/10.1007/s00521-022-07256-8},
doi = {10.1007/S00521-022-07256-8},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/MartinezEguiluzAGMPMAPTGG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/SagastibeltzaSMJM23,
author = {Nagore Sagastibeltza and
Asier Salazar{-}Ramirez and
Raquel Mart{\'{\i}}nez and
Jos{\'{e}} Luis Jodr{\'{a}} and
Javier Muguerza},
title = {Automatic detection of the mental state in responses towards relaxation},
journal = {Neural Comput. Appl.},
volume = {35},
number = {8},
pages = {5679--5696},
year = {2023},
url = {https://doi.org/10.1007/s00521-022-07435-7},
doi = {10.1007/S00521-022-07435-7},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/SagastibeltzaSMJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/IbargurenPMAY22,
author = {Igor Ibarguren and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ainhoa Yera},
title = {PCTBagging: From inner ensembles to ensembles. {A} trade-off between
discriminating capacity and interpretability},
journal = {Inf. Sci.},
volume = {583},
pages = {219--238},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.11.010},
doi = {10.1016/J.INS.2021.11.010},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/IbargurenPMAY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/MartinezSAIMM22,
author = {Raquel Mart{\'{\i}}nez and
Asier Salazar{-}Ramirez and
Andoni Arruti and
Eloy Irigoyen and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza},
title = {{GSR} signal database collected while solving 3D puzzles and relaxation
responses labelled},
publisher = {{IEEE} DataPort},
year = {2022},
month = may,
howpublished = {\url{https://doi.org/10.21227/bw75-6y17}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/bw75-6y17},
doi = {10.21227/BW75-6Y17},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/MartinezSAIMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/GorospeMAMA21,
author = {Joseba Gorospe and
Rub{\'{e}}n Mulero and
Olatz Arbelaitz and
Javier Muguerza and
Miguel {\'{A}}ngel Ant{\'{o}}n},
title = {A Generalization Performance Study Using Deep Learning Networks in
Embedded Systems},
journal = {Sensors},
volume = {21},
number = {4},
pages = {1031},
year = {2021},
url = {https://doi.org/10.3390/s21041031},
doi = {10.3390/S21041031},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/GorospeMAMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/SagastibeltzaSM21,
author = {Nagore Sagastibeltza and
Asier Salazar{-}Ramirez and
Raquel Mart{\'{\i}}nez and
Maitane Martinez{-}Eguiluz and
Javier Muguerza and
Nora C{\'{\i}}vicos S{\'{a}}nchez and
Montserrat Cuadrado and
Mar{\'{\i}}a Luisa Jauregui Abrisqueta},
editor = {Jo{\~{a}}o Rafael Almeida and
Alejandro Rodr{\'{\i}}guez Gonz{\'{a}}lez and
Linlin Shen and
Bridget Kane and
Agma J. M. Traina and
Paolo Soda and
Jos{\'{e}} Lu{\'{\i}}s Oliveira},
title = {Preliminary analysis of features based on {GSR/RR} signals for spinal
cord injury patients},
booktitle = {34th {IEEE} International Symposium on Computer-Based Medical Systems,
{CBMS} 2021, Aveiro, Portugal, June 7-9, 2021},
pages = {426--431},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CBMS52027.2021.00047},
doi = {10.1109/CBMS52027.2021.00047},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/SagastibeltzaSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MartinezSAIMM19,
author = {Raquel Mart{\'{\i}}nez and
Asier Salazar{-}Ramirez and
Andoni Arruti and
Eloy Irigoyen and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza},
title = {A Self-Paced Relaxation Response Detection System Based on Galvanic
Skin Response Analysis},
journal = {{IEEE} Access},
volume = {7},
pages = {43730--43741},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2908445},
doi = {10.1109/ACCESS.2019.2908445},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MartinezSAIMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/YeraMAPKAWPJV19,
author = {Ainhoa Yera and
Javier Muguerza and
Olatz Arbelaitz and
I{\~{n}}igo Perona and
Richard Keers and
Darren Ashcroft and
Richard Williams and
Niels Peek and
Caroline Jay and
Markel Vigo},
title = {Modelling the interactive behaviour of users with a medication safety
dashboard in a primary care setting},
journal = {Int. J. Medical Informatics},
volume = {129},
pages = {395--403},
year = {2019},
url = {https://doi.org/10.1016/j.ijmedinf.2019.07.014},
doi = {10.1016/J.IJMEDINF.2019.07.014},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/YeraMAPKAWPJV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SaraleguiAAM19,
author = {Unai Saralegui and
Miguel {\'{A}}ngel Ant{\'{o}}n and
Olatz Arbelaitz and
Javier Muguerza},
title = {Smart Meeting Room Usage Information and Prediction by Modelling Occupancy
Profiles},
journal = {Sensors},
volume = {19},
number = {2},
pages = {353},
year = {2019},
url = {https://doi.org/10.3390/s19020353},
doi = {10.3390/S19020353},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/SaraleguiAAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/AbascalGPVAMY19,
author = {Julio Abascal and
Xabier Gardeazabal and
Juan Eduardo P{\'{e}}rez and
Xabier Valencia and
Olatz Arbelaitz and
Javier Muguerza and
Ainhoa Yera},
editor = {Mirjam Augstein and
Eelco Herder and
Wolfgang W{\"{o}}rndl and
Enes Yigitbas},
title = {Personalizing the User Interface for People with Disabilities},
booktitle = {Proceedings of the 23rd International Workshop on Personalization
and Recommendation on the Web and Beyond, ABIS@HT 2019, Hof, Germany,
September 17, 2019},
pages = {29},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3345002.3349292},
doi = {10.1145/3345002.3349292},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ht/AbascalGPVAMY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interaccion/Garay-VitoriaAM19,
author = {Nestor Garay{-}Vitoria and
Andoni Arruti and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Ainara Garzo and
Erik Hern{\'{a}}ndez and
Ainhoa {\'{A}}lvarez and
Jon Arambarri and
Pedro M. Paz{-}Alonso and
Manuel Carreiras and
Ander Ramos{-}Murguialday},
title = {Neuromodulation system in closed loop for enhancing the sleep and
the memory consolidation},
booktitle = {Proceedings of the {XX} International Conference on Human Computer
Interaction, Interacci{\'{o}}n 2019, Donostia, Gipuzkoa, Spain,
June 25-28, 2019},
pages = {11:1--11:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3335595.3335646},
doi = {10.1145/3335595.3335646},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interaccion/Garay-VitoriaAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interaccion/PeronaYAMPV19,
author = {I{\~{n}}igo Perona and
Ainhoa Yera and
Olatz Arbelaitz and
Javier Muguerza and
J. Eduardo P{\'{e}}rez and
Xabier Valencia},
title = {Towards automatic problem detection in web navigation based on client-side
interaction data},
booktitle = {Proceedings of the {XX} International Conference on Human Computer
Interaction, Interacci{\'{o}}n 2019, Donostia, Gipuzkoa, Spain,
June 25-28, 2019},
pages = {41:1--41:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3335595.3335642},
doi = {10.1145/3335595.3335642},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interaccion/PeronaYAMPV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csi/MorenoMMA18,
author = {Lourdes Moreno and
Paloma Mart{\'{\i}}nez and
Javier Muguerza and
Julio Abascal},
title = {Support resource based on standards for accessible e-Government transactional
services},
journal = {Comput. Stand. Interfaces},
volume = {58},
pages = {146--157},
year = {2018},
url = {https://doi.org/10.1016/j.csi.2018.01.003},
doi = {10.1016/J.CSI.2018.01.003},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csi/MorenoMMA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/IbargurenPMGA18,
author = {Igor Ibarguren and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Ibai Gurrutxaga and
Olatz Arbelaitz},
title = {UnPART: {PART} without the 'partial' condition of it},
journal = {Inf. Sci.},
volume = {465},
pages = {505--522},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.07.022},
doi = {10.1016/J.INS.2018.07.022},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/IbargurenPMGA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/YeraPAM18,
author = {Ainhoa Yera and
I{\~{n}}igo Perona and
Olatz Arbelaitz and
Javier Muguerza},
editor = {Francisco Herrera and
Sergio Damas and
Rosana Montes and
Sergio Alonso and
Oscar Cord{\'{o}}n and
Antonio Gonz{\'{a}}lez and
Alicia Troncoso},
title = {Modeling the Navigation on Enrolment Web Information Area of a University
Using Machine Learning Techniques},
booktitle = {Advances in Artificial Intelligence - 18th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2018, Granada, Spain,
October 23-26, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11160},
pages = {307--316},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00374-6\_29},
doi = {10.1007/978-3-030-00374-6\_29},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/YeraPAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/YeraMAPKAWPJV18,
author = {Ainhoa Yera and
Javier Muguerza and
Olatz Arbelaitz and
I{\~{n}}igo Perona and
Richard Keers and
Darren Ashcroft and
Richard Williams and
Niels Peek and
Caroline Jay and
Markel Vigo},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo and
Yelena Mejova and
Arnold Bosman and
Michael Edelstein},
title = {Inferring Visual Behaviour from User Interaction Data on a Medical
Dashboard},
booktitle = {Proceedings of the 2018 International Conference on Digital Health,
{DH} 2018, Lyon, France, April 23-26, 2018},
pages = {55--59},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3194658.3194676},
doi = {10.1145/3194658.3194676},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/YeraMAPKAWPJV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/giots/SaraleguiAAM18,
author = {Unai Saralegui and
Miguel {\'{A}}ngel Ant{\'{o}}n and
Olatz Arbelaitz and
Javier Muguerza},
title = {An IoT sensor network to model occupancy profiles for energy usage
simulation tools},
booktitle = {2018 Global Internet of Things Summit, GIoTS 2018, Bilbao, Spain,
June 4-7, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/GIOTS.2018.8534550},
doi = {10.1109/GIOTS.2018.8534550},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/giots/SaraleguiAAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/MartinezIAMM17,
author = {Raquel Mart{\'{\i}}nez and
Eloy Irigoyen and
Andoni Arruti and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza},
title = {A real-time stress classification system based on arousal analysis
of the nervous system by an F-state machine},
journal = {Comput. Methods Programs Biomed.},
volume = {148},
pages = {81--90},
year = {2017},
url = {https://doi.org/10.1016/j.cmpb.2017.06.010},
doi = {10.1016/J.CMPB.2017.06.010},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/MartinezIAMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/IbargurenPMG17,
author = {Igor Ibarguren and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Ibai Gurrutxaga},
title = {{CT} ;lt;DT{\textgreater}: Extending the application of the consolidation
methodology even further},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {34},
number = {5},
year = {2017},
url = {https://doi.org/10.1111/exsy.12212},
doi = {10.1111/EXSY.12212},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/IbargurenPMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/JodraGMY17,
author = {Jos{\'{e}} Luis Jodr{\'{a}} and
Ibai Gurrutxaga and
Javier Muguerza and
Ainhoa Yera},
title = {Solving Poisson's equation using {FFT} in a {GPU} cluster},
journal = {J. Parallel Distributed Comput.},
volume = {102},
pages = {28--36},
year = {2017},
url = {https://doi.org/10.1016/j.jpdc.2016.09.004},
doi = {10.1016/J.JPDC.2016.09.004},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/JodraGMY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/YeraAJGPM17,
author = {Ainhoa Yera and
Olatz Arbelaitz and
Jos{\'{e}} Luis Jodr{\'{a}} and
Ibai Gurrutxaga and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza},
title = {Analysis of several decision fusion strategies for clustering validation.
Strategy definition, experiments and validation},
journal = {Pattern Recognit. Lett.},
volume = {85},
pages = {42--48},
year = {2017},
url = {https://doi.org/10.1016/j.patrec.2016.11.009},
doi = {10.1016/J.PATREC.2016.11.009},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/YeraAJGPM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/IbargurenPMRH17,
author = {Igor Ibarguren and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Daniel Rodr{\'{\i}}guez and
Rachel Harrison},
title = {The Consolidated Tree Construction algorithm in imbalanced defect
prediction datasets},
booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia,
San Sebasti{\'{a}}n, Spain, June 5-8, 2017},
pages = {2656--2660},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CEC.2017.7969629},
doi = {10.1109/CEC.2017.7969629},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/IbargurenPMRH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/IbargurenLPMGA16,
author = {Igor Ibarguren and
Aritz Lasarguren and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Ibai Gurrutxaga and
Olatz Arbelaitz},
title = {{BFPART:} Best-First {PART}},
journal = {Inf. Sci.},
volume = {367-368},
pages = {927--952},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.07.023},
doi = {10.1016/J.INS.2016.07.023},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/IbargurenLPMGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/ArbelaitzMM16,
author = {Olatz Arbelaitz and
Jos{\'{e}} Mar{\'{\i}}a Mart{\'{\i}}nez{-}Otzeta and
Javier Muguerza},
title = {User modeling in a social network for cognitively disabled people},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {67},
number = {2},
pages = {305--317},
year = {2016},
url = {https://doi.org/10.1002/asi.23381},
doi = {10.1002/ASI.23381},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jasis/ArbelaitzMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/ArbelaitzLMP16,
author = {Olatz Arbelaitz and
Aizea Lojo and
Javier Muguerza and
I{\~{n}}igo Perona},
title = {Web mining for navigation problem detection and diagnosis in Discapnet:
{A} website aimed at disabled people},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {67},
number = {8},
pages = {1916--1927},
year = {2016},
url = {https://doi.org/10.1002/asi.23506},
doi = {10.1002/ASI.23506},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/ArbelaitzLMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jeric/Larraza-Mendiluze16,
author = {Edurne Larraza{-}Mendiluze and
Nestor Garay{-}Vitoria and
Iratxe Soraluze Arriola and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Txelo Ruiz{-}Vazquez},
title = {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},
journal = {{ACM} Trans. Comput. Educ.},
volume = {16},
number = {3},
pages = {13:1--13:17},
year = {2016},
url = {https://doi.org/10.1145/2891415},
doi = {10.1145/2891415},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jeric/Larraza-Mendiluze16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pdln/FernandezMAM16,
author = {Paloma Mart{\'{\i}}nez Fern{\'{a}}ndez and
Lourdes Moreno and
Julio Abascal and
Javier Muguerza},
title = {eGovernAbility: Marco para el desarrollo de servicios personalizables
accesibles en la Administraci{\'{o}}n electr{\'{o}}nica},
journal = {Proces. del Leng. Natural},
volume = {57},
pages = {163--166},
year = {2016},
url = {http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/5353},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pdln/FernandezMAM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpp/JodraGM15,
author = {Jos{\'{e}} Luis Jodr{\'{a}} and
Ibai Gurrutxaga and
Javier Muguerza},
title = {Efficient 3D Transpositions in Graphics Processing Units},
journal = {Int. J. Parallel Program.},
volume = {43},
number = {5},
pages = {876--891},
year = {2015},
url = {https://doi.org/10.1007/s10766-015-0366-5},
doi = {10.1007/S10766-015-0366-5},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpp/JodraGM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/IbargurenPMGA15,
author = {Igor Ibarguren and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Ibai Gurrutxaga and
Olatz Arbelaitz},
title = {Coverage-based resampling: Building robust consolidated decision trees},
journal = {Knowl. Based Syst.},
volume = {79},
pages = {51--67},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2014.12.023},
doi = {10.1016/J.KNOSYS.2014.12.023},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/IbargurenPMGA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/IbargurenPMGA15a,
author = {Igor Ibarguren and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Ibai Gurrutxaga and
Olatz Arbelaitz},
title = {Corrigendum to "Coverage-based resampling: Building robust consolidated
decision trees" [Knowledge-Based Systems 79(2015)51-67]},
journal = {Knowl. Based Syst.},
volume = {90},
pages = {257--262},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.09.031},
doi = {10.1016/J.KNOSYS.2015.09.031},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/IbargurenPMGA15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/ArbelaitzMM15,
author = {Olatz Arbelaitz and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza},
title = {Analysis of Introducing Active Learning Methodologies in a Basic Computer
Architecture Course},
journal = {{IEEE} Trans. Educ.},
volume = {58},
number = {2},
pages = {110--116},
year = {2015},
url = {https://doi.org/10.1109/TE.2014.2332448},
doi = {10.1109/TE.2014.2332448},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/te/ArbelaitzMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/3pgcic/JodraGM15,
author = {Jos{\'{e}} Luis Jodr{\'{a}} and
Ibai Gurrutxaga and
Javier Muguerza},
editor = {Fatos Xhafa and
Leonard Barolli and
Fabrizio Messina and
Marek R. Ogiela},
title = {A Study of Memory Consumption and Execution Performance of the cuFFT
Library},
booktitle = {10th International Conference on P2P, Parallel, Grid, Cloud and Internet
Computing, 3PGCIC 2015, Krakow, Poland, November 4-6, 2015},
pages = {323--327},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/3PGCIC.2015.66},
doi = {10.1109/3PGCIC.2015.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/3pgcic/JodraGM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/IbargurenPM15,
author = {Igor Ibarguren and
Jes{\'{u}}s Maria P{\'{e}}rez and
Javier Muguerza},
editor = {Francisco C. Pereira and
Penousal Machado and
Ernesto Costa and
Am{\'{\i}}lcar Cardoso},
title = {{CTCHAID:} Extending the Application of the Consolidation Methodology},
booktitle = {Progress in Artificial Intelligence - 17th Portuguese Conference on
Artificial Intelligence, {EPIA} 2015, Coimbra, Portugal, September
8-11, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9273},
pages = {572--577},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23485-4\_56},
doi = {10.1007/978-3-319-23485-4\_56},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/epia/IbargurenPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcc/Garcia-RisuenoAOAPMAR14,
author = {Pablo Garc{\'{\i}}a{-}Risue{\~{n}}o and
Joseba Alberdi{-}Rodriguez and
Micael J. T. Oliveira and
Xavier Andrade and
Michael Pippig and
Javier Muguerza and
Agustin Arruabarrena and
Angel Rubio},
title = {A survey of the parallel performance and accuracy of Poisson solvers
for electronic structure calculations},
journal = {J. Comput. Chem.},
volume = {35},
number = {6},
pages = {427--444},
year = {2014},
url = {https://doi.org/10.1002/jcc.23487},
doi = {10.1002/JCC.23487},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcc/Garcia-RisuenoAOAPMAR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/ArbelaitzLMP14,
author = {Olatz Arbelaitz and
Aizea Lojo and
Javier Muguerza and
I{\~{n}}igo Perona},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki},
title = {Global versus modular link prediction approach for discapnet: website
focused to visually impaired people},
booktitle = {Proceedings of the 2014 Federated Conference on Computer Science and
Information Systems, Warsaw, Poland, September 7-10, 2014},
series = {Annals of Computer Science and Information Systems},
volume = {2},
pages = {51--58},
year = {2014},
url = {https://doi.org/10.15439/2014F464},
doi = {10.15439/2014F464},
timestamp = {Tue, 23 Apr 2024 09:55:03 +0200},
biburl = {https://dblp.org/rec/conf/fedcsis/ArbelaitzLMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccsa/Alberdi-RodriguezOGNMAR14,
author = {Joseba Alberdi{-}Rodriguez and
Micael J. T. Oliveira and
Pablo Garc{\'{\i}}a{-}Risue{\~{n}}o and
Fernando Nogueira and
Javier Muguerza and
Agustin Arruabarrena and
Angel Rubio},
editor = {Beniamino Murgante and
Sanjay Misra and
Ana Maria A. C. Rocha and
Carmelo Maria Torre and
Jorge Gustavo Rocha and
Maria Irene Falc{\~{a}}o and
David Taniar and
Bernady O. Apduhan and
Osvaldo Gervasi},
title = {Recent Memory and Performance Improvements in Octopus Code},
booktitle = {Computational Science and Its Applications - {ICCSA} 2014 - 14th International
Conference, Guimar{\~{a}}es, Portugal, June 30 - July 3, 2014, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {8582},
pages = {607--622},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-09147-1\_44},
doi = {10.1007/978-3-319-09147-1\_44},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccsa/Alberdi-RodriguezOGNMAR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/phycs/AbascalAMM14,
author = {Julio Abascal and
Andoni Arruti and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza},
editor = {Andreas Holzinger and
Stephen H. Fairclough and
Dennis Majoe and
Hugo Pl{\'{a}}cido da Silva},
title = {A Hierarchical {BCI} System Able to Discriminate between Non Intentional
Control State and Four Intentional Control Activities},
booktitle = {PhyCS 2014 - Proceedings of the International Conference on Physiological
Computing Systems, Lisbon, Portugal, 7 - 9 January, 2014},
pages = {91--97},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0004723000910097},
doi = {10.5220/0004723000910097},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/phycs/AbascalAMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ArbelaitzGLMPP13,
author = {Olatz Arbelaitz and
Ibai Gurrutxaga and
Aizea Lojo and
Javier Muguerza and
Jes{\'{u}}s Maria P{\'{e}}rez and
I{\~{n}}igo Perona},
title = {Web usage and content mining to extract knowledge for modelling the
users of the Bidasoa Turismo website and to adapt it},
journal = {Expert Syst. Appl.},
volume = {40},
number = {18},
pages = {7478--7491},
year = {2013},
url = {https://doi.org/10.1016/j.eswa.2013.07.040},
doi = {10.1016/J.ESWA.2013.07.040},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ArbelaitzGLMPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/AlbisuaAGLMP13,
author = {I{\~{n}}aki Albisua and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Aritz Lasarguren and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez},
title = {The quest for the optimal class distribution: an approach for enhancing
the effectiveness of learning via resampling methods for imbalanced
data sets},
journal = {Prog. Artif. Intell.},
volume = {2},
number = {1},
pages = {45--63},
year = {2013},
url = {https://doi.org/10.1007/s13748-012-0034-6},
doi = {10.1007/S13748-012-0034-6},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/AlbisuaAGLMP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ArbelaitzGMPP13,
author = {Olatz Arbelaitz and
Ibai Gurrutxaga and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez and
I{\~{n}}igo Perona},
title = {An extensive comparative study of cluster validity indices},
journal = {Pattern Recognit.},
volume = {46},
number = {1},
pages = {243--256},
year = {2013},
url = {https://doi.org/10.1016/j.patcog.2012.07.021},
doi = {10.1016/J.PATCOG.2012.07.021},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ArbelaitzGMPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/te/Larraza-MendiluzeGMMRALS13,
author = {Edurne Larraza{-}Mendiluze and
Nestor Garay{-}Vitoria and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Txelo Ruiz{-}Vazquez and
Iratxe Soraluze Arriola and
Jose Francisco Lukas and
Karlos Santiago},
title = {Game-Console-Based Projects for Learning the Computer Input/Output
Subsystem},
journal = {{IEEE} Trans. Educ.},
volume = {56},
number = {4},
pages = {453--458},
year = {2013},
url = {https://doi.org/10.1109/TE.2013.2255877},
doi = {10.1109/TE.2013.2255877},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/te/Larraza-MendiluzeGMMRALS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/ArbelaitzGMP13,
author = {Olatz Arbelaitz and
Ibai Gurrutxaga and
Javier Muguerza and
Jes{\'{u}}s Maria P{\'{e}}rez},
editor = {Concha Bielza and
Antonio Salmer{\'{o}}n and
Amparo Alonso{-}Betanzos and
Jos{\'{e}} Ignacio Hidalgo and
Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
Alicia Troncoso Lora and
Emilio Corchado and
Juan M. Corchado},
title = {Applying Resampling Methods for Imbalanced Datasets to Not So Imbalanced
Datasets},
booktitle = {Advances in Artificial Intelligence - 15th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2013, Madrid, Spain,
September 17-20, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8109},
pages = {111--120},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40643-0\_12},
doi = {10.1007/978-3-642-40643-0\_12},
timestamp = {Fri, 16 Sep 2022 08:16:50 +0200},
biburl = {https://dblp.org/rec/conf/caepia/ArbelaitzGMP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/ArbelaitzGLMPP12,
author = {Olatz Arbelaitz and
Ibai Gurrutxaga and
Aizea Lojo and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez and
I{\~{n}}igo Perona},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Adaptation of the User Navigation Scheme using Clustering and Frequent
Pattern Mining Techiques for Profiling},
booktitle = {{KDIR} 2012 - Proceedings of the International Conference on Knowledge
Discovery and Information Retrieval, Barcelona, Spain, 4 - 7 October,
2012},
pages = {187--192},
publisher = {SciTePress},
year = {2012},
timestamp = {Wed, 25 May 2016 10:19:57 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/ArbelaitzGLMPP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/ArbelaitzGLMPP12a,
author = {Olatz Arbelaitz and
Ibai Gurrutxaga and
Aizea Lojo and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez and
I{\~{n}}igo Perona},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Enhancing a Web Usage Mining based Tourism Website Adaptation with
Content Information},
booktitle = {{KDIR} 2012 - Proceedings of the International Conference on Knowledge
Discovery and Information Retrieval, Barcelona, Spain, 4 - 7 October,
2012},
pages = {287--292},
publisher = {SciTePress},
year = {2012},
timestamp = {Sun, 02 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/ArbelaitzGLMPP12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iticse/Larraza-MendiluzeGMMRALS12,
author = {Edurne Larraza{-}Mendiluze and
Nestor Garay{-}Vitoria and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Txelo Ruiz{-}Vazquez and
Iratxe Soraluze Arriola and
Jose Francisco Lukas and
Karlos Santiago},
editor = {Tami Lapidot and
Judith Gal{-}Ezer and
Michael E. Caspersen and
Orit Hazzan},
title = {Nintendo{\textregistered} {DS} projects to learn computer input-output},
booktitle = {Annual Conference on Innovation and Technology in Computer Science
Education, ITiCSE '12, Haifa, Israel, July 3-5, 2012},
pages = {373},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2325296.2325388},
doi = {10.1145/2325296.2325388},
timestamp = {Wed, 10 Mar 2021 13:17:16 +0100},
biburl = {https://dblp.org/rec/conf/iticse/Larraza-MendiluzeGMMRALS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GurrutxagaMAPM11,
author = {Ibai Gurrutxaga and
Javier Muguerza and
Olatz Arbelaitz and
Jes{\'{u}}s M. P{\'{e}}rez and
Jos{\'{e}} Ignacio Mart{\'{\i}}n},
title = {Towards a standard methodology to evaluate internal cluster validity
indices},
journal = {Pattern Recognit. Lett.},
volume = {32},
number = {3},
pages = {505--515},
year = {2011},
url = {https://doi.org/10.1016/j.patrec.2010.11.006},
doi = {10.1016/J.PATREC.2010.11.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/GurrutxagaMAPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/AlbisuaAGMP11,
author = {I{\~{n}}aki Albisua and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez},
editor = {Jos{\'{e}} Antonio Lozano and
Jos{\'{e}} A. G{\'{a}}mez and
Jos{\'{e}} A. Moreno},
title = {{C4.5} Consolidation Process: An Alternative to Intelligent Oversampling
Methods in Class Imbalance Problems},
booktitle = {Advances in Artificial Intelligence - 14th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2011, La Laguna,
Spain, November 7-11, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7023},
pages = {74--83},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25274-7\_8},
doi = {10.1007/978-3-642-25274-7\_8},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/caepia/AlbisuaAGMP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/ArbelaitzGLMP11,
author = {Olatz Arbelaitz and
Ibai Gurrutxaga and
Aizea Lojo and
Javier Muguerza and
I{\~{n}}igo Perona},
editor = {Jos{\'{e}} Antonio Lozano and
Jos{\'{e}} A. G{\'{a}}mez and
Jos{\'{e}} A. Moreno},
title = {{SAHN} with {SEP/COP} and SPADE, to Build a General Web Navigation
Adaptation System Using Server Log Information},
booktitle = {Advances in Artificial Intelligence - 14th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2011, La Laguna,
Spain, November 7-11, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7023},
pages = {413--422},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25274-7\_42},
doi = {10.1007/978-3-642-25274-7\_42},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/ArbelaitzGLMP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/PerezAAGMMP10,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
I{\~{n}}aki Albisua and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
I{\~{n}}igo Perona},
title = {Consolidated trees versus bagging when explanation is required},
journal = {Computing},
volume = {89},
number = {3-4},
pages = {113--145},
year = {2010},
url = {https://doi.org/10.1007/s00607-010-0094-z},
doi = {10.1007/S00607-010-0094-Z},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/PerezAAGMMP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GurrutxagaAAMMPP10,
author = {Ibai Gurrutxaga and
I{\~{n}}aki Albisua and
Olatz Arbelaitz and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez and
I{\~{n}}igo Perona},
title = {{SEP/COP:} An efficient method to find the best partition in hierarchical
clustering based on a new cluster validity index},
journal = {Pattern Recognit.},
volume = {43},
number = {10},
pages = {3364--3373},
year = {2010},
url = {https://doi.org/10.1016/j.patcog.2010.04.021},
doi = {10.1016/J.PATCOG.2010.04.021},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/GurrutxagaAAMMPP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/AlbisuaAGMMPP09,
author = {I{\~{n}}aki Albisua and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez and
I{\~{n}}igo Perona},
editor = {Pedro Meseguer and
Lawrence Mandow and
Rafael M. Gasca},
title = {Obtaining Optimal Class Distribution for Decision Trees: Comparative
Analysis of {CTC} and {C4.5}},
booktitle = {Current Topics in Artificial Intelligence, 13th Conference of the
Spanish Association for Artificial Intelligence, {CAEPIA} 2009, Seville,
Spain, November 9-13, 2009. Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5988},
pages = {101--110},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-14264-2\_11},
doi = {10.1007/978-3-642-14264-2\_11},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/caepia/AlbisuaAGMMPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iadis/PeronaAGMMP09,
author = {I{\~{n}}igo Perona and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez},
editor = {Hans Weghorn and
Pedro T. Isa{\'{\i}}as},
title = {Unsupervised anomaly detection system for Nidis-s based on payload
and probabilistic suffix trees},
booktitle = {Proceedings of the {IADIS} International Conference Applied Computing
2009, 19-21 November, Rome, Italy, 2 Volumes},
pages = {11--18},
publisher = {{IADIS} Press},
year = {2009},
timestamp = {Tue, 04 Oct 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iadis/PeronaAGMMP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/GurrutxagaAMMPP09,
author = {Ibai Gurrutxaga and
Olatz Arbelaitz and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez and
I{\~{n}}igo Perona},
editor = {Jos{\'{e}} Cordeiro and
Joaquim Filipe},
title = {{SIHC:} {A} Stable Incremental Hierarchical Clustering Algorithm},
booktitle = {{ICEIS} 2009 - Proceedings of the 11th International Conference on
Enterprise Information Systems, Volume AIDSS, Milan, Italy, May 6-10,
2009},
pages = {300--304},
year = {2009},
timestamp = {Thu, 10 Sep 2009 09:32:47 +0200},
biburl = {https://dblp.org/rec/conf/iceis/GurrutxagaAMMPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/GurrutxagaAPMMP08,
author = {Ibai Gurrutxaga and
Olatz Arbelaitz and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
I{\~{n}}igo Perona},
editor = {John F. Roddick and
Jiuyong Li and
Peter Christen and
Paul J. Kennedy},
title = {Evaluation of Malware clustering based on its dynamic behaviour},
booktitle = {Data Mining and Analytics 2008, Proceedings of the Seventh Australasian
Data Mining Conference (AusDM 2008). Glenelg/Adelaide, SA, Australia,
27-28 November 2008, Proceedings},
series = {{CRPIT}},
volume = {87},
pages = {163--170},
publisher = {Australian Computer Society},
year = {2008},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV87Gurrutxaga.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/GurrutxagaAPMMP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausdm/PeronaGAMMP08,
author = {I{\~{n}}igo Perona and
Ibai Gurrutxaga and
Olatz Arbelaitz and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Javier Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez},
editor = {John F. Roddick and
Jiuyong Li and
Peter Christen and
Paul J. Kennedy},
title = {Service-independent payload analysis to improve intrusion detection
in network traffic},
booktitle = {Data Mining and Analytics 2008, Proceedings of the Seventh Australasian
Data Mining Conference (AusDM 2008). Glenelg/Adelaide, SA, Australia,
27-28 November 2008, Proceedings},
series = {{CRPIT}},
volume = {87},
pages = {171--178},
publisher = {Australian Computer Society},
year = {2008},
url = {http://crpit.scem.westernsydney.edu.au/abstracts/CRPITV87Perona.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/PeronaGAMMP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PerezMAGM07,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n},
title = {Combining multiple class distribution modified subsamples in a single
tree},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {4},
pages = {414--422},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2006.08.013},
doi = {10.1016/J.PATREC.2006.08.013},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/PerezMAGM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/GurrutxagaPAMMA07,
author = {Ibai Gurrutxaga and
Jes{\'{u}}s M. P{\'{e}}rez and
Olatz Arbelaitz and
Javier Muguerza and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Ander Ansuategi},
editor = {Daniel Borrajo and
Luis A. Castillo and
Juan M. Corchado},
title = {{CTC:} An Alternative to Extract Explanation from Bagging},
booktitle = {Current Topics in Artificial Intelligence, 12th Conference of the
Spanish Association for Artificial Intelligence, {CAEPIA} 2007, Salamanca,
Spain, November 12-16, 2007. Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4788},
pages = {90--99},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75271-4\_10},
doi = {10.1007/978-3-540-75271-4\_10},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/GurrutxagaPAMMA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/GurrutxagaAAPMM06,
author = {Ibai Gurrutxaga and
Ander Ansuategi and
Olatz Arbelaitz and
Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Jos{\'{e}} Ignacio Mart{\'{\i}}n},
editor = {Petra Perner},
title = {Comparison of two strategies, {CTC} and CMM, to combine m classifiers
in a single comprehensible one},
booktitle = {6th Industrial Conference on Data Mining, Poster Proceedings, {ICDM}
2006, Leipzig, Germany, July 14-15, 2006},
series = {IBaI Report},
pages = {6--18},
year = {2006},
timestamp = {Tue, 22 Feb 2022 10:29:39 +0100},
biburl = {https://dblp.org/rec/conf/incdm/GurrutxagaAAPMM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:conf/ausdm/PerezMAGM06,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n},
editor = {Graham J. Williams and
Simeon J. Simoff},
title = {Consolidated Trees: An Analysis of Structural Convergence},
booktitle = {Data Mining - Theory, Methodology, Techniques, and Applications},
series = {Lecture Notes in Computer Science},
volume = {3755},
pages = {39--52},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11677437\_4},
doi = {10.1007/11677437\_4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausdm/PerezMAGM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/PerezMAGM05,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {Consolidated Trees: Classifiers with Stable Explanation. {A} Model
to Achieve the Desired Stability in Explanation},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {99--107},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_11},
doi = {10.1007/11551188\_11},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icapr/PerezMAGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/PerezMAGM05a,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {Consolidated Tree Classifier Learning in a Car Insurance Fraud Detection
Domain with Class Imbalance},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {381--389},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_41},
doi = {10.1007/11551188\_41},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icapr/PerezMAGM05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/PerezMAG04,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga},
title = {Consolidated Tree Construction Algorithm: Structurally Steady Trees},
booktitle = {{ICEIS} 2004, Proceedings of the 6th International Conference on Enterprise
Information Systems, Porto, Portugal, April 14-17, 2004},
pages = {14--21},
year = {2004},
timestamp = {Thu, 02 Feb 2017 12:56:49 +0100},
biburl = {https://dblp.org/rec/conf/iceis/PerezMAG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iis/PerezMAG04,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga},
editor = {Mieczyslaw A. Klopotek and
Slawomir T. Wierzchon and
Krzysztof Trojanowski},
title = {A new algorithm to build consolidated trees: study of the error rate
and steadiness},
booktitle = {Intelligent Information Processing and Web Mining, Proceedings of
the International {IIS:} IIPWM'04 Conference held in Zakopane, Poland,
May 17-20, 2004},
series = {Advances in Soft Computing},
pages = {79--88},
publisher = {Springer},
year = {2004},
timestamp = {Fri, 09 Jul 2004 15:22:49 +0200},
biburl = {https://dblp.org/rec/conf/iis/PerezMAG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/PerezMAGM04,
author = {Jes{\'{u}}s M. P{\'{e}}rez and
Javier Muguerza and
Olatz Arbelaitz and
Ibai Gurrutxaga and
Jos{\'{e}} Ignacio Mart{\'{\i}}n},
editor = {Ana L. N. Fred},
title = {Behavior of Consolidated Trees when using Resampling Techniques},
booktitle = {Pattern Recognition in Information Systems, Proceedings of the 4th
International Workshop on Pattern Recognition in Information Systems,
{PRIS} 2004, In conjunction with {ICEIS} 2004, Porto, Portugal, April
2004},
pages = {139--148},
publisher = {{INSTICC} Press},
year = {2004},
timestamp = {Thu, 25 Nov 2004 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pris/PerezMAGM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LafuenteAMMA02,
author = {Clemente Rodr{\'{\i}}guez Lafuente and
Iratxe Soraluze Arriola and
Javier Muguerza and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Gonzalo {\'{A}}lvarez},
title = {Hierarchical classifiers based on neighbourhood criteria with adaptive
computational cost},
journal = {Pattern Recognit.},
volume = {35},
number = {12},
pages = {2761--2769},
year = {2002},
url = {https://doi.org/10.1016/S0031-3203(01)00243-6},
doi = {10.1016/S0031-3203(01)00243-6},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LafuenteAMMA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/RodriguezSMMA01,
author = {Clemente Rodr{\'{\i}}guez and
Iratxe Soraluze Arriola and
Javier Muguerza and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Gonzalo {\'{A}}lvarez},
editor = {Ana L. N. Fred and
Anil K. Jain},
title = {Hierarchical Classifiers based on Neighbourhood Criteria with Adaptive
Computational Cost},
booktitle = {Pattern Recognition in Information Systems, Proceedings of the 1st
International Workshop on Pattern Recognition in Information Systems,
{PRIS} 2001, In conjunction with {ICEIS} 2001, Set{\'{u}}bal,
Portugal, July 6-7, 2001},
pages = {127--138},
publisher = {{ICEIS} Press},
year = {2001},
timestamp = {Fri, 27 Oct 2017 15:34:06 +0200},
biburl = {https://dblp.org/rec/conf/pris/RodriguezSMMA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/RodriguezMNZMP98,
author = {Clemente Rodr{\'{\i}}guez and
Javier Muguerza and
M. Navarro and
A. Z{\'{a}}rate and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Jes{\'{u}}s M. P{\'{e}}rez},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {A two-stage classifier for broken and blurred digits in forms},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1101--1105},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711886},
doi = {10.1109/ICPR.1998.711886},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/RodriguezMNZMP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/RodriguezMNZMP98a,
author = {Clemente Rodr{\'{\i}}guez and
Javier Muguerza and
M. Navarro and
A. Z{\'{a}}rate and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Jes{\'{u}}s M. P{\'{e}}rez},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {Segmentation of low-quality typewritten digits},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1106--1109},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711887},
doi = {10.1109/ICPR.1998.711887},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/RodriguezMNZMP98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/RodriguezMNZMP98,
author = {Clemente Rodr{\'{\i}}guez and
Javier Muguerza and
M. Navarro and
A. Z{\'{a}}rate and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Jes{\'{u}}s M. P{\'{e}}rez},
editor = {Adnan Amin and
Dov Dori and
Pavel Pudil and
Herbert Freeman},
title = {A Hierarchical Classifier for Multifont Digits},
booktitle = {Advances in Pattern Recognition, Joint {IAPR} International Workshops
{SSPR} '98 and {SPR} '98, Sydney, NSW, Australia, August 11-13, 1998,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1451},
pages = {937--943},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0033322},
doi = {10.1007/BFB0033322},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/sspr/RodriguezMNZMP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/RodriguezMNZMP98a,
author = {Clemente Rodr{\'{\i}}guez and
Javier Muguerza and
M. Navarro and
A. Z{\'{a}}rate and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Jes{\'{u}}s M. P{\'{e}}rez},
editor = {Adnan Amin and
Dov Dori and
Pavel Pudil and
Herbert Freeman},
title = {A New Cost Function for Typewritten Digits Segmentation},
booktitle = {Advances in Pattern Recognition, Joint {IAPR} International Workshops
{SSPR} '98 and {SPR} '98, Sydney, NSW, Australia, August 11-13, 1998,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1451},
pages = {975--980},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0033327},
doi = {10.1007/BFB0033327},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/RodriguezMNZMP98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LafuenteRMLMP96,
author = {Clemente Rodr{\'{\i}}guez Lafuente and
Santiago Rementeria and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Alberto Lafuente and
Javier Francisco Muguerza and
Jes{\'{u}}s M. P{\'{e}}rez},
title = {A modular neural network approach to fault diagnosis},
journal = {{IEEE} Trans. Neural Networks},
volume = {7},
number = {2},
pages = {326--340},
year = {1996},
url = {https://doi.org/10.1109/72.485636},
doi = {10.1109/72.485636},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LafuenteRMLMP96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/RodriguezMJ94,
author = {Clemente Rodr{\'{\i}}guez and
Javier Muguerza and
Jos{\'{e}} Ignacio Mart{\'{\i}}n and
Alberto Lafuente and
Santiago Rementeria},
title = {Introducing Parallelism In Power System Diagnosis},
booktitle = {Proceedings of the Second Euromicro Workshop on Parallel and Distributed
Processing, {PDP} 1994, January 26-28, 1994, Malaga, Spain},
pages = {85--92},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/EMPDP.1994.592473},
doi = {10.1109/EMPDP.1994.592473},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pdp/RodriguezMJ94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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