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ORCIDBibTeX records: Pedro Larrañaga
@article{DBLP:journals/tnn/PuertoSantanaLB24,
author = {Carlos Puerto{-}Santana and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Feature Saliencies in Asymmetric Hidden Markov Models},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {3},
pages = {3586--3600},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2022.3194597},
doi = {10.1109/TNNLS.2022.3194597},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/PuertoSantanaLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/VillaBlancoBL23,
author = {Carlos Villa{-}Blanco and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Feature subset selection for data and feature streams: a review},
journal = {Artif. Intell. Rev.},
volume = {56},
number = {{S1}},
pages = {1011--1062},
year = {2023},
url = {https://doi.org/10.1007/s10462-023-10546-9},
doi = {10.1007/S10462-023-10546-9},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/VillaBlancoBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/ValverdeQLB23,
author = {Gabriel Valverde and
David Quesada and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Causal reinforcement learning based on Bayesian networks applied to
industrial settings},
journal = {Eng. Appl. Artif. Intell.},
volume = {125},
pages = {106657},
year = {2023},
url = {https://doi.org/10.1016/j.engappai.2023.106657},
doi = {10.1016/J.ENGAPPAI.2023.106657},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/ValverdeQLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/MorenoRodriguezLB23,
author = {Jos{\'{e}} Luis Moreno{-}Rodr{\'{\i}}guez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {NeuroSuites: An online platform for running neuroscience, statistical,
and machine learning tools},
journal = {Frontiers Neuroinformatics},
volume = {17},
year = {2023},
url = {https://doi.org/10.3389/fninf.2023.1092967},
doi = {10.3389/FNINF.2023.1092967},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/MorenoRodriguezLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/VillaBlancoBBLS23,
author = {Carlos Villa{-}Blanco and
Alessandro Bregoli and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Fabio Stella},
title = {Constraint-based and hybrid structure learning of multidimensional
continuous-time Bayesian network classifiers},
journal = {Int. J. Approx. Reason.},
volume = {159},
pages = {108945},
year = {2023},
url = {https://doi.org/10.1016/j.ijar.2023.108945},
doi = {10.1016/J.IJAR.2023.108945},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/VillaBlancoBBLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ValeroLealBLR23,
author = {Enrique Valero{-}Leal and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Silja Renooij},
title = {Efficient search for relevance explanations using MAP-independence
in Bayesian networks},
journal = {Int. J. Approx. Reason.},
volume = {160},
pages = {108965},
year = {2023},
url = {https://doi.org/10.1016/j.ijar.2023.108965},
doi = {10.1016/J.IJAR.2023.108965},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/ValeroLealBLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PuertoSantanaLB23,
author = {Carlos Puerto{-}Santana and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Feature subset selection in data-stream environments using asymmetric
hidden Markov models and novelty detection},
journal = {Neurocomputing},
volume = {554},
pages = {126641},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126641},
doi = {10.1016/J.NEUCOM.2023.126641},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PuertoSantanaLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BernaolaMLB23,
author = {Nikolas Bernaola and
Mario Michiels and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Learning massive interpretable gene regulatory networks of the human
brain by merging Bayesian networks},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {12},
year = {2023},
url = {https://doi.org/10.1371/journal.pcbi.1011443},
doi = {10.1371/JOURNAL.PCBI.1011443},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/BernaolaMLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qip/SolovievBL23,
author = {Vicente P. Soloviev and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Quantum approximate optimization algorithm for Bayesian network structure
learning},
journal = {Quantum Inf. Process.},
volume = {22},
number = {1},
pages = {19},
year = {2023},
url = {https://doi.org/10.1007/s11128-022-03769-2},
doi = {10.1007/S11128-022-03769-2},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qip/SolovievBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SolovievLB23,
author = {Vicente P. Soloviev and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Variational Quantum Algorithm Parameter Tuning with Estimation of
Distribution Algorithms},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2023, Chicago,
IL, USA, July 1-5, 2023},
pages = {1--9},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CEC53210.2023.10254138},
doi = {10.1109/CEC53210.2023.10254138},
timestamp = {Fri, 29 Sep 2023 13:35:30 +0200},
biburl = {https://dblp.org/rec/conf/cec/SolovievLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/LozanoBBLSGMGR23,
author = {Dafne Lozano and
Luis Bote and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Mar{\'{\i}}a Sabater{-}Molina and
Juan Ram{\'{o}}n Gimeno and
Sergio Mu{\~{n}}oz and
Francisco Javier Gimeno{-}Blanes and
Jos{\'{e}} Luis Rojo{-}{\'{A}}lvarez},
title = {High-Dimensional Feature Characterization of Single Nucleotide Variants
in Hypertrophic Cardiomyopathy},
booktitle = {Computing in Cardiology, CinC 2023, Atlanta, GA, USA, October 1-4,
2023},
pages = {1--4},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.22489/CinC.2023.172},
doi = {10.22489/CINC.2023.172},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cinc/LozanoBBLSGMGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csr2/CasajusSetienBL23,
author = {Jorge Casaj{\'{u}}s{-}Seti{\'{e}}n and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer
Models},
booktitle = {{IEEE} International Conference on Cyber Security and Resilience,
{CSR} 2023, Venice, Italy, July 31 - Aug. 2, 2023},
pages = {72--77},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CSR57506.2023.10224965},
doi = {10.1109/CSR57506.2023.10224965},
timestamp = {Wed, 06 Sep 2023 08:09:39 +0200},
biburl = {https://dblp.org/rec/conf/csr2/CasajusSetienBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09870,
author = {Carlos Puerto{-}Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Gustav Eje Henter},
title = {Context-specific kernel-based hidden Markov model for time series
analysis},
journal = {CoRR},
volume = {abs/2301.09870},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09870},
doi = {10.48550/ARXIV.2301.09870},
eprinttype = {arXiv},
eprint = {2301.09870},
timestamp = {Fri, 27 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05972,
author = {David Quesada and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Classifying the evolution of {COVID-19} severity on patients with
combined dynamic Bayesian networks and neural networks},
journal = {CoRR},
volume = {abs/2303.05972},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05972},
doi = {10.48550/ARXIV.2303.05972},
eprinttype = {arXiv},
eprint = {2303.05972},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Rodriguez-Sanchez22,
author = {Fernando Rodriguez{-}Sanchez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Multipartition clustering of mixed data with Bayesian networks},
journal = {Int. J. Intell. Syst.},
volume = {37},
number = {3},
pages = {2188--2218},
year = {2022},
url = {https://doi.org/10.1002/int.22770},
doi = {10.1002/INT.22770},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/Rodriguez-Sanchez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/QuesadaBFL22,
author = {David Quesada and
Concha Bielza and
Pedro Font{\'{a}}n and
Pedro Larra{\~{n}}aga},
title = {Piecewise forecasting of nonlinear time series with model tree dynamic
Bayesian networks},
journal = {Int. J. Intell. Syst.},
volume = {37},
number = {11},
pages = {9108--9137},
year = {2022},
url = {https://doi.org/10.1002/int.22982},
doi = {10.1002/INT.22982},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/QuesadaBFL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AtienzaBL22,
author = {David Atienza and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {PyBNesian: An extensible python package for Bayesian networks},
journal = {Neurocomputing},
volume = {504},
pages = {204--209},
year = {2022},
url = {https://doi.org/10.1016/j.neucom.2022.06.112},
doi = {10.1016/J.NEUCOM.2022.06.112},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/AtienzaBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/Puerto-SantanaB22,
author = {Carlos Puerto{-}Santana and
Concha Bielza and
Javier Diaz{-}Rozo and
Guillem Ramirez{-}Gargallo and
Filippo Mantovani and
Gaizka Virumbrales and
Jes{\'{u}}s Labarta and
Pedro Larra{\~{n}}aga},
title = {Asymmetric HMMs for Online Ball-Bearing Health Assessments},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {20},
pages = {20160--20177},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3173064},
doi = {10.1109/JIOT.2022.3173064},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/Puerto-SantanaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/AtienzaBL22,
author = {David Atienza and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Semiparametric Bayesian networks},
journal = {Inf. Sci.},
volume = {584},
pages = {564--582},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.10.074},
doi = {10.1016/J.INS.2021.10.074},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/AtienzaBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jco/SolovievLB22,
author = {Vicente P. Soloviev and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Estimation of distribution algorithms using Gaussian Bayesian networks
to solve industrial optimization problems constrained by environment
variables},
journal = {J. Comb. Optim.},
volume = {44},
number = {2},
pages = {1077--1098},
year = {2022},
url = {https://doi.org/10.1007/s10878-022-00879-6},
doi = {10.1007/S10878-022-00879-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jco/SolovievLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Puerto-SantanaL22,
author = {Carlos Puerto{-}Santana and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Autoregressive Asymmetric Linear Gaussian Hidden Markov Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {9},
pages = {4642--4658},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3068799},
doi = {10.1109/TPAMI.2021.3068799},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/Puerto-SantanaL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SolovievLB22,
author = {Vicente P. Soloviev and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {Quantum parametric circuit optimization with estimation of distribution
algorithms},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {2247--2250},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3533963},
doi = {10.1145/3520304.3533963},
timestamp = {Mon, 25 Jul 2022 17:04:27 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SolovievLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Villa-BlancoBBL22,
author = {Carlos Villa{-}Blanco and
Alessandro Bregoli and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Fabio Stella},
editor = {Antonio Salmer{\'{o}}n and
Rafael Rum{\'{\i}}},
title = {Structure learning algorithms for multidimensional continuous-time
Bayesian network classifiers},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2022, 5-7 October 2022, Almer{\'{\i}}a, Spain},
series = {Proceedings of Machine Learning Research},
volume = {186},
pages = {313--324},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v186/villa-blanco22a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Villa-BlancoBBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Valero-LealLB22,
author = {Enrique Valero{-}Leal and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Antonio Salmer{\'{o}}n and
Rafael Rum{\'{\i}}},
title = {Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate
Modelling},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2022, 5-7 October 2022, Almer{\'{\i}}a, Spain},
series = {Proceedings of Machine Learning Research},
volume = {186},
pages = {373--384},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v186/valero-leal22a.html},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/Valero-LealLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Casajus-SetienB22,
author = {Jorge Casaj{\'{u}}s{-}Seti{\'{e}}n and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Antonio Salmer{\'{o}}n and
Rafael Rum{\'{\i}}},
title = {Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable
Anomaly Detection},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2022, 5-7 October 2022, Almer{\'{\i}}a, Spain},
series = {Proceedings of Machine Learning Research},
volume = {186},
pages = {397--408},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v186/casajus-setien22a.html},
timestamp = {Sat, 15 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Casajus-SetienB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/AtienzaBDL22,
author = {David Atienza and
Concha Bielza and
Javier Diaz{-}Rozo and
Pedro Larra{\~{n}}aga},
title = {Anomaly Detection with Laser Heat Treatment Thermal Videos},
publisher = {{IEEE} DataPort},
year = {2022},
month = may,
howpublished = {\url{https://doi.org/10.21227/7zbf-se57}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/7zbf-se57},
doi = {10.21227/7ZBF-SE57},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/data/10/AtienzaBDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02400,
author = {Vicente P. Soloviev and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Quantum Approximate Optimization Algorithm for Bayesian network structure
learning},
journal = {CoRR},
volume = {abs/2203.02400},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02400},
doi = {10.48550/ARXIV.2203.02400},
eprinttype = {arXiv},
eprint = {2203.02400},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/Gil-BegueBL21,
author = {Santiago Gil{-}Begue and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Multi-dimensional Bayesian network classifiers: {A} survey},
journal = {Artif. Intell. Rev.},
volume = {54},
number = {1},
pages = {519--559},
year = {2021},
url = {https://doi.org/10.1007/s10462-020-09858-x},
doi = {10.1007/S10462-020-09858-X},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/Gil-BegueBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/QuesadaVLB21,
author = {David Quesada and
Gabriel Valverde and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Long-term forecasting of multivariate time series in industrial furnaces
with dynamic Gaussian Bayesian networks},
journal = {Eng. Appl. Artif. Intell.},
volume = {103},
pages = {104301},
year = {2021},
url = {https://doi.org/10.1016/j.engappai.2021.104301},
doi = {10.1016/J.ENGAPPAI.2021.104301},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/QuesadaVLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/MihaljevicLB21,
author = {Bojan Mihaljevic and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Comparing the Electrophysiology and Morphology of Human and Mouse
Layer 2/3 Pyramidal Neurons With Bayesian Networks},
journal = {Frontiers Neuroinformatics},
volume = {15},
pages = {580873},
year = {2021},
url = {https://doi.org/10.3389/fninf.2021.580873},
doi = {10.3389/FNINF.2021.580873},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/MihaljevicLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Villa-BlancoLB21,
author = {Carlos Villa{-}Blanco and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Multidimensional continuous time Bayesian network classifiers},
journal = {Int. J. Intell. Syst.},
volume = {36},
number = {12},
pages = {7839--7866},
year = {2021},
url = {https://doi.org/10.1002/int.22611},
doi = {10.1002/INT.22611},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/Villa-BlancoLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MichielsLB21,
author = {Mario Michiels and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {BayeSuites: An open web framework for massive Bayesian networks focused
on neuroscience},
journal = {Neurocomputing},
volume = {428},
pages = {166--181},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.11.066},
doi = {10.1016/J.NEUCOM.2020.11.066},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/MichielsLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MihaljevicBL21,
author = {Bojan Mihaljevic and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Bayesian networks for interpretable machine learning and optimization},
journal = {Neurocomputing},
volume = {456},
pages = {648--665},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.01.138},
doi = {10.1016/J.NEUCOM.2021.01.138},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MihaljevicBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SolovievBL21,
author = {Vicente P. Soloviev and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Quantum-Inspired Estimation Of Distribution Algorithm To Solve The
Travelling Salesman Problem},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2021, Krak{\'{o}}w,
Poland, June 28 - July 1, 2021},
pages = {416--425},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CEC45853.2021.9504821},
doi = {10.1109/CEC45853.2021.9504821},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SolovievBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/QuesadaBL21,
author = {David Quesada and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Structure Learning of High-Order Dynamic Bayesian Networks via Particle
Swarm Optimization with Order Invariant Encoding},
booktitle = {Hybrid Artificial Intelligent Systems - 16th International Conference,
{HAIS} 2021, Bilbao, Spain, September 22-24, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12886},
pages = {158--171},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86271-8\_14},
doi = {10.1007/978-3-030-86271-8\_14},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/QuesadaBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/softcomp/Puerto-SantanaL21,
author = {Carlos Puerto{-}Santana and
Pedro Larra{\~{n}}aga and
Javier Diaz{-}Rozo and
Concha Bielza},
editor = {Hugo Sanjurjo{-}Gonz{\'{a}}lez and
Iker Pastor{-}L{\'{o}}pez and
Pablo Garc{\'{\i}}a Bringas and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {An Online Feature Selection Methodology for Ball-Bearing Harmonic
Frequencies Based on HMMs},
booktitle = {16th International Conference on Soft Computing Models in Industrial
and Environmental Applications, {SOCO} 2021, Bilbao, Spain, 22-24
September, 2021},
series = {Advances in Intelligent Systems and Computing},
volume = {1401},
pages = {546--555},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87869-6\_52},
doi = {10.1007/978-3-030-87869-6\_52},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/softcomp/Puerto-SantanaL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03008,
author = {David Atienza and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Semiparametric Bayesian Networks},
journal = {CoRR},
volume = {abs/2109.03008},
year = {2021},
url = {https://arxiv.org/abs/2109.03008},
eprinttype = {arXiv},
eprint = {2109.03008},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/CordobaBLV20,
author = {Irene C{\'{o}}rdoba and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Gherardo Varando},
title = {Sparse Cholesky Covariance Parametrization for Recovering Latent Structure
in Ordered Data},
journal = {{IEEE} Access},
volume = {8},
pages = {154614--154624},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3018593},
doi = {10.1109/ACCESS.2020.3018593},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/CordobaBLV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Rodriguez-Sanchez20a,
author = {Fernando Rodriguez{-}Sanchez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Incremental Learning of Latent Forests},
journal = {{IEEE} Access},
volume = {8},
pages = {224420--224432},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3027064},
doi = {10.1109/ACCESS.2020.3027064},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Rodriguez-Sanchez20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Diaz-RozoBL20,
author = {Javier Diaz{-}Rozo and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Machine-tool condition monitoring with Gaussian mixture models-based
dynamic probabilistic clustering},
journal = {Eng. Appl. Artif. Intell.},
volume = {89},
pages = {103434},
year = {2020},
url = {https://doi.org/10.1016/j.engappai.2019.103434},
doi = {10.1016/J.ENGAPPAI.2019.103434},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/Diaz-RozoBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CordobaVBL20,
author = {Irene C{\'{o}}rdoba and
Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {On generating random Gaussian graphical models},
journal = {Int. J. Approx. Reason.},
volume = {125},
pages = {240--250},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.07.007},
doi = {10.1016/J.IJAR.2020.07.007},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CordobaVBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BernaolaMBL20,
author = {Nikolas Bernaola and
Mario Michiels and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Manfred Jaeger and
Thomas Dyhre Nielsen},
title = {BayesSuites: An Open Web Framework for Visualization of Massive Bayesian
Networks},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker,
Sk{\o}rping, Denmark},
series = {Proceedings of Machine Learning Research},
volume = {138},
pages = {593--596},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v138/bernaola20a.html},
timestamp = {Mon, 14 Jun 2021 10:33:30 +0200},
biburl = {https://dblp.org/rec/conf/pgm/BernaolaMBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01448,
author = {Irene C{\'{o}}rdoba and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Gherardo Varando},
title = {Sparse Cholesky covariance parametrization for recovering latent structure
in ordered data},
journal = {CoRR},
volume = {abs/2006.01448},
year = {2020},
url = {https://arxiv.org/abs/2006.01448},
eprinttype = {arXiv},
eprint = {2006.01448},
timestamp = {Tue, 09 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15604,
author = {Carlos Puerto{-}Santana and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Autoregressive Asymmetric Linear Gaussian Hidden Markov Models},
journal = {CoRR},
volume = {abs/2010.15604},
year = {2020},
url = {https://arxiv.org/abs/2010.15604},
eprinttype = {arXiv},
eprint = {2010.15604},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Fernandez-Gonzalez19,
author = {Pablo Fernandez{-}Gonzalez and
Concepcion Bielza and
Pedro Larra{\~{n}}aga},
title = {Random Forests for Regression as a Weighted Sum of {\textdollar}\{k\}{\textdollar}
-Potential Nearest Neighbors},
journal = {{IEEE} Access},
volume = {7},
pages = {25660--25672},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2900755},
doi = {10.1109/ACCESS.2019.2900755},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Fernandez-Gonzalez19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Luengo-SanchezL19,
author = {Sergio Luengo{-}Sanchez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {A Directional-Linear Bayesian Network and Its Application for Clustering
and Simulation of Neural Somas},
journal = {{IEEE} Access},
volume = {7},
pages = {69907--69921},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2918494},
doi = {10.1109/ACCESS.2019.2918494},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Luengo-SanchezL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/BenjumedaBL19,
author = {Marco Benjumeda and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Learning tractable Bayesian networks in the space of elimination orders},
journal = {Artif. Intell.},
volume = {274},
pages = {66--90},
year = {2019},
url = {https://doi.org/10.1016/j.artint.2018.11.007},
doi = {10.1016/J.ARTINT.2018.11.007},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/BenjumedaBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/LegueyBL19,
author = {Ignacio Leguey and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Circular Bayesian classifiers using wrapped Cauchy distributions},
journal = {Data Knowl. Eng.},
volume = {122},
pages = {101--115},
year = {2019},
url = {https://doi.org/10.1016/j.datak.2019.05.005},
doi = {10.1016/J.DATAK.2019.05.005},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dke/LegueyBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LegueyLBK19,
author = {Ignacio Leguey and
Pedro Larra{\~{n}}aga and
Concha Bielza and
Shogo Kato},
title = {A circular-linear dependence measure under Johnson-Wehrly distributions
and its application in Bayesian networks},
journal = {Inf. Sci.},
volume = {486},
pages = {240--253},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2019.01.080},
doi = {10.1016/J.INS.2019.01.080},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LegueyLBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BenjumedaLLB19,
author = {Marco Benjumeda and
Sergio Luengo{-}Sanchez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Tractable learning of Bayesian networks from partially observed data},
journal = {Pattern Recognit.},
volume = {91},
pages = {190--199},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2019.02.025},
doi = {10.1016/J.PATCOG.2019.02.025},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/BenjumedaLLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/MihaljevicLBHDB18,
author = {Bojan Mihaljevic and
Pedro Larra{\~{n}}aga and
Ruth Benavides{-}Piccione and
Sean L. Hill and
Javier DeFelipe and
Concha Bielza},
title = {Towards a supervised classification of neocortical interneuron morphologies},
journal = {{BMC} Bioinform.},
volume = {19},
number = {1},
pages = {511:1--511:22},
year = {2018},
url = {https://doi.org/10.1186/s12859-018-2470-1},
doi = {10.1186/S12859-018-2470-1},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/MihaljevicLBHDB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/BenjumedaBL18,
author = {Marco Benjumeda and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Tractability of most probable explanations in multidimensional Bayesian
network classifiers},
journal = {Int. J. Approx. Reason.},
volume = {93},
pages = {74--87},
year = {2018},
url = {https://doi.org/10.1016/j.ijar.2017.10.024},
doi = {10.1016/J.IJAR.2017.10.024},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/BenjumedaBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/Diaz-RozoBL18,
author = {Javier Diaz{-}Rozo and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Clustering of Data Streams With Dynamic Gaussian Mixture Models: An
IoT Application in Industrial Processes},
journal = {{IEEE} Internet Things J.},
volume = {5},
number = {5},
pages = {3533--3547},
year = {2018},
url = {https://doi.org/10.1109/JIOT.2018.2840129},
doi = {10.1109/JIOT.2018.2840129},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/Diaz-RozoBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/Luengo-SanchezF18,
author = {Sergio Luengo{-}Sanchez and
Isabel Fernaud and
Concha Bielza and
Ruth Benavides{-}Piccione and
Pedro Larra{\~{n}}aga and
Javier DeFelipe},
title = {3D morphology-based clustering and simulation of human pyramidal cell
dendritic spines},
journal = {PLoS Comput. Biol.},
volume = {14},
number = {6},
year = {2018},
url = {https://doi.org/10.1371/journal.pcbi.1006221},
doi = {10.1371/JOURNAL.PCBI.1006221},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/Luengo-SanchezF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/Anton-SanchezEB18,
author = {Laura Anton{-}Sanchez and
Felix Effenberger and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Hermann Cuntz},
title = {A regularity index for dendrites - local statistics of a neuron's
input space},
journal = {PLoS Comput. Biol.},
volume = {14},
number = {11},
year = {2018},
url = {https://doi.org/10.1371/journal.pcbi.1006593},
doi = {10.1371/JOURNAL.PCBI.1006593},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ploscb/Anton-SanchezEB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rjour/MihaljevicBL18,
author = {Bojan Mihaljevic and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {bnclassify: Learning Bayesian Network Classifiers},
journal = {R J.},
volume = {10},
number = {2},
pages = {455},
year = {2018},
url = {https://doi.org/10.32614/rj-2018-073},
doi = {10.32614/RJ-2018-073},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/rjour/MihaljevicBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/CordobaGHBL18,
author = {Irene C{\'{o}}rdoba and
Eduardo C. Garrido{-}Merch{\'{a}}n and
Daniel Hern{\'{a}}ndez{-}Lobato and
Concha Bielza and
Pedro Larra{\~{n}}aga},
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 = {Bayesian Optimization of the {PC} Algorithm for Learning Gaussian
Bayesian Networks},
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 = {44--54},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00374-6\_5},
doi = {10.1007/978-3-030-00374-6\_5},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caepia/CordobaGHBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Puerto-SantanaB18,
author = {Carlos Puerto{-}Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
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 = {Asymmetric Hidden Markov Models with Continuous Variables},
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 = {98--107},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00374-6\_10},
doi = {10.1007/978-3-030-00374-6\_10},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caepia/Puerto-SantanaB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/CordobaVBL18,
author = {Irene C{\'{o}}rdoba and
Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Hujun Yin and
David Camacho and
Paulo Novais and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {A Fast Metropolis-Hastings Method for Generating Random Correlation
Matrices},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2018
- 19th International Conference, Madrid, Spain, November 21-23, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11314},
pages = {117--124},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03493-1\_13},
doi = {10.1007/978-3-030-03493-1\_13},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/CordobaVBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Gil-BegueLB18,
author = {Santiago Gil{-}Begue and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Hujun Yin and
David Camacho and
Paulo Novais and
Antonio J. Tall{\'{o}}n{-}Ballesteros},
title = {Multi-dimensional Bayesian Network Classifier Trees},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2018
- 19th International Conference, Madrid, Spain, November 21-23, 2018,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11314},
pages = {354--363},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03493-1\_38},
doi = {10.1007/978-3-030-03493-1\_38},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/Gil-BegueLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/CordobaVBL18,
author = {Irene C{\'{o}}rdoba and
Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {A partial orthogonalization method for simulating covariance and concentration
graph matrices},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {61--72},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/cordoba18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/pgm/CordobaVBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MihaljevicBL18,
author = {Bojan Mihaljevic and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Learning Bayesian network classifiers with completed partially directed
acyclic graphs},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {272--283},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/mihaljevic18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MihaljevicBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Rodriguez-Sanchez18,
author = {Fernando Rodriguez{-}Sanchez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Milan Studen{\'{y}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Discrete model-based clustering with overlapping subsets of attributes},
booktitle = {International Conference on Probabilistic Graphical Models, {PGM}
2018, 11-14 September 2018, Prague, Czech Republic},
series = {Proceedings of Machine Learning Research},
volume = {72},
pages = {392--403},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v72/rodriguez-sanchez18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Rodriguez-Sanchez18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-11015,
author = {Irene C{\'{o}}rdoba{-}S{\'{a}}nchez and
Eduardo C. Garrido{-}Merch{\'{a}}n and
Daniel Hern{\'{a}}ndez{-}Lobato and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Bayesian optimization of the {PC} algorithm for learning Gaussian
Bayesian networks},
journal = {CoRR},
volume = {abs/1806.11015},
year = {2018},
url = {http://arxiv.org/abs/1806.11015},
eprinttype = {arXiv},
eprint = {1806.11015},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-11015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-04759,
author = {Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Eva Riccomagno},
title = {Markov Property in Generative Classifiers},
journal = {CoRR},
volume = {abs/1811.04759},
year = {2018},
url = {http://arxiv.org/abs/1811.04759},
eprinttype = {arXiv},
eprint = {1811.04759},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-04759.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-00262,
author = {Irene C{\'{o}}rdoba and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Towards Gaussian Bayesian Network Fusion},
journal = {CoRR},
volume = {abs/1812.00262},
year = {2018},
url = {http://arxiv.org/abs/1812.00262},
eprinttype = {arXiv},
eprint = {1812.00262},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-00262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/Anton-SanchezBL17,
author = {Laura Anton{-}Sanchez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Network design through forests with degree- and role-constrained minimum
spanning trees},
journal = {J. Heuristics},
volume = {23},
number = {1},
pages = {31--51},
year = {2017},
url = {https://doi.org/10.1007/s10732-017-9323-3},
doi = {10.1007/S10732-017-9323-3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/heuristics/Anton-SanchezBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/Rodriguez-Lujan17,
author = {Luis Rodriguez{-}Lujan and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Frobenius Norm Regularization for the Multivariate Von Mises Distribution},
journal = {Int. J. Intell. Syst.},
volume = {32},
number = {2},
pages = {153--176},
year = {2017},
url = {https://doi.org/10.1002/int.21834},
doi = {10.1002/INT.21834},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/Rodriguez-Lujan17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/Fernandez-Gonzalez17,
author = {Pablo Fernandez{-}Gonzalez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Univariate and bivariate truncated von Mises distributions},
journal = {Prog. Artif. Intell.},
volume = {6},
number = {2},
pages = {171--180},
year = {2017},
url = {https://doi.org/10.1007/s13748-016-0109-x},
doi = {10.1007/S13748-016-0109-X},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/Fernandez-Gonzalez17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etfa/MesoneroBL17,
author = {Javier Mesonero and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Architecture for anomaly detection in a laser heating surface process},
booktitle = {22nd {IEEE} International Conference on Emerging Technologies and
Factory Automation, {ETFA} 2017, Limassol, Cyprus, September 12-15,
2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ETFA.2017.8247777},
doi = {10.1109/ETFA.2017.8247777},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/etfa/MesoneroBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BorchaniLGB16,
author = {Hanen Borchani and
Pedro Larra{\~{n}}aga and
Jo{\~{a}}o Gama and
Concha Bielza},
title = {Mining multi-dimensional concept-drifting data streams using Bayesian
network classifiers},
journal = {Intell. Data Anal.},
volume = {20},
number = {2},
pages = {257--280},
year = {2016},
url = {https://doi.org/10.3233/IDA-160804},
doi = {10.3233/IDA-160804},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/BorchaniLGB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/VarandoBL16,
author = {Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Decision functions for chain classifiers based on Bayesian networks
for multi-label classification},
journal = {Int. J. Approx. Reason.},
volume = {68},
pages = {164--178},
year = {2016},
url = {https://doi.org/10.1016/j.ijar.2015.06.006},
doi = {10.1016/J.IJAR.2015.06.006},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/VarandoBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/IbanezABL16,
author = {Alfonso Ib{\'{a}}{\~{n}}ez and
Rub{\'{e}}n Arma{\~{n}}anzas and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Genetic algorithms and Gaussian Bayesian networks to uncover the predictive
core set of bibliometric indices},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {67},
number = {7},
pages = {1703--1721},
year = {2016},
url = {https://doi.org/10.1002/asi.23467},
doi = {10.1002/ASI.23467},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/IbanezABL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/Anton-SanchezBB16,
author = {Laura Anton{-}Sanchez and
Concha Bielza and
Ruth Benavides{-}Piccione and
Javier DeFelipe and
Pedro Larra{\~{n}}aga},
title = {Dendritic and Axonal Wiring Optimization of Cortical GABAergic Interneurons},
journal = {Neuroinformatics},
volume = {14},
number = {4},
pages = {453--464},
year = {2016},
url = {https://doi.org/10.1007/s12021-016-9309-6},
doi = {10.1007/S12021-016-9309-6},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/Anton-SanchezBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/BenjumedaLB16,
author = {Marco Benjumeda and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Learning Bayesian networks with low inference complexity},
journal = {Prog. Artif. Intell.},
volume = {5},
number = {1},
pages = {15--26},
year = {2016},
url = {https://doi.org/10.1007/s13748-015-0070-0},
doi = {10.1007/S13748-015-0070-0},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pai/BenjumedaLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/LegueyBL16,
author = {Ignacio Leguey and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Oscar Luaces and
Jos{\'{e}} A. G{\'{a}}mez and
Edurne Barrenechea and
Alicia Troncoso and
Mikel Galar and
H{\'{e}}ctor Quinti{\'{a}}n and
Emilio Corchado},
title = {Tree-Structured Bayesian Networks for Wrapped Cauchy Directional Distributions},
booktitle = {Advances in Artificial Intelligence - 17th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2016, Salamanca,
Spain, September 14-16, 2016. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9868},
pages = {207--216},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-44636-3\_19},
doi = {10.1007/978-3-319-44636-3\_19},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/LegueyBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Luengo-SanchezB16,
author = {Sergio Luengo{-}Sanchez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Hybrid Gaussian and von Mises Model-Based Clustering},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {855--862},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-855},
doi = {10.3233/978-1-61499-672-9-855},
timestamp = {Tue, 02 Nov 2021 15:59:05 +0100},
biburl = {https://dblp.org/rec/conf/ecai/Luengo-SanchezB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4cps/OgbechieDLB16,
author = {Alberto Ogbechie and
Javier Diaz{-}Rozo and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {J{\"{u}}rgen Beyerer and
Oliver Niggemann and
Christian K{\"{u}}hnert},
title = {Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual
Inspection of Laser Surface Heat Treatment},
booktitle = {Machine Learning for Cyber Physical Systems, Selected papers from
the International Conference {ML4CPS} 2016, Karlsruhe, Germany, September
29, 2016},
pages = {17--24},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-662-53806-7\_3},
doi = {10.1007/978-3-662-53806-7\_3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4cps/OgbechieDLB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BenjumedaBL16,
author = {Marco Benjumeda and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {Learning Tractable Multidimensional Bayesian Network Classifiers},
booktitle = {Probabilistic Graphical Models - Eighth International Conference,
{PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {52},
pages = {13--24},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/benjumeda16.html},
timestamp = {Tue, 19 Jan 2021 13:09:20 +0100},
biburl = {https://dblp.org/rec/conf/pgm/BenjumedaBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stairs/AtienzaBDL16,
author = {David Atienza and
Concha Bielza and
Javier D{\'{\i}}az and
Pedro Larra{\~{n}}aga},
editor = {David Pearce and
Helena Sofia Pinto},
title = {Anomaly Detection with a Spatio-Temporal Tracking of the Laser Spot},
booktitle = {{STAIRS} 2016 - Proceedings of the Eighth European Starting {AI} Researcher
Symposium, The Hague, The Netherlands, August 29-30, 2016},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {284},
pages = {137--142},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-682-8-137},
doi = {10.3233/978-1-61499-682-8-137},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stairs/AtienzaBDL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Cordoba-Sanchez16,
author = {Irene C{\'{o}}rdoba{-}S{\'{a}}nchez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {A review of undirected and acyclic directed Gaussian Markov model
selection and estimation},
journal = {CoRR},
volume = {abs/1606.07282},
year = {2016},
url = {http://arxiv.org/abs/1606.07282},
eprinttype = {arXiv},
eprint = {1606.07282},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/Cordoba-Sanchez16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/MihaljevicBGDLB15,
author = {Bojan Mihaljevic and
Ruth Benavides{-}Piccione and
Luis Guerra and
Javier DeFelipe and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Classifying GABAergic interneurons with semi-supervised projected
model-based clustering},
journal = {Artif. Intell. Medicine},
volume = {65},
number = {1},
pages = {49--59},
year = {2015},
url = {https://doi.org/10.1016/j.artmed.2014.12.010},
doi = {10.1016/J.ARTMED.2014.12.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/MihaljevicBGDLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/KarshenasBL15,
author = {Hossein Karshenas and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Interval-based ranking in noisy evolutionary multi-objective optimization},
journal = {Comput. Optim. Appl.},
volume = {61},
number = {2},
pages = {517--555},
year = {2015},
url = {https://doi.org/10.1007/s10589-014-9717-1},
doi = {10.1007/S10589-014-9717-1},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/coap/KarshenasBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/VarandoLNLB15,
author = {Gherardo Varando and
Pedro L. L{\'{o}}pez{-}Cruz and
Thomas D. Nielsen and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Conditional Density Approximations with Mixtures of Polynomials},
journal = {Int. J. Intell. Syst.},
volume = {30},
number = {3},
pages = {236--264},
year = {2015},
url = {https://doi.org/10.1002/int.21699},
doi = {10.1002/INT.21699},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/VarandoLNLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VarandoBL15,
author = {Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Decision boundary for discrete Bayesian network classifiers},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2725--2749},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912086},
doi = {10.5555/2789272.2912086},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VarandoBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/MihaljevicBBDL15,
author = {Bojan Mihaljevic and
Ruth Benavides{-}Piccione and
Concha Bielza and
Javier DeFelipe and
Pedro Larra{\~{n}}aga},
title = {Bayesian Network Classifiers for Categorizing Cortical GABAergic Interneurons},
journal = {Neuroinformatics},
volume = {13},
number = {2},
pages = {193--208},
year = {2015},
url = {https://doi.org/10.1007/s12021-014-9254-1},
doi = {10.1007/S12021-014-9254-1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/MihaljevicBBDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/Lopez-CruzBL15,
author = {Pedro L. L{\'{o}}pez{-}Cruz and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Directional naive Bayes classifiers},
journal = {Pattern Anal. Appl.},
volume = {18},
number = {2},
pages = {225--246},
year = {2015},
url = {https://doi.org/10.1007/s10044-013-0340-z},
doi = {10.1007/S10044-013-0340-Z},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/Lopez-CruzBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/BorchaniVBL15,
author = {Hanen Borchani and
Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {A survey on multi-output regression},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {5},
number = {5},
pages = {216--233},
year = {2015},
url = {https://doi.org/10.1002/widm.1157},
doi = {10.1002/WIDM.1157},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/BorchaniVBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Rodriguez-Lujan15,
author = {Luis Rodriguez{-}Lujan and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} Miguel Puerta and
Jos{\'{e}} A. G{\'{a}}mez and
Bernab{\'{e}} Dorronsoro and
Edurne Barrenechea and
Alicia Troncoso and
Bruno Baruque and
Mikel Galar},
title = {Regularized Multivariate von Mises Distribution},
booktitle = {Advances in Artificial Intelligence - 16th Conference of the Spanish
Association for Artificial Intelligence, {CAEPIA} 2015, Albacete,
Spain, November 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9422},
pages = {25--35},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24598-0\_3},
doi = {10.1007/978-3-319-24598-0\_3},
timestamp = {Sun, 02 Jun 2019 21:17:51 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Rodriguez-Lujan15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/Cordoba-Sanchez15,
author = {Irene C{\'{o}}rdoba{-}S{\'{a}}nchez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {S{\'{e}}bastien Destercke and
Thierry Denoeux},
title = {Towards Gaussian Bayesian Network Fusion},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 13th European Conference, {ECSQARU} 2015, Compi{\`{e}}gne, France,
July 15-17, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9161},
pages = {519--528},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20807-7\_47},
doi = {10.1007/978-3-319-20807-7\_47},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/Cordoba-Sanchez15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4cps/DiazBOL15,
author = {Javier D{\'{\i}}az and
Concha Bielza and
Jose L. Oca{\~{n}}a and
Pedro Larra{\~{n}}aga},
editor = {Oliver Niggemann and
J{\"{u}}rgen Beyerer},
title = {Development of a Cyber-Physical System based on selective Gaussian
na{\"{\i}}ve Bayes model for a self-predict laser surface heat
treatment process control},
booktitle = {Machine Learning for Cyber Physical Systems, Selected papers from
the International Conference {ML4CPS} 2015, Lemgo, Germany, October
1-2, 2015},
pages = {1--8},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-48838-6\_1},
doi = {10.1007/978-3-662-48838-6\_1},
timestamp = {Wed, 22 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4cps/DiazBOL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/BielzaL14,
author = {Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Discrete Bayesian Network Classifiers: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {47},
number = {1},
pages = {5:1--5:43},
year = {2014},
url = {https://doi.org/10.1145/2576868},
doi = {10.1145/2576868},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csur/BielzaL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/GuerraBRL14,
author = {Luis Guerra and
Concha Bielza and
V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga},
title = {Semi-supervised projected model-based clustering},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {4},
pages = {882--917},
year = {2014},
url = {https://doi.org/10.1007/s10618-013-0323-0},
doi = {10.1007/S10618-013-0323-0},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/GuerraBRL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/BielzaL14,
author = {Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Bayesian networks in neuroscience: a survey},
journal = {Frontiers Comput. Neurosci.},
volume = {8},
pages = {131},
year = {2014},
url = {https://doi.org/10.3389/fncom.2014.00131},
doi = {10.3389/FNCOM.2014.00131},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/BielzaL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/MihaljevicBBDL14,
author = {Bojan Mihaljevic and
Concha Bielza and
Ruth Benavides{-}Piccione and
Javier DeFelipe and
Pedro Larra{\~{n}}aga},
title = {Multi-dimensional classification of GABAergic interneurons with Bayesian
network-modeled label uncertainty},
journal = {Frontiers Comput. Neurosci.},
volume = {8},
pages = {150},
year = {2014},
url = {https://doi.org/10.3389/fncom.2014.00150},
doi = {10.3389/FNCOM.2014.00150},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/MihaljevicBBDL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Lopez-CruzLDB14,
author = {Pedro L. L{\'{o}}pez{-}Cruz and
Pedro Larra{\~{n}}aga and
Javier DeFelipe and
Concha Bielza},
title = {Bayesian network modeling of the consensus between experts: An application
to neuron classification},
journal = {Int. J. Approx. Reason.},
volume = {55},
number = {1},
pages = {3--22},
year = {2014},
url = {https://doi.org/10.1016/j.ijar.2013.03.011},
doi = {10.1016/J.IJAR.2013.03.011},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Lopez-CruzLDB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Lopez-CruzBL14,
author = {Pedro L. L{\'{o}}pez{-}Cruz and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Learning mixtures of polynomials of multidimensional probability densities
from data using B-spline interpolation},
journal = {Int. J. Approx. Reason.},
volume = {55},
number = {4},
pages = {989--1010},
year = {2014},
url = {https://doi.org/10.1016/j.ijar.2013.09.018},
doi = {10.1016/J.IJAR.2013.09.018},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Lopez-CruzBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/IbanezBL14,
author = {Alfonso Ib{\'{a}}{\~{n}}ez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Cost-sensitive selective naive Bayes classifiers for predicting the
increase of the h-index for scientific journals},
journal = {Neurocomputing},
volume = {135},
pages = {42--52},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.08.042},
doi = {10.1016/J.NEUCOM.2013.08.042},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/IbanezBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/SucarBMHZL14,
author = {Luis Enrique Sucar and
Concha Bielza and
Eduardo F. Morales and
Pablo Hernandez{-}Leal and
Julio H. Zaragoza and
Pedro Larra{\~{n}}aga},
title = {Multi-label classification with Bayesian network-based chain classifiers},
journal = {Pattern Recognit. Lett.},
volume = {41},
pages = {14--22},
year = {2014},
url = {https://doi.org/10.1016/j.patrec.2013.11.007},
doi = {10.1016/J.PATREC.2013.11.007},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/SucarBMHZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/KarshenasSBL14,
author = {Hossein Karshenas and
Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Multiobjective Estimation of Distribution Algorithm Based on Joint
Modeling of Objectives and Variables},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {18},
number = {4},
pages = {519--542},
year = {2014},
url = {https://doi.org/10.1109/TEVC.2013.2281524},
doi = {10.1109/TEVC.2013.2281524},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/KarshenasSBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ReadBL14,
author = {Jesse Read and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Multi-Dimensional Classification with Super-Classes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {7},
pages = {1720--1733},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.167},
doi = {10.1109/TKDE.2013.167},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ReadBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/VarandoBL14,
author = {Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Expressive Power of Binary Relevance and Chain Classifiers Based on
Bayesian Networks for Multi-label Classification},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {519--534},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_34},
doi = {10.1007/978-3-319-11433-0\_34},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/VarandoBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/BorchaniBTL13,
author = {Hanen Borchani and
Concha Bielza and
Carlos Toro and
Pedro Larra{\~{n}}aga},
title = {Predicting human immunodeficiency virus inhibitors using multi-dimensional
Bayesian network classifiers},
journal = {Artif. Intell. Medicine},
volume = {57},
number = {3},
pages = {219--229},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2012.12.005},
doi = {10.1016/J.ARTMED.2012.12.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/BorchaniBTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/ArmananzasBCML13,
author = {Rub{\'{e}}n Arma{\~{n}}anzas and
Concha Bielza and
Kallol Ray Chaudhuri and
Pablo Mart{\'{\i}}nez{-}Mart{\'{\i}}n and
Pedro Larra{\~{n}}aga},
title = {Unveiling relevant non-motor Parkinson's disease severity symptoms
using a machine learning approach},
journal = {Artif. Intell. Medicine},
volume = {58},
number = {3},
pages = {195--202},
year = {2013},
url = {https://doi.org/10.1016/j.artmed.2013.04.002},
doi = {10.1016/J.ARTMED.2013.04.002},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/ArmananzasBCML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/KarshenasSBL13,
author = {Hossein Karshenas and
Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Regularized continuous estimation of distribution algorithms},
journal = {Appl. Soft Comput.},
volume = {13},
number = {5},
pages = {2412--2432},
year = {2013},
url = {https://doi.org/10.1016/j.asoc.2012.11.049},
doi = {10.1016/J.ASOC.2012.11.049},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/KarshenasSBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/FloresILC13,
author = {Jose Luis Flores and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Borja Calvo},
title = {A new measure for gene expression biclustering based on non-parametric
correlation},
journal = {Comput. Methods Programs Biomed.},
volume = {112},
number = {3},
pages = {367--397},
year = {2013},
url = {https://doi.org/10.1016/j.cmpb.2013.07.025},
doi = {10.1016/J.CMPB.2013.07.025},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/FloresILC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/VidaurreBL13,
author = {Diego Vidaurre and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Sparse regularized local regression},
journal = {Comput. Stat. Data Anal.},
volume = {62},
pages = {122--135},
year = {2013},
url = {https://doi.org/10.1016/j.csda.2013.01.008},
doi = {10.1016/J.CSDA.2013.01.008},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/VidaurreBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/VidaurreBL13,
author = {Diego Vidaurre and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {An L\({}_{\mbox{1}}\)-Regularized na{\"{\i}}VE Bayes-Inspired
Classifier for Discarding Redundant and Irrelevant Predictors},
journal = {Int. J. Artif. Intell. Tools},
volume = {22},
number = {4},
year = {2013},
url = {https://doi.org/10.1142/S021821301350019X},
doi = {10.1142/S021821301350019X},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/VidaurreBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/SantanaABL13,
author = {Roberto Santana and
Rub{\'{e}}n Arma{\~{n}}anzas and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Network measures for information extraction in evolutionary algorithms},
journal = {Int. J. Comput. Intell. Syst.},
volume = {6},
number = {6},
pages = {1163--1188},
year = {2013},
url = {https://doi.org/10.1080/18756891.2013.823004},
doi = {10.1080/18756891.2013.823004},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/SantanaABL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/VidaurreBL13,
author = {Diego Vidaurre and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Classification of neural signals from sparse autoregressive features},
journal = {Neurocomputing},
volume = {111},
pages = {21--26},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.12.013},
doi = {10.1016/J.NEUCOM.2012.12.013},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/VidaurreBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Garcia-TorresABL13,
author = {Miguel Garc{\'{\i}}a{-}Torres and
Rub{\'{e}}n Arma{\~{n}}anzas and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Comparison of metaheuristic strategies for peakbin selection in proteomic
mass spectrometry data},
journal = {Inf. Sci.},
volume = {222},
pages = {229--246},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2010.12.013},
doi = {10.1016/J.INS.2010.12.013},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Garcia-TorresABL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LarranagaKBS13,
author = {Pedro Larra{\~{n}}aga and
Hossein Karshenas and
Concha Bielza and
Roberto Santana},
title = {A review on evolutionary algorithms in Bayesian network learning and
inference tasks},
journal = {Inf. Sci.},
volume = {233},
pages = {109--125},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2012.12.051},
doi = {10.1016/J.INS.2012.12.051},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LarranagaKBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/BielzaPL13,
author = {Concha Bielza and
Juan A. Fern{\'{a}}ndez del Pozo and
Pedro Larra{\~{n}}aga},
title = {Parameter Control of Genetic Algorithms by Learning and Simulation
of Bayesian Networks - {A} Case Study for the Optimal Ordering of
Tables},
journal = {J. Comput. Sci. Technol.},
volume = {28},
number = {4},
pages = {720--731},
year = {2013},
url = {https://doi.org/10.1007/s11390-013-1370-0},
doi = {10.1007/S11390-013-1370-0},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/BielzaPL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/VidaurreGBLH13,
author = {Diego Vidaurre and
Marcel A. J. van Gerven and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Tom Heskes},
title = {Bayesian Sparse Partial Least Squares},
journal = {Neural Comput.},
volume = {25},
number = {12},
pages = {3318--3339},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00524},
doi = {10.1162/NECO\_A\_00524},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/VidaurreGBLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/IbanezBL13,
author = {Alfonso Ib{\'{a}}{\~{n}}ez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Relationship among research collaboration, number of documents and
number of citations: a case study in Spanish computer science production
in 2000-2009},
journal = {Scientometrics},
volume = {95},
number = {2},
pages = {689--716},
year = {2013},
url = {https://doi.org/10.1007/s11192-012-0883-6},
doi = {10.1007/S11192-012-0883-6},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/IbanezBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/IbanezLB13,
author = {Alfonso Ib{\'{a}}{\~{n}}ez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Cluster methods for assessing research performance: exploring Spanish
computer science},
journal = {Scientometrics},
volume = {97},
number = {3},
pages = {571--600},
year = {2013},
url = {https://doi.org/10.1007/s11192-013-0985-9},
doi = {10.1007/S11192-013-0985-9},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/IbanezLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/GuerraBBRDL13,
author = {Luis Guerra and
Ruth Benavides{-}Piccione and
Concha Bielza and
V{\'{\i}}ctor Robles and
Javier DeFelipe and
Pedro Larra{\~{n}}aga},
editor = {Niels Peek and
Roque Mar{\'{\i}}n Morales and
Mor Peleg},
title = {Semi-supervised Projected Clustering for Classifying GABAergic Interneurons},
booktitle = {Artificial Intelligence in Medicine - 14th Conference on Artificial
Intelligence in Medicine, {AIME} 2013, Murcia, Spain, May 29 - June
1, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7885},
pages = {156--165},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38326-7\_24},
doi = {10.1007/978-3-642-38326-7\_24},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/GuerraBBRDL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Lopez-CruzBL13,
author = {Pedro L. L{\'{o}}pez{-}Cruz and
Concha Bielza and
Pedro Larra{\~{n}}aga},
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 = {Learning Conditional Linear Gaussian Classifiers with Probabilistic
Class Labels},
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 = {139--148},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40643-0\_15},
doi = {10.1007/978-3-642-40643-0\_15},
timestamp = {Fri, 16 Sep 2022 08:16:50 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Lopez-CruzBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/MihaljevicLB13,
author = {Bojan Mihaljevic and
Pedro Larra{\~{n}}aga and
Concha Bielza},
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 = {Augmented Semi-naive Bayes Classifier},
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 = {159--167},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40643-0\_17},
doi = {10.1007/978-3-642-40643-0\_17},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/MihaljevicLB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Lopez-CruzNBL13,
author = {Pedro L. L{\'{o}}pez{-}Cruz and
Thomas D. Nielsen and
Concha Bielza and
Pedro Larra{\~{n}}aga},
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 = {Learning Mixtures of Polynomials of Conditional Densities from Data},
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 = {363--372},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40643-0\_37},
doi = {10.1007/978-3-642-40643-0\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Lopez-CruzNBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/LarranagaB13,
author = {Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Pedro Pereira Rodrigues and
Mykola Pechenizkiy and
Jo{\~{a}}o Gama and
Ricardo Cruz{-}Correia and
Jiming Liu and
Agma J. M. Traina and
Peter J. F. Lucas and
Paolo Soda},
title = {Bayesian networks to answer challenging neuroscience questions},
booktitle = {Proceedings of the 26th {IEEE} International Symposium on Computer-Based
Medical Systems, Porto, Portugal, June 20-22, 2013},
pages = {2},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CBMS.2013.6627754},
doi = {10.1109/CBMS.2013.6627754},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/LarranagaB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Anton-SanchezBL13,
author = {Laura Anton{-}Sanchez and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Christian Blum and
Enrique Alba},
title = {Towards optimal neuronal wiring through estimation of distribution
algorithms},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {1647--1650},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2482744},
doi = {10.1145/2464576.2482744},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Anton-SanchezBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3871,
author = {Pedro Larra{\~{n}}aga and
Ramon Etxeberria and
Jos{\'{e}} Antonio Lozano and
Jos{\'{e}} M. Pe{\~{n}}a},
title = {Combinatorial Optimization by Learning and Simulation of Bayesian
Networks},
journal = {CoRR},
volume = {abs/1301.3871},
year = {2013},
url = {http://arxiv.org/abs/1301.3871},
eprinttype = {arXiv},
eprint = {1301.3871},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bc/SantanaBL12,
author = {Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Regularized logistic regression and multiobjective variable selection
for classifying {MEG} data},
journal = {Biol. Cybern.},
volume = {106},
number = {6-7},
pages = {389--405},
year = {2012},
url = {https://doi.org/10.1007/s00422-012-0506-6},
doi = {10.1007/S00422-012-0506-6},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bc/SantanaBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/ArmananzasLB12,
author = {Rub{\'{e}}n Arma{\~{n}}anzas and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Ensemble transcript interaction networks: {A} case study on Alzheimer's
disease},
journal = {Comput. Methods Programs Biomed.},
volume = {108},
number = {1},
pages = {442--450},
year = {2012},
url = {https://doi.org/10.1016/j.cmpb.2011.11.011},
doi = {10.1016/J.CMPB.2011.11.011},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/ArmananzasLB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/VidaurreBL12,
author = {Diego Vidaurre and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Lazy lasso for local regression},
journal = {Comput. Stat.},
volume = {27},
number = {3},
pages = {531--550},
year = {2012},
url = {https://doi.org/10.1007/s00180-011-0274-0},
doi = {10.1007/S00180-011-0274-0},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cstat/VidaurreBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/LarranagaKBS12,
author = {Pedro Larra{\~{n}}aga and
Hossein Karshenas and
Concha Bielza and
Roberto Santana},
title = {A review on probabilistic graphical models in evolutionary computation},
journal = {J. Heuristics},
volume = {18},
number = {5},
pages = {795--819},
year = {2012},
url = {https://doi.org/10.1007/s10732-012-9208-4},
doi = {10.1007/S10732-012-9208-4},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/heuristics/LarranagaKBS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/GuerraRBL12,
author = {Luis Guerra and
V{\'{\i}}ctor Robles and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {A comparison of clustering quality indices using outliers and noise},
journal = {Intell. Data Anal.},
volume = {16},
number = {4},
pages = {703--715},
year = {2012},
url = {https://doi.org/10.3233/IDA-2012-0545},
doi = {10.3233/IDA-2012-0545},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/GuerraRBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/BorchaniBML12,
author = {Hanen Borchani and
Concha Bielza and
Pablo Mart{\'{\i}}nez{-}Mart{\'{\i}}n and
Pedro Larra{\~{n}}aga},
title = {Markov blanket-based approach for learning multi-dimensional Bayesian
network classifiers: An application to predict the European Quality
of Life-5 Dimensions {(EQ-5D)} from the 39-item Parkinson's Disease
Questionnaire {(PDQ-39)}},
journal = {J. Biomed. Informatics},
volume = {45},
number = {6},
pages = {1175--1184},
year = {2012},
url = {https://doi.org/10.1016/j.jbi.2012.07.010},
doi = {10.1016/J.JBI.2012.07.010},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/BorchaniBML12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/CalvoILL12,
author = {Borja Calvo and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Wrapper positive Bayesian network classifiers},
journal = {Knowl. Inf. Syst.},
volume = {33},
number = {3},
pages = {631--654},
year = {2012},
url = {https://doi.org/10.1007/s10115-012-0553-2},
doi = {10.1007/S10115-012-0553-2},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/CalvoILL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/VidaurreBL12,
author = {Diego Vidaurre and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Forward stagewise na{\"{\i}}ve Bayes},
journal = {Prog. Artif. Intell.},
volume = {1},
number = {1},
pages = {57--69},
year = {2012},
url = {https://doi.org/10.1007/s13748-011-0001-7},
doi = {10.1007/S13748-011-0001-7},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pai/VidaurreBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SantanaBL12,
author = {Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Terence Soule and
Jason H. Moore},
title = {Maximizing the number of polychronous groups in spiking networks},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {1499--1500},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2331012},
doi = {10.1145/2330784.2331012},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SantanaBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LarranagaM11,
author = {Pedro Larra{\~{n}}aga and
Seraf{\'{\i}}n Moral},
title = {Probabilistic graphical models in artificial intelligence},
journal = {Appl. Soft Comput.},
volume = {11},
number = {2},
pages = {1511--1528},
year = {2011},
url = {https://doi.org/10.1016/j.asoc.2008.01.003},
doi = {10.1016/J.ASOC.2008.01.003},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/LarranagaM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BielzaRL11,
author = {Concha Bielza and
V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga},
title = {Regularized logistic regression without a penalty term: An application
to cancer classification with microarray data},
journal = {Expert Syst. Appl.},
volume = {38},
number = {5},
pages = {5110--5118},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.09.140},
doi = {10.1016/J.ESWA.2010.09.140},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/BielzaRL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/BengoetxeaLBP11,
author = {Endika Bengoetxea and
Pedro Larra{\~{n}}aga and
Concha Bielza and
Juan A. Fern{\'{a}}ndez del Pozo},
title = {Optimal row and column ordering to improve table interpretation using
estimation of distribution algorithms},
journal = {J. Heuristics},
volume = {17},
number = {5},
pages = {567--588},
year = {2011},
url = {https://doi.org/10.1007/s10732-010-9145-z},
doi = {10.1007/S10732-010-9145-Z},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/heuristics/BengoetxeaLBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BorchaniLB11,
author = {Hanen Borchani and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Classifying evolving data streams with partially labeled data},
journal = {Intell. Data Anal.},
volume = {15},
number = {5},
pages = {655--670},
year = {2011},
url = {https://doi.org/10.3233/IDA-2011-0488},
doi = {10.3233/IDA-2011-0488},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/BorchaniLB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/BielzaLL11,
author = {Concha Bielza and
Guangdi Li and
Pedro Larra{\~{n}}aga},
title = {Multi-dimensional classification with Bayesian networks},
journal = {Int. J. Approx. Reason.},
volume = {52},
number = {6},
pages = {705--727},
year = {2011},
url = {https://doi.org/10.1016/j.ijar.2011.01.007},
doi = {10.1016/J.IJAR.2011.01.007},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/BielzaLL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/SantanaBL11,
author = {Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Optimizing Brain Networks Topologies Using Multi-objective Evolutionary
Computation},
journal = {Neuroinformatics},
volume = {9},
number = {1},
pages = {3--19},
year = {2011},
url = {https://doi.org/10.1007/s12021-010-9085-7},
doi = {10.1007/S12021-010-9085-7},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/SantanaBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/Lopez-CruzBLBD11,
author = {Pedro L. L{\'{o}}pez{-}Cruz and
Concha Bielza and
Pedro Larra{\~{n}}aga and
Ruth Benavides{-}Piccione and
Javier DeFelipe},
title = {Models and Simulation of 3D Neuronal Dendritic Trees Using Bayesian
Networks},
journal = {Neuroinformatics},
volume = {9},
number = {4},
pages = {347--369},
year = {2011},
url = {https://doi.org/10.1007/s12021-011-9103-4},
doi = {10.1007/S12021-011-9103-4},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/Lopez-CruzBLBD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/IbanezLB11,
author = {Alfonso Ib{\'{a}}{\~{n}}ez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Using Bayesian networks to discover relationships between bibliometric
indices. {A} case study of computer science and artificial intelligence
journals},
journal = {Scientometrics},
volume = {89},
number = {2},
pages = {523--551},
year = {2011},
url = {https://doi.org/10.1007/s11192-011-0486-7},
doi = {10.1007/S11192-011-0486-7},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/IbanezLB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/ArmananzasSIGBPL11,
author = {Rub{\'{e}}n Arma{\~{n}}anzas and
Yvan Saeys and
I{\~{n}}aki Inza and
Miguel Garc{\'{\i}}a{-}Torres and
Concha Bielza and
Yves Van de Peer and
Pedro Larra{\~{n}}aga},
title = {Peakbin Selection in Mass Spectrometry Data Using a Consensus Approach
with Estimation of Distribution Algorithms},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {8},
number = {3},
pages = {760--774},
year = {2011},
url = {https://doi.org/10.1109/TCBB.2010.18},
doi = {10.1109/TCBB.2010.18},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/ArmananzasSIGBPL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caepia/Lopez-CruzBL11,
author = {Pedro L. L{\'{o}}pez{-}Cruz and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} Antonio Lozano and
Jos{\'{e}} A. G{\'{a}}mez and
Jos{\'{e}} A. Moreno},
title = {The von Mises Naive Bayes Classifier for Angular Data},
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 = {145--154},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25274-7\_15},
doi = {10.1007/978-3-642-25274-7\_15},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/caepia/Lopez-CruzBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/KarshenasSBL11,
author = {Hossein Karshenas and
Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Ricardo H. C. Takahashi and
Kalyanmoy Deb and
Elizabeth F. Wanner and
Salvatore Greco},
title = {Multi-objective Optimization with Joint Probabilistic Modeling of
Objectives and Variables},
booktitle = {Evolutionary Multi-Criterion Optimization - 6th International Conference,
{EMO} 2011, Ouro Preto, Brazil, April 5-8, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6576},
pages = {298--312},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19893-9\_21},
doi = {10.1007/978-3-642-19893-9\_21},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/KarshenasSBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SantanaKBL11a,
author = {Roberto Santana and
Hossein Karshenas and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Quantitative genetics in multi-objective optimization algorithms:
from useful insights to effective methods},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {91--92},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2001911},
doi = {10.1145/2001858.2001911},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SantanaKBL11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SantanaBL11,
author = {Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Affinity propagation enhanced by estimation of distribution algorithms},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {331--338},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001622},
doi = {10.1145/2001576.2001622},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SantanaBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SantanaKBL11,
author = {Roberto Santana and
Hossein Karshenas and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Regularized k-order markov models in EDAs},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {593--600},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001658},
doi = {10.1145/2001576.2001658},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SantanaKBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZaragozaSMBL11,
author = {Julio H. Zaragoza and
Luis Enrique Sucar and
Eduardo F. Morales and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Toby Walsh},
title = {Bayesian Chain Classifiers for Multidimensional Classification},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2192--2197},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-365},
doi = {10.5591/978-1-57735-516-8/IJCAI11-365},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZaragozaSMBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/IbanezLB11,
author = {Alfonso Ib{\'{a}}{\~{n}}ez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Predicting the h-index with cost-sensitive naive Bayes},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {599--604},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121721},
doi = {10.1109/ISDA.2011.6121721},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/IbanezLB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/SantanaLL10,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Learning Factorizations in Estimation of Distribution Algorithms Using
Affinity Propagation},
journal = {Evol. Comput.},
volume = {18},
number = {4},
pages = {515--546},
year = {2010},
url = {https://doi.org/10.1162/EVCO\_a\_00002},
doi = {10.1162/EVCO\_A\_00002},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/SantanaLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BielzaPLB10,
author = {Concha Bielza and
Juan A. Fern{\'{a}}ndez del Pozo and
Pedro Larra{\~{n}}aga and
Endika Bengoetxea},
title = {Multidimensional statistical analysis of the parameterization of a
genetic algorithm for the optimal ordering of tables},
journal = {Expert Syst. Appl.},
volume = {37},
number = {1},
pages = {804--815},
year = {2010},
url = {https://doi.org/10.1016/j.eswa.2009.05.088},
doi = {10.1016/J.ESWA.2009.05.088},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BielzaPLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/VidaurreBL10,
author = {Diego Vidaurre and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Learning an L1-Regularized Gaussian Bayesian Network in the Equivalence
Class Space},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {40},
number = {5},
pages = {1231--1242},
year = {2010},
url = {https://doi.org/10.1109/TSMCB.2009.2036593},
doi = {10.1109/TSMCB.2009.2036593},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/VidaurreBL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/BengoetxeaL10,
author = {Endika Bengoetxea and
Pedro Larra{\~{n}}aga},
editor = {Marco Dorigo and
Mauro Birattari and
Gianni A. Di Caro and
Ren{\'{e}} Doursat and
Andries P. Engelbrecht and
Dario Floreano and
Luca Maria Gambardella and
Roderich Gro{\ss} and
Erol Sahin and
Hiroki Sayama and
Thomas St{\"{u}}tzle},
title = {{EDA-PSO:} {A} Hybrid Paradigm Combining Estimation of Distribution
Algorithms and Particle Swarm Optimization},
booktitle = {Swarm Intelligence - 7th International Conference, {ANTS} 2010, Brussels,
Belgium, September 8-10, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6234},
pages = {416--423},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15461-4\_39},
doi = {10.1007/978-3-642-15461-4\_39},
timestamp = {Mon, 16 Aug 2021 17:13:22 +0200},
biburl = {https://dblp.org/rec/conf/antsw/BengoetxeaL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Cuesta-InfanteSHBL10,
author = {Alfredo Cuesta{-}Infante and
Roberto Santana and
Jos{\'{e}} Ignacio Hidalgo and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {Bivariate empirical and n-variate Archimedean copulas in estimation
of distribution algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586557},
doi = {10.1109/CEC.2010.5586557},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/Cuesta-InfanteSHBL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/SantanaBL10,
author = {Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Clara Pizzuti and
Marylyn D. Ritchie and
Mario Giacobini},
title = {Using Probabilistic Dependencies Improves the Search of Conductance-Based
Compartmental Neuron Models},
booktitle = {Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics,
8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9,
2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6023},
pages = {170--181},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12211-8\_15},
doi = {10.1007/978-3-642-12211-8\_15},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/SantanaBL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/SantanaBL10,
author = {Roberto Santana and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Synergies between Network-Based Representation and Probabilistic Graphical
Models for Classification, Inference and Optimization Problems in
Neuroscience},
booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6098},
pages = {149--158},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13033-5\_16},
doi = {10.1007/978-3-642-13033-5\_16},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/SantanaBL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/BorchaniLB10,
author = {Hanen Borchani and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
Francisco Herrera and
Colin Fyfe and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Moonis Ali},
title = {Mining Concept-Drifting Data Streams Containing Labeled and Unlabeled
Instances},
booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference
on Industrial Engineering and Other Applications of Applied Intelligent
Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6096},
pages = {531--540},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13022-9\_53},
doi = {10.1007/978-3-642-13022-9\_53},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/BorchaniLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/IbanezLB09,
author = {Alfonso Ib{\'{a}}{\~{n}}ez and
Pedro Larra{\~{n}}aga and
Concha Bielza},
title = {Predicting citation count of \emph{Bioinformatics} papers within four
years of publication},
journal = {Bioinform.},
volume = {25},
number = {24},
pages = {3303--3309},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp585},
doi = {10.1093/BIOINFORMATICS/BTP585},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/IbanezLB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/PerezLI09,
author = {Aritz P{\'{e}}rez Mart{\'{\i}}nez and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza},
title = {Bayesian classifiers based on kernel density estimation: Flexible
classifiers},
journal = {Int. J. Approx. Reason.},
volume = {50},
number = {2},
pages = {341--362},
year = {2009},
url = {https://doi.org/10.1016/j.ijar.2008.08.008},
doi = {10.1016/J.IJAR.2008.08.008},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/PerezLI09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/RomeroL09,
author = {Txomin Romero and
Pedro Larra{\~{n}}aga},
title = {Triangulation of Bayesian networks with recursive estimation of distribution
algorithms},
journal = {Int. J. Approx. Reason.},
volume = {50},
number = {3},
pages = {472--484},
year = {2009},
url = {https://doi.org/10.1016/j.ijar.2008.09.002},
doi = {10.1016/J.IJAR.2008.09.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/RomeroL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/SantanaLL09,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Research topics in discrete estimation of distribution algorithms
based on factorizations},
journal = {Memetic Comput.},
volume = {1},
number = {1},
pages = {35--54},
year = {2009},
url = {https://doi.org/10.1007/s12293-008-0002-7},
doi = {10.1007/S12293-008-0002-7},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/SantanaLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CalvoLL09,
author = {Borja Calvo and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Feature subset selection from positive and unlabelled examples},
journal = {Pattern Recognit. Lett.},
volume = {30},
number = {11},
pages = {1027--1036},
year = {2009},
url = {https://doi.org/10.1016/j.patrec.2009.04.015},
doi = {10.1016/J.PATREC.2009.04.015},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/CalvoLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LozanoZL09,
author = {Jos{\'{e}} Antonio Lozano and
Qingfu Zhang and
Pedro Larra{\~{n}}aga},
title = {Guest Editorial: Special Issue on Evolutionary Algorithms Based on
Probabilistic Models},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {13},
number = {6},
pages = {1197--1198},
year = {2009},
url = {https://doi.org/10.1109/TEVC.2009.2028646},
doi = {10.1109/TEVC.2009.2028646},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/LozanoZL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/ArmananzasCILMUBFLZ09,
author = {Rub{\'{e}}n Arma{\~{n}}anzas and
Borja Calvo and
I{\~{n}}aki Inza and
Marcos L{\'{o}}pez{-}Hoyos and
V{\'{\i}}ctor Mart{\'{\i}}nez{-}Taboada and
Eduardo Ucar and
Irantzu Bernales and
Asier Fullaondo and
Pedro Larra{\~{n}}aga and
Ana M. Zubiaga},
title = {Microarray Analysis of Autoimmune Diseases by Machine Learning Procedures},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {13},
number = {3},
pages = {341--350},
year = {2009},
url = {https://doi.org/10.1109/TITB.2008.2011984},
doi = {10.1109/TITB.2008.2011984},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/ArmananzasCILMUBFLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/SantanaBLL09,
author = {Roberto Santana and
Concha Bielza and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Franz Rothlauf},
title = {Mining probabilistic models learned by EDAs in the optimization of
multi-objective problems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {445--452},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1569963},
doi = {10.1145/1569901.1569963},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/SantanaBLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/DiazLLB09,
author = {Elva D{\'{\i}}az and
Eunice Ponce de Le{\'{o}}n and
Pedro Larra{\~{n}}aga and
Concha Bielza},
editor = {Arturo Hern{\'{a}}ndez Aguirre and
Ra{\'{u}}l Monroy Borja and
Carlos A. Reyes Garc{\'{\i}}a},
title = {Probabilistic Graphical Markov Model Learning: An Adaptive Strategy},
booktitle = {{MICAI} 2009: Advances in Artificial Intelligence, 8th Mexican International
Conference on Artificial Intelligence, Guanajuato, Mexico, November
9-13, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5845},
pages = {225--236},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-05258-3\_20},
doi = {10.1007/978-3-642-05258-3\_20},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micai/DiazLLB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/ArmananzasISSFLPBRBL08,
author = {Rub{\'{e}}n Arma{\~{n}}anzas and
I{\~{n}}aki Inza and
Roberto Santana and
Yvan Saeys and
Jose Luis Flores and
Jos{\'{e}} Antonio Lozano and
Yves Van de Peer and
Rosa Blanco and
V{\'{\i}}ctor Robles and
Concha Bielza and
Pedro Larra{\~{n}}aga},
title = {A review of estimation of distribution algorithms in bioinformatics},
journal = {BioData Min.},
volume = {1},
year = {2008},
url = {https://doi.org/10.1186/1756-0381-1-6},
doi = {10.1186/1756-0381-1-6},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/ArmananzasISSFLPBRBL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/MoralesBL08,
author = {Dinora Araceli Morales and
Endika Bengoetxea and
Pedro Larra{\~{n}}aga},
title = {Selection of human embryos for transfer by Bayesian classifiers},
journal = {Comput. Biol. Medicine},
volume = {38},
number = {11-12},
pages = {1177--1186},
year = {2008},
url = {https://doi.org/10.1016/j.compbiomed.2008.09.002},
doi = {10.1016/J.COMPBIOMED.2008.09.002},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/MoralesBL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/MoralesBLGFFM08,
author = {Dinora Araceli Morales and
Endika Bengoetxea and
Pedro Larra{\~{n}}aga and
Miguel Garc{\'{\i}}a and
Yosu Franco and
M{\'{o}}nica Fresnada and
Marisa Merino},
title = {Bayesian classification for the selection of in vitro human embryos
using morphological and clinical data},
journal = {Comput. Methods Programs Biomed.},
volume = {90},
number = {2},
pages = {104--116},
year = {2008},
url = {https://doi.org/10.1016/j.cmpb.2007.11.018},
doi = {10.1016/J.CMPB.2007.11.018},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/MoralesBLGFFM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/ArmananzasIL08,
author = {Rub{\'{e}}n Arma{\~{n}}anzas and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
title = {Detecting reliable gene interactions by a hierarchy of Bayesian network
classifiers},
journal = {Comput. Methods Programs Biomed.},
volume = {91},
number = {2},
pages = {110--121},
year = {2008},
url = {https://doi.org/10.1016/j.cmpb.2008.02.010},
doi = {10.1016/J.CMPB.2008.02.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmpb/ArmananzasIL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/SantanaLL08,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Combining variable neighborhood search and estimation of distribution
algorithms in the protein side chain placement problem},
journal = {J. Heuristics},
volume = {14},
number = {5},
pages = {519--547},
year = {2008},
url = {https://doi.org/10.1007/s10732-007-9049-8},
doi = {10.1007/S10732-007-9049-8},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/heuristics/SantanaLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/SantafeLL08,
author = {Guzm{\'{a}}n Santaf{\'{e}} and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Inference of Population Structure Using Genetic Markers and a Bayesian
Model Averaging Approach for Clustering},
journal = {J. Comput. Biol.},
volume = {15},
number = {2},
pages = {207--220},
year = {2008},
url = {https://doi.org/10.1089/cmb.2007.0051},
doi = {10.1089/CMB.2007.0051},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/SantafeLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/SantanaLL08,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Protein Folding in Simplified Models With Estimation of Distribution
Algorithms},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {12},
number = {4},
pages = {418--438},
year = {2008},
url = {https://doi.org/10.1109/TEVC.2007.906095},
doi = {10.1109/TEVC.2007.906095},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/SantanaLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SantanaLL08,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Component weighting functions for adaptive search with EDAs},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2008, June 1-6, 2008, Hong Kong, China},
pages = {4066--4073},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CEC.2008.4631352},
doi = {10.1109/CEC.2008.4631352},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SantanaLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/SantanaLL08,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {Adding Probabilistic Dependencies to the Search of Protein Side Chain
Configurations Using EDAs},
booktitle = {Parallel Problem Solving from Nature - {PPSN} X, 10th International
Conference Dortmund, Germany, September 13-17, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5199},
pages = {1120--1129},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_111},
doi = {10.1007/978-3-540-87700-4\_111},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/SantanaLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/EchegoyenSLL08,
author = {Carlos Echegoyen and
Roberto Santana and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Ying{-}Ping Chen and
Meng{-}Hiot Lim},
title = {The Impact of Exact Probabilistic Learning Algorithms in EDAs Based
on Bayesian Networks},
booktitle = {Linkage in Evolutionary Computation},
series = {Studies in Computational Intelligence},
volume = {157},
pages = {109--139},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85068-7\_6},
doi = {10.1007/978-3-540-85068-7\_6},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/EchegoyenSLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/SantanaLL08,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
editor = {Carlos Cotta and
Marc Sevaux and
Kenneth S{\"{o}}rensen},
title = {Adaptive Estimation of Distribution Algorithms},
booktitle = {Adaptive and Multilevel Metaheuristics},
series = {Studies in Computational Intelligence},
volume = {136},
pages = {177--197},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-79438-7\_9},
doi = {10.1007/978-3-540-79438-7\_9},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/SantanaLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SantanaLL07,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Side chain placement using estimation of distribution algorithms},
journal = {Artif. Intell. Medicine},
volume = {39},
number = {1},
pages = {49--63},
year = {2007},
url = {https://doi.org/10.1016/j.artmed.2006.04.004},
doi = {10.1016/J.ARTMED.2006.04.004},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/SantanaLL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SaeysIL07,
author = {Yvan Saeys and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
title = {A review of feature selection techniques in bioinformatics},
journal = {Bioinform.},
volume = {23},
number = {19},
pages = {2507--2517},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm344},
doi = {10.1093/BIOINFORMATICS/BTM344},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/SaeysIL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/CalvoLFLL07,
author = {Borja Calvo and
N{\'{u}}ria L{\'{o}}pez{-}Bigas and
Simon J. Furney and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {A partially supervised classification approach to dominant and recessive
human disease gene prediction},
journal = {Comput. Methods Programs Biomed.},
volume = {85},
number = {3},
pages = {229--237},
year = {2007},
url = {https://doi.org/10.1016/j.cmpb.2006.12.003},
doi = {10.1016/J.CMPB.2006.12.003},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmpb/CalvoLFLL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/MiquelezBML07,
author = {Teresa Miqu{\'{e}}lez and
Endika Bengoetxea and
Alexander Mendiburu and
Pedro Larra{\~{n}}aga},
title = {Combining Bayesian classifiers and estimation of distribution algorithms
for optimization in continuous domains},
journal = {Connect. Sci.},
volume = {19},
number = {4},
pages = {297--319},
year = {2007},
url = {https://doi.org/10.1080/09540090701725524},
doi = {10.1080/09540090701725524},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/connection/MiquelezBML07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/FloresIL07,
author = {Jose Luis Flores and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
title = {Wrapper discretization by means of estimation of distribution algorithms},
journal = {Intell. Data Anal.},
volume = {11},
number = {5},
pages = {525--545},
year = {2007},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00301},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/FloresIL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/CalvoLL07,
author = {Borja Calvo and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Learning Bayesian classifiers from positive and unlabeled examples},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {16},
pages = {2375--2384},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2007.08.003},
doi = {10.1016/J.PATREC.2007.08.003},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/CalvoLL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/EchegoyenLSL07,
author = {Carlos Echegoyen and
Jos{\'{e}} Antonio Lozano and
Roberto Santana and
Pedro Larra{\~{n}}aga},
title = {Exact Bayesian network learning in estimation of distribution algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2007, 25-28 September 2007, Singapore},
pages = {1051--1058},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/CEC.2007.4424586},
doi = {10.1109/CEC.2007.4424586},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/EchegoyenLSL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/SantafeLL07,
author = {Guzm{\'{a}}n Santaf{\'{e}} and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Khaled Mellouli},
title = {Discriminative vs. Generative Learning of Bayesian Network Classifiers},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
9th European Conference, {ECSQARU} 2007, Hammamet, Tunisia, October
31 - November 2, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4724},
pages = {453--464},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75256-1\_41},
doi = {10.1007/978-3-540-75256-1\_41},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/SantafeLL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/SantanaLL07,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
editor = {Elena Marchiori and
Jason H. Moore and
Jagath C. Rajapakse},
title = {The Role of a Priori Information in the Minimization of Contact Potentials
by Means of Estimation of Distribution Algorithms},
booktitle = {Evolutionary Computation,Machine Learning and Data Mining in Bioinformatics,
5th European Conference, EvoBIO 2007, Valencia, Spain, April 11-13,
2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4447},
pages = {247--257},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71783-6\_24},
doi = {10.1007/978-3-540-71783-6\_24},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/SantanaLL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/SantafeLL06,
author = {Guzm{\'{a}}n Santaf{\'{e}} and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Discriminative Learning of Bayesian Network Classifiers},
journal = {Inteligencia Artif.},
volume = {10},
number = {29},
pages = {39--47},
year = {2006},
url = {http://journal.iberamia.org/index.php/ia/article/view/482/article\%20\%281\%29.pdf},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/SantafeLL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LarranagaCSBGILASMR06,
author = {Pedro Larra{\~{n}}aga and
Borja Calvo and
Roberto Santana and
Concha Bielza and
Josu Galdiano and
I{\~{n}}aki Inza and
Jos{\'{e}} Antonio Lozano and
Rub{\'{e}}n Arma{\~{n}}anzas and
Guzm{\'{a}}n Santaf{\'{e}} and
Aritz P{\'{e}}rez Mart{\'{\i}}nez and
Victor Robles},
title = {Machine learning in bioinformatics},
journal = {Briefings Bioinform.},
volume = {7},
number = {1},
pages = {86--112},
year = {2006},
url = {https://doi.org/10.1093/bib/bbk007},
doi = {10.1093/BIB/BBK007},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/LarranagaCSBGILASMR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/MartinezLI06,
author = {Aritz P{\'{e}}rez Mart{\'{\i}}nez and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza},
title = {Supervised classification with conditional Gaussian networks: Increasing
the structure complexity from naive Bayes},
journal = {Int. J. Approx. Reason.},
volume = {43},
number = {1},
pages = {1--25},
year = {2006},
url = {https://doi.org/10.1016/j.ijar.2006.01.002},
doi = {10.1016/J.IJAR.2006.01.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/MartinezLI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/SantafeLL06,
author = {Guzm{\'{a}}n Santaf{\'{e}} and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Bayesian Model Averaging of Naive Bayes for Clustering},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {36},
number = {5},
pages = {1149--1161},
year = {2006},
url = {https://doi.org/10.1109/TSMCB.2006.874132},
doi = {10.1109/TSMCB.2006.874132},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/SantafeLL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/PaerezLI06,
author = {Aritz P{\'{e}}rez Mart{\'{\i}}nez and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza},
editor = {Ljupco Todorovski and
Nada Lavrac and
Klaus P. Jantke},
title = {Information Theory and Classification Error in Probabilistic Classifiers},
booktitle = {Discovery Science, 9th International Conference, {DS} 2006, Barcelona,
Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4265},
pages = {347--351},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893318\_40},
doi = {10.1007/11893318\_40},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/PaerezLI06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SantanaLL06,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Mixtures of Kikuchi Approximations},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {365--376},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_36},
doi = {10.1007/11871842\_36},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SantanaLL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/SantafeLL06,
author = {Guzm{\'{a}}n Santaf{\'{e}} and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Milan Studen{\'{y}} and
Jir{\'{\i}} Vomlel},
title = {Bayesian Model Averaging of {TAN} Models for Clustering},
booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September
2006, Prague, Czech Republic. Electronic Proceedings},
pages = {271--278},
year = {2006},
url = {http://www.utia.cas.cz/files/mtr/pgm06/53\_paper.pdf},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/SantafeLL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/MiquelezBL06,
author = {Teresa Miqu{\'{e}}lez and
Endika Bengoetxea and
Pedro Larra{\~{n}}aga},
editor = {Tzai{-}Der Wang and
Xiaodong Li and
Shu{-}Heng Chen and
Xufa Wang and
Hussein A. Abbass and
Hitoshi Iba and
Guoliang Chen and
Xin Yao},
title = {Evolutionary Bayesian Classifier-Based Optimization in Continuous
Domains},
booktitle = {Simulated Evolution and Learning, 6th International Conference, {SEAL}
2006, Hefei, China, October 15-18, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4247},
pages = {529--536},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11903697\_67},
doi = {10.1007/11903697\_67},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/seal/MiquelezBL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/Robles0LPH06,
author = {Victor Robles and
Jos{\'{e}} M. Pe{\~{n}}a and
Pedro Larra{\~{n}}aga and
Mar{\'{\i}}a S. P{\'{e}}rez and
Vanessa Herves},
editor = {Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza and
Endika Bengoetxea},
title = {{GA-EDA:} {A} New Hybrid Cooperative Search Evolutionary Algorithm},
booktitle = {Towards a New Evolutionary Computation - Advances in the Estimation
of Distribution Algorithms},
series = {Studies in Fuzziness and Soft Computing},
volume = {192},
pages = {187--219},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-32494-1\_8},
doi = {10.1007/3-540-32494-1\_8},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/books/sp/06/Robles0LPH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/MiquelezBL06,
author = {Teresa Miqu{\'{e}}lez and
Endika Bengoetxea and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza and
Endika Bengoetxea},
title = {Bayesian Classifiers in Optimization: An EDA-like Approach},
booktitle = {Towards a New Evolutionary Computation - Advances in the Estimation
of Distribution Algorithms},
series = {Studies in Fuzziness and Soft Computing},
volume = {192},
pages = {221--242},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-32494-1\_9},
doi = {10.1007/3-540-32494-1\_9},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/06/MiquelezBL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/06/LLIB2006,
editor = {Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza and
Endika Bengoetxea},
title = {Towards a New Evolutionary Computation - Advances in the Estimation
of Distribution Algorithms},
series = {Studies in Fuzziness and Soft Computing},
volume = {192},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/3-540-32494-1},
doi = {10.1007/3-540-32494-1},
isbn = {978-3-540-29006-3},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/06/LLIB2006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/LarranagaL05,
author = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Editorial Introduction Special Issue on Estimation of Distribution
Algorithms},
journal = {Evol. Comput.},
volume = {13},
number = {1},
year = {2005},
url = {https://doi.org/10.1162/1063656053583441},
doi = {10.1162/1063656053583441},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/LarranagaL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/PenaLL05,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Globally Multimodal Problem Optimization Via an Estimation of Distribution
Algorithm Based on Unsupervised Learning of Bayesian Networks},
journal = {Evol. Comput.},
volume = {13},
number = {1},
pages = {43--66},
year = {2005},
url = {https://doi.org/10.1162/1063656053583432},
doi = {10.1162/1063656053583432},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ec/PenaLL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/BlancoIMQL05,
author = {Rosa Blanco and
I{\~{n}}aki Inza and
Marisa Merino and
Jorge Quiroga and
Pedro Larra{\~{n}}aga},
title = {Feature selection in Bayesian classifiers for the prognosis of survival
of cirrhotic patients treated with {TIPS}},
journal = {J. Biomed. Informatics},
volume = {38},
number = {5},
pages = {376--388},
year = {2005},
url = {https://doi.org/10.1016/j.jbi.2005.05.004},
doi = {10.1016/J.JBI.2005.05.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/BlancoIMQL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LarranagaLPI05,
author = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano and
Jos{\'{e}} M. Pe{\~{n}}a and
I{\~{n}}aki Inza},
title = {Editorial},
journal = {Mach. Learn.},
volume = {59},
number = {3},
pages = {211--212},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0468-1},
doi = {10.1007/S10994-005-0468-1},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LarranagaLPI05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JuniorBBL05,
author = {Roberto Marcondes Cesar Junior and
Endika Bengoetxea and
Isabelle Bloch and
Pedro Larra{\~{n}}aga},
title = {Inexact graph matching for model-based recognition: Evaluation and
comparison of optimization algorithms},
journal = {Pattern Recognit.},
volume = {38},
number = {11},
pages = {2099--2113},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2005.05.007},
doi = {10.1016/J.PATCOG.2005.05.007},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/JuniorBBL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SantanaLL05,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Interactions and dependencies in estimation of distribution algorithms},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2005, 2-4 September 2005, Edinburgh, {UK}},
pages = {1418--1425},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CEC.2005.1554856},
doi = {10.1109/CEC.2005.1554856},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/SantanaLL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/SantafeLL05,
author = {Guzm{\'{a}}n Santaf{\'{e}} and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Llu{\'{\i}}s Godo},
title = {Discriminative Learning of Bayesian Network Classifiers via the {TM}
Algorithm},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
8th European Conference, {ECSQARU} 2005, Barcelona, Spain, July 6-8,
2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3571},
pages = {148--160},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11518655\_14},
doi = {10.1007/11518655\_14},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/SantafeLL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GonzalezRLL05,
author = {Cristina Gonz{\'{a}}lez and
A. Ram{\'{\i}}rez and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Joan Cabestany and
Alberto Prieto and
Francisco Sandoval Hern{\'{a}}ndez},
title = {Average Time Complexity of Estimation of Distribution Algorithms},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International
Work-Conference on Artificial Neural Networks, {IWANN} 2005, Vilanova
i la Geltr{\'{u}}, Barcelona, Spain, June 8-10, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3512},
pages = {42--49},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494669\_6},
doi = {10.1007/11494669\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GonzalezRLL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/wi/05/LarranagaIF05,
author = {Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza and
Jose Luis Flores},
editor = {Francisco Azuaje and
Joaqu{\'{\i}}n Dopazo},
title = {A Guide to the Literature on Inferring Genetic Networks by Probabilistic
Graphical Models},
booktitle = {Data Analysis and Visualization in Genomics and Proteomics},
pages = {215--238},
publisher = {Wiley},
year = {2005},
url = {https://doi.org/10.1002/0470094419.ch13},
doi = {10.1002/0470094419.CH13},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/wi/05/LarranagaIF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/InzaLBC04,
author = {I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Rosa Blanco and
Antonio J. Cerrolaza},
title = {Filter versus wrapper gene selection approaches in {DNA} microarray
domains},
journal = {Artif. Intell. Medicine},
volume = {31},
number = {2},
pages = {91--103},
year = {2004},
url = {https://doi.org/10.1016/j.artmed.2004.01.007},
doi = {10.1016/J.ARTMED.2004.01.007},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/InzaLBC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/RoblesLPMPHW04,
author = {V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} M. Pe{\~{n}}a and
Ernestina Menasalvas Ruiz and
Mar{\'{\i}}a S. P{\'{e}}rez and
Vanessa Herves and
Anita Wasilewska},
title = {Bayesian network multi-classifiers for protein secondary structure
prediction},
journal = {Artif. Intell. Medicine},
volume = {31},
number = {2},
pages = {117--136},
year = {2004},
url = {https://doi.org/10.1016/j.artmed.2004.01.009},
doi = {10.1016/J.ARTMED.2004.01.009},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/artmed/RoblesLPMPHW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/RomeroLS04,
author = {Txomin Romero and
Pedro Larra{\~{n}}aga and
Basilio Sierra},
title = {Learning Bayesian Networks In The Space Of Orderings With Estimation
Of Distribution Algorithms},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {18},
number = {4},
pages = {607--625},
year = {2004},
url = {https://doi.org/10.1142/S0218001404003332},
doi = {10.1142/S0218001404003332},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/RomeroLS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/BlancoLIS04,
author = {Rosa Blanco and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza and
Basilio Sierra},
title = {Gene Selection For Cancer Classification Using Wrapper Approaches},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {18},
number = {8},
pages = {1373--1390},
year = {2004},
url = {https://doi.org/10.1142/S0218001404003800},
doi = {10.1142/S0218001404003800},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/BlancoLIS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/PenaLL04,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Unsupervised Learning Of Bayesian Networks Via Estimation Of Distribution
Algorithms: An Application To Gene Expression Data Clustering},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {12},
number = {Supplement-1},
pages = {63--82},
year = {2004},
url = {https://doi.org/10.1142/S0218488504002588},
doi = {10.1142/S0218488504002588},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/PenaLL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/SanchezRLHRP04,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga and
Vanessa Herves and
Francisco Rosales and
Mar{\'{\i}}a S. P{\'{e}}rez},
editor = {Robert Orchard and
Chunsheng Yang and
Moonis Ali},
title = {{GA-EDA:} Hybrid Evolutionary Algorithm Using Genetic and Estimation
of Distribution Algorithms},
booktitle = {Innovations in Applied Artificial Intelligence, 17th International
Conference on Industrial and Engineering Applications of Artificial
Intelligence and Expert Systems, {IEA/AIE} 2004, Ottawa, Canada, May
17-20, 2004. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3029},
pages = {361--371},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24677-0\_38},
doi = {10.1007/978-3-540-24677-0\_38},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/SanchezRLHRP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/BlancoGIL04,
author = {Rosa Blanco and
Linda C. van der Gaag and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} Mar{\'{\i}}a Barreiro and
Fernando Mart{\'{\i}}n{-}S{\'{a}}nchez and
Victor Maojo and
Ferran Sanz},
title = {Selective Classifiers Can Be Too Restrictive: {A} Case-Study in Oesophageal
Cancer},
booktitle = {Biological and Medical Data Analysis, 5th International Symposium,
{ISBMDA} 2004, Barcelona, Spain, November 18-19, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3337},
pages = {212--223},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30547-7\_22},
doi = {10.1007/978-3-540-30547-7\_22},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/BlancoGIL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/SantanaLL04,
author = {Roberto Santana and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
editor = {Jos{\'{e}} Mar{\'{\i}}a Barreiro and
Fernando Mart{\'{\i}}n{-}S{\'{a}}nchez and
Victor Maojo and
Ferran Sanz},
title = {Protein Folding in 2-Dimensional Lattices with Estimation of Distribution
Algorithms},
booktitle = {Biological and Medical Data Analysis, 5th International Symposium,
{ISBMDA} 2004, Barcelona, Spain, November 18-19, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3337},
pages = {388--398},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30547-7\_39},
doi = {10.1007/978-3-540-30547-7\_39},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/SantanaLL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/LarranagaLM03,
author = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano and
Heinz M{\"{u}}hlenbein},
title = {Algoritmos de Estimaci{\'{o}}n de Distribuciones en Problemas
de Optimizaci{\'{o}}n Combinatoria},
journal = {Inteligencia Artif.},
volume = {7},
number = {19},
pages = {149--168},
year = {2003},
url = {http://journal.iberamia.org/index.php/ia/article/view/361/article\%20\%281\%29.pdf},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/LarranagaLM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/BlancoIL03,
author = {Rosa Blanco and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
title = {Learning Bayesian networks in the space of structures by estimation
of distribution algorithms},
journal = {Int. J. Intell. Syst.},
volume = {18},
number = {2},
pages = {205--220},
year = {2003},
url = {https://doi.org/10.1002/int.10084},
doi = {10.1002/INT.10084},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/BlancoIL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/awic/RoblesLSMCP03,
author = {V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} M. Pe{\~{n}}a and
Oscar Marb{\'{a}}n and
F. Javier Crespo and
Mar{\'{\i}}a S. P{\'{e}}rez},
editor = {Ernestina Menasalvas Ruiz and
Javier Segovia and
Piotr S. Szczepaniak},
title = {Collaborative Filtering Using Interval Estimation Na{\"{\i}}ve
Bayes},
booktitle = {Web Intelligence, First International Atlantic Web Intelligence Conference,
{AWIC} 2003, Madrid, Spain, May 5-6, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2663},
pages = {46--53},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44831-4\_6},
doi = {10.1007/3-540-44831-4\_6},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/awic/RoblesLSMCP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/RoblesLSPRH03,
author = {V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} M. Pe{\~{n}}a and
Mar{\'{\i}}a S. P{\'{e}}rez and
Ernestina Menasalvas Ruiz and
Vanessa Herves},
editor = {Fernando Moura{-}Pires and
Salvador Abreu},
title = {Learning Semi Na{\"{\i}}ve Bayes Structures by Estimation of
Distribution Algorithms},
booktitle = {Progress in Artificial Intelligence, 11th Protuguese Conference on
Artificial Intelligence, {EPIA} 2003, Beja, Portugal, December 4-7,
2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2902},
pages = {244--258},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24580-3\_31},
doi = {10.1007/978-3-540-24580-3\_31},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/epia/RoblesLSPRH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RoblesLSRP03,
author = {V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} M. Pe{\~{n}}a and
Ernestina Menasalvas Ruiz and
Mar{\'{\i}}a S. P{\'{e}}rez},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Interval Estimation Na{\"{\i}}ve Bayes},
booktitle = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
pages = {143--154},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_14},
doi = {10.1007/978-3-540-45231-7\_14},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/RoblesLSRP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/GonzalezRLL03,
author = {Cristina Gonz{\'{a}}lez and
Juan Diego Rodr{\'{\i}}guez and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} Mira and
Jos{\'{e}} R. {\'{A}}lvarez},
title = {Analysis of the Univariate Marginal Distribution Algorithm Modeled
by Markov Chains},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International
Work-Conference on Artificial and Natural Neural Networks, IWANN2003,
Ma{\'{o}}, Menorca, Spain, June 3-6, 2003 Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {2686},
pages = {510--517},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44868-3\_65},
doi = {10.1007/3-540-44868-3\_65},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwann/GonzalezRLL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/RoblesPHSL03,
author = {V{\'{\i}}ctor Robles and
Mar{\'{\i}}a S. P{\'{e}}rez and
Vanessa Herves and
Jos{\'{e}} M. Pe{\~{n}}a and
Pedro Larra{\~{n}}aga},
editor = {Roman Wyrzykowski and
Jack J. Dongarra and
Marcin Paprzycki and
Jerzy Wasniewski},
title = {Parallel Stochastic Search for Protein Secondary Structure Prediction},
booktitle = {Parallel Processing and Applied Mathematics, 5th International Conference,
{PPAM} 2003, Czestochowa, Poland, September 7-10, 2003. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {3019},
pages = {1162--1169},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24669-5\_149},
doi = {10.1007/978-3-540-24669-5\_149},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppam/RoblesPHSL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/RoblesLRPH03,
author = {V{\'{\i}}ctor Robles and
Pedro Larra{\~{n}}aga and
Ernestina Menasalvas Ruiz and
Mar{\'{\i}}a S. P{\'{e}}rez and
Vanessa Herves},
title = {Improvement of Na{\"{\i}}ve Bayes Collaborative Filtering Using
Interval Estimation},
booktitle = {2003 {IEEE} / {WIC} International Conference on Web Intelligence,
{(WI} 2003), 13-17 October 2003, Halifax, Canada},
pages = {168--174},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/WI.2003.1241189},
doi = {10.1109/WI.2003.1241189},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/webi/RoblesLRPH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LarranagaL02,
author = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Synergies between evolutionary computation and probabilistic graphical
models},
journal = {Int. J. Approx. Reason.},
volume = {31},
number = {3},
pages = {155--156},
year = {2002},
url = {https://doi.org/10.1016/S0888-613X(02)00118-4},
doi = {10.1016/S0888-613X(02)00118-4},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/LarranagaL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/GonzalezLL02,
author = {Cristina Gonz{\'{a}}lez and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Mathematical modelling of UMDA\({}_{\mbox{c}}\) algorithm with tournament
selection. Behaviour on linear and quadratic functions},
journal = {Int. J. Approx. Reason.},
volume = {31},
number = {3},
pages = {313--340},
year = {2002},
url = {https://doi.org/10.1016/S0888-613X(02)00092-0},
doi = {10.1016/S0888-613X(02)00092-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/GonzalezLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/PenaLL02,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Learning Recursive Bayesian Multinets for Data Clustering by Means
of Constructive Induction},
journal = {Mach. Learn.},
volume = {47},
number = {1},
pages = {63--89},
year = {2002},
url = {https://doi.org/10.1023/A:1013683712412},
doi = {10.1023/A:1013683712412},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/PenaLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/BengoetxeaLBPB02,
author = {Endika Bengoetxea and
Pedro Larra{\~{n}}aga and
Isabelle Bloch and
Aymeric Perchant and
Claudia Boeres},
title = {Inexact graph matching by means of estimation of distribution algorithms},
journal = {Pattern Recognit.},
volume = {35},
number = {12},
pages = {2867--2880},
year = {2002},
url = {https://doi.org/10.1016/S0031-3203(01)00232-1},
doi = {10.1016/S0031-3203(01)00232-1},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/BengoetxeaLBPB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BlancoIL02,
author = {Rosa Blanco and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} A. G{\'{a}}mez and
Antonio Salmer{\'{o}}n},
title = {Floating Search Methods in Learning Bayesian Networks},
booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November
- 2002 - Cuenca (Spain), Electronic Proceedings},
year = {2002},
url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-2.ps.gz},
timestamp = {Tue, 05 Sep 2017 10:26:24 +0200},
biburl = {https://dblp.org/rec/conf/pgm/BlancoIL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/PenaLL02,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} A. G{\'{a}}mez and
Antonio Salmer{\'{o}}n},
title = {Unsupervised Learning of Bayesian Networks Via Estimation of Distribution
Algorithms},
booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November
- 2002 - Cuenca (Spain), Electronic Proceedings},
year = {2002},
url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-17.ps.gz},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/PenaLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/Larranaga02,
author = {Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {An Introduction to Probabilistic Graphical Models},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {27--56},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_2},
doi = {10.1007/978-1-4615-1539-5\_2},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/books/sp/02/Larranaga02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/Larranaga02a,
author = {Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {A Review on Estimation of Distribution Algorithms},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {57--100},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_3},
doi = {10.1007/978-1-4615-1539-5\_3},
timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/Larranaga02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/PenaLL02,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Benefits of Data Clustering in Multimodal Function Optimization via
EDAs},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {101--127},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_4},
doi = {10.1007/978-1-4615-1539-5\_4},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/PenaLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/LozanoSL02,
author = {Jos{\'{e}} Antonio Lozano and
Ram{\'{o}}n Sagarna and
Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Parallel Estimation of Distribution Algorithms},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {129--145},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_5},
doi = {10.1007/978-1-4615-1539-5\_5},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/LozanoSL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/GonzalezLL02,
author = {Cristina Gonz{\'{a}}lez and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Mathematical Modeling of Discrete Estimation of Distribution Algorithms},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {147--163},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_6},
doi = {10.1007/978-1-4615-1539-5\_6},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/GonzalezLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/BengoetxeaMLL02,
author = {Endika Bengoetxea and
Teresa Miqu{\'{e}}lez and
Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Experimental Results in Function Optimization with EDAs in Continuous
Domain},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {181--194},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_8},
doi = {10.1007/978-1-4615-1539-5\_8},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/BengoetxeaMLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/SagarnaL02,
author = {Ram{\'{o}}n Sagarna and
Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Solving the 0-1 Knapsack Problem with EDAs},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {195--209},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_9},
doi = {10.1007/978-1-4615-1539-5\_9},
timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/SagarnaL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/RoblesML02,
author = {V{\'{\i}}ctor Robles and
P. de Miguel and
Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Solving the Traveling Salesman Problem with EDAs},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {211--229},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_10},
doi = {10.1007/978-1-4615-1539-5\_10},
timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/RoblesML02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/BengoetxeaLPB02,
author = {Endika Bengoetxea and
Pedro Larra{\~{n}}aga and
Aymeric Perchant and
Isabelle Bloch},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Solving Graph Matching with EDAs Using a Permutation-Based Representation},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {243--265},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_12},
doi = {10.1007/978-1-4615-1539-5\_12},
timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/BengoetxeaLPB02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/InzaLS02,
author = {I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Basilio Sierra},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Feature Subset Selection by Estimation of Distribution Algorithms},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {269--293},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_13},
doi = {10.1007/978-1-4615-1539-5\_13},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/InzaLS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/InzaLS02a,
author = {I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Basilio Sierra},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Feature Weighting for Nearest Neighbor by Estimation of Distribution
Algorithms},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {295--311},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_14},
doi = {10.1007/978-1-4615-1539-5\_14},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/InzaLS02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/SierraJILM02,
author = {Basilio Sierra and
E. A. Jim{\'{e}}nez and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
J. Muruz{\'{a}}bal},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Rule Induction by Estimation of Distribution Algorithms},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {313--322},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_15},
doi = {10.1007/978-1-4615-1539-5\_15},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/SierraJILM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/CamposGLMR02,
author = {L. M. Campos and
Jos{\'{e}} A. G{\'{a}}mez and
Pedro Larra{\~{n}}aga and
Seraf{\'{\i}}n Moral and
Txomin Romero},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Partial Abductive Inference in Bayesian Networks: An Empirical Comparison
Between GAs and EDAs},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {323--341},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_16},
doi = {10.1007/978-1-4615-1539-5\_16},
timestamp = {Fri, 06 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/CamposGLMR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/RoureLS02,
author = {Josep Roure and
Pedro Larra{\~{n}}aga and
Ramon Sang{\"{u}}esa},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {An Empirical Comparison Between K-Means, GAs and EDAs in Partitional
Clustering},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {343--360},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_17},
doi = {10.1007/978-1-4615-1539-5\_17},
timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/RoureLS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/02/CottaASL02,
author = {Carlos Cotta and
Enrique Alba and
Ram{\'{o}}n Sagarna and
Pedro Larra{\~{n}}aga},
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Adjusting Weights in Artificial Neural Networks using Evolutionary
Algorithms},
booktitle = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
pages = {361--377},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5\_18},
doi = {10.1007/978-1-4615-1539-5\_18},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/CottaASL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/02/LL2002,
editor = {Pedro Larra{\~{n}}aga and
Jos{\'{e}} Antonio Lozano},
title = {Estimation of Distribution Algorithms},
series = {Genetic Algorithms and Evolutionary Computation},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-1-4615-1539-5},
doi = {10.1007/978-1-4615-1539-5},
isbn = {978-1-4613-5604-2},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/02/LL2002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SierraSLPIJRM01,
author = {Basilio Sierra and
Nicol{\'{a}}s Serrano and
Pedro Larra{\~{n}}aga and
Eliseo J. Plasencia and
I{\~{n}}aki Inza and
Juan Jos{\'{e}} Jim{\'{e}}nez and
Pedro Revuelta and
Mar{\'{\i}}a Luisa Mora},
title = {Using Bayesian networks in the construction of a bi-level multi-classifier.
{A} case study using intensive care unit patients data},
journal = {Artif. Intell. Medicine},
volume = {22},
number = {3},
pages = {233--248},
year = {2001},
url = {https://doi.org/10.1016/S0933-3657(00)00111-1},
doi = {10.1016/S0933-3657(00)00111-1},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/SierraSLPIJRM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/InzaMLQSG01,
author = {I{\~{n}}aki Inza and
Marisa Merino and
Pedro Larra{\~{n}}aga and
Jorge Quiroga and
Basilio Sierra and
Marcos Girala},
title = {Feature subset selection by genetic algorithms and estimation of distribution
algorithms - {A} case study in the survival of cirrhotic patients
treated with {TIPS}},
journal = {Artif. Intell. Medicine},
volume = {23},
number = {2},
pages = {187--205},
year = {2001},
url = {https://doi.org/10.1016/S0933-3657(01)00085-9},
doi = {10.1016/S0933-3657(01)00085-9},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/InzaMLQSG01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/InzaLS01,
author = {I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Basilio Sierra},
title = {Feature subset selection by Bayesian networks: a comparison with genetic
and sequential algorithms},
journal = {Int. J. Approx. Reason.},
volume = {27},
number = {2},
pages = {143--164},
year = {2001},
url = {https://doi.org/10.1016/S0888-613X(01)00038-X},
doi = {10.1016/S0888-613X(01)00038-X},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/InzaLS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/PenaLL01,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Performance evaluation of compromise conditional Gaussian networks
for data clustering},
journal = {Int. J. Approx. Reason.},
volume = {28},
number = {1},
pages = {23--50},
year = {2001},
url = {https://doi.org/10.1016/S0888-613X(01)00048-2},
doi = {10.1016/S0888-613X(01)00048-2},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/PenaLL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PenaLLI01,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga and
I{\~{n}}aki Inza},
title = {Dimensionality Reduction in Unsupervised Learning of Conditional Gaussian
Networks},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {23},
number = {6},
pages = {590--603},
year = {2001},
url = {https://doi.org/10.1109/34.927460},
doi = {10.1109/34.927460},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/PenaLLI01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/SierraLIMLQ01,
author = {Basilio Sierra and
Elena Lazkano and
I{\~{n}}aki Inza and
Marisa Merino and
Pedro Larra{\~{n}}aga and
Jorge Quiroga},
editor = {Silvana Quaglini and
Pedro Barahona and
Steen Andreassen},
title = {Prototype Selection and Feature Subset Selection by Estimation of
Distribution Algorithms. {A} Case Study in the Survival of Cirrhotic
Patients Treated with {TIPS}},
booktitle = {Artificial Intelligence Medicine, 8th Conference on {AI} in Medicine
in Europe, {AIME} 2001, Cascais, Portugal, July 1-4, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2101},
pages = {20--29},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-48229-6\_3},
doi = {10.1007/3-540-48229-6\_3},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/SierraLIMLQ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PenaILAL01,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
I. Izarzugaza and
Jos{\'{e}} Antonio Lozano and
E. Aldasoro and
Pedro Larra{\~{n}}aga},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {Geographical clustering of cancer incidence by means of Bayesian networks
and conditional Gaussian networks},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/pena183.pdf},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PenaILAL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/BengoetxeaLBP01,
author = {Endika Bengoetxea and
Pedro Larra{\~{n}}aga and
Isabelle Bloch and
Aymeric Perchant},
editor = {M{\'{a}}rio A. T. Figueiredo and
Josiane Zerubia and
Anil K. Jain},
title = {Estimation of Distribution Algorithms: {A} New Evolutionary Computation
Approach for Graph Matching Problems},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition,
Third International Workshop, {EMMCVPR} 2001, Sophia Antipolis, France,
September 3-5, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2134},
pages = {454--468},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44745-8\_30},
doi = {10.1007/3-540-44745-8\_30},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/BengoetxeaLBP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/SierraIL01,
author = {Basilio Sierra and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
editor = {Jos{\'{e}} Crespo and
Victor Maojo and
Fernando Martin},
title = {On Applying Supervised Classification Techniques in Medicine},
booktitle = {Medical Data Analysis, Second International Symposium, {ISMDA} 2001,
Madrid, Spain, October 8-9, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2199},
pages = {14--19},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45497-7\_2},
doi = {10.1007/3-540-45497-7\_2},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/SierraIL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/InzaLES00,
author = {I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Ramon Etxeberria and
Basilio Sierra},
title = {Feature Subset Selection by Bayesian network-based optimization},
journal = {Artif. Intell.},
volume = {123},
number = {1-2},
pages = {157--184},
year = {2000},
url = {https://doi.org/10.1016/S0004-3702(00)00052-7},
doi = {10.1016/S0004-3702(00)00052-7},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/InzaLES00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsys/GonzalezLL00,
author = {Cristina Gonz{\'{a}}lez and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Analyzing the Population Based Incremental Learning Algorithm by Means
of Discrete Dynamical Systems},
journal = {Complex Syst.},
volume = {12},
number = {4},
year = {2000},
url = {http://www.complex-systems.com/abstracts/v12\_i04\_a07.html},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsys/GonzalezLL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PenaLL00,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {An improved Bayesian structural {EM} algorithm for learning Bayesian
networks for clustering},
journal = {Pattern Recognit. Lett.},
volume = {21},
number = {8},
pages = {779--786},
year = {2000},
url = {https://doi.org/10.1016/S0167-8655(00)00038-6},
doi = {10.1016/S0167-8655(00)00038-6},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/PenaLL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/SierraIL00,
author = {Basilio Sierra and
I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga},
editor = {R{\"{u}}diger W. Brause and
Ernst Hanisch},
title = {Medical Bayes Networks},
booktitle = {Medical Data Analysis, First International Symposium, {ISMDA} 2000,
Frankfurt, Germany, September 29-30, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1933},
pages = {4--14},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39949-6\_2},
doi = {10.1007/3-540-39949-6\_2},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/SierraIL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/InzaMLQSG00,
author = {I{\~{n}}aki Inza and
Marisa Merino and
Pedro Larra{\~{n}}aga and
Jorge Quiroga and
Basilio Sierra and
Marcos Girala},
editor = {R{\"{u}}diger W. Brause and
Ernst Hanisch},
title = {Feature Subset Selection Using Probabilistic Tree Structures. {A}
Case Study in the Survival of Cirrhotic Patients Treated with {TIPS}},
booktitle = {Medical Data Analysis, First International Symposium, {ISMDA} 2000,
Frankfurt, Germany, September 29-30, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1933},
pages = {97--110},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39949-6\_14},
doi = {10.1007/3-540-39949-6\_14},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismda/InzaMLQSG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LarranagaELP00,
author = {Pedro Larra{\~{n}}aga and
Ramon Etxeberria and
Jos{\'{e}} Antonio Lozano and
Jos{\'{e}} M. Pe{\~{n}}a},
editor = {Craig Boutilier and
Mois{\'{e}}s Goldszmidt},
title = {Combinatonal Optimization by Learning and Simulation of Bayesian Networks},
booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
Intelligence, Stanford University, Stanford, California, USA, June
30 - July 3, 2000},
pages = {343--352},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=41\&\#38;proceeding\_id=16},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LarranagaELP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/LarranagaKMID99,
author = {Pedro Larra{\~{n}}aga and
Cindy M. H. Kuijpers and
Roberto H. Murga and
I{\~{n}}aki Inza and
S. Dizdarevic},
title = {Genetic Algorithms for the Travelling Salesman Problem: {A} Review
of Representations and Operators},
journal = {Artif. Intell. Rev.},
volume = {13},
number = {2},
pages = {129--170},
year = {1999},
url = {https://doi.org/10.1023/A:1006529012972},
doi = {10.1023/A:1006529012972},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/LarranagaKMID99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LozanoL99,
author = {Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Applying genetic algorithms to search for the best hierarchical clustering
of a dataset},
journal = {Pattern Recognit. Lett.},
volume = {20},
number = {9},
pages = {911--918},
year = {1999},
url = {https://doi.org/10.1016/S0167-8655(99)00057-4},
doi = {10.1016/S0167-8655(99)00057-4},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/LozanoL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PenaLL99,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {An empirical comparison of four initialization methods for the K-Means
algorithm},
journal = {Pattern Recognit. Lett.},
volume = {20},
number = {10},
pages = {1027--1040},
year = {1999},
url = {https://doi.org/10.1016/S0167-8655(99)00069-0},
doi = {10.1016/S0167-8655(99)00069-0},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/PenaLL99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/InzaLSELP99,
author = {I{\~{n}}aki Inza and
Pedro Larra{\~{n}}aga and
Basilio Sierra and
Ramon Etxeberria and
Jos{\'{e}} Antonio Lozano and
Jos{\'{e}} M. Pe{\~{n}}a},
title = {Representing the behaviour of supervised classification learning algorithms
by Bayesian networks},
journal = {Pattern Recognit. Lett.},
volume = {20},
number = {11-13},
pages = {1201--1209},
year = {1999},
url = {https://doi.org/10.1016/S0167-8655(99)00095-1},
doi = {10.1016/S0167-8655(99)00095-1},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/InzaLSELP99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PenaLL99a,
author = {Jos{\'{e}} M. Pe{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Learning Bayesian networks for clustering by means of constructive
induction},
journal = {Pattern Recognit. Lett.},
volume = {20},
number = {11-13},
pages = {1219--1230},
year = {1999},
url = {https://doi.org/10.1016/S0167-8655(99)00089-6},
doi = {10.1016/S0167-8655(99)00089-6},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/PenaLL99a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/LozanoLGA99,
author = {Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga and
Manuel Gra{\~{n}}a and
F. Xabier Albizuri},
title = {Genetic Algorithms: Bridging the Convergence Gap},
journal = {Theor. Comput. Sci.},
volume = {229},
number = {1},
pages = {11--22},
year = {1999},
url = {https://doi.org/10.1016/S0304-3975(99)00090-0},
doi = {10.1016/S0304-3975(99)00090-0},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcs/LozanoLGA99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aimdm/SierraSLPIJRM99,
author = {Basilio Sierra and
Nicol{\'{a}}s Serrano and
Pedro Larra{\~{n}}aga and
Eliseo J. Plasencia and
I{\~{n}}aki Inza and
Juan Jos{\'{e}} Jim{\'{e}}nez and
Jose Mar{\'{\i}}a De la Rosa and
Mar{\'{\i}}a Luisa Mora},
editor = {Werner Horn and
Yuval Shahar and
Gregor Lindberg and
Steen Andreassen and
Jeremy C. Wyatt},
title = {Machine Learning Inspired Approaches to Combine Standard Medical Measures
at an Intensive Care Unit},
booktitle = {Artificial Intelligence in Medicine. Joint European Conference on
Artificial Intelligence in Medicine and Medical Decision Making, AIMDM'99,
Aalborg, Denmark, June 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1620},
pages = {366--371},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48720-4\_40},
doi = {10.1007/3-540-48720-4\_40},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aimdm/SierraSLPIJRM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/LozanoL98,
author = {Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
title = {Aplicaci{\'{o}}n de los algoritmos gen{\'{e}}ticos al problema
del clustering jer{\'{a}}rquico},
journal = {Inteligencia Artif.},
volume = {2},
number = {5},
pages = {62--67},
year = {1998},
url = {http://journal.iberamia.org/index.php/ia/article/view/220/article\%20\%281\%29.pdf},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aepia/LozanoL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/SierraL98,
author = {Basilio Sierra and
Pedro Larra{\~{n}}aga},
title = {Predicting survival in malignant skin melanoma using Bayesian networks
automatically induced by genetic algorithms. An empirical comparison
between different approaches},
journal = {Artif. Intell. Medicine},
volume = {14},
number = {1-2},
pages = {215--230},
year = {1998},
url = {https://doi.org/10.1016/S0933-3657(98)00024-4},
doi = {10.1016/S0933-3657(98)00024-4},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/SierraL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/EtxeberriaLP97,
author = {Ramon Etxeberria and
Pedro Larra{\~{n}}aga and
Juan M. Picaza},
title = {Analysis of the behaviour of genetic algorithms when learning Bayesian
network structure from data},
journal = {Pattern Recognit. Lett.},
volume = {18},
number = {11-13},
pages = {1269--1273},
year = {1997},
url = {https://doi.org/10.1016/S0167-8655(97)00106-2},
doi = {10.1016/S0167-8655(97)00106-2},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/EtxeberriaLP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/LarranagaKPM97,
author = {Pedro Larra{\~{n}}aga and
Cindy M. H. Kuijpers and
Mikel Poza and
Roberto H. Murga},
title = {Decomposing Bayesian networks: triangulation of the moral graph with
genetic algorithms},
journal = {Stat. Comput.},
volume = {7},
number = {1},
pages = {19--34},
year = {1997},
url = {https://doi.org/10.1023/A:1018553211613},
doi = {10.1023/A:1018553211613},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/LarranagaKPM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/AlbizuriDGL97,
author = {F. Xabier Albizuri and
Alicia D'Anjou and
Manuel Gra{\~{n}}a and
Pedro Larra{\~{n}}aga},
title = {Structure of the high-order Boltzmann machine from independence maps},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {6},
pages = {1351--1358},
year = {1997},
url = {https://doi.org/10.1109/72.641458},
doi = {10.1109/72.641458},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/AlbizuriDGL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/LarranagaSGMP97,
author = {Pedro Larra{\~{n}}aga and
Basilio Sierra and
Miren J. Gallego and
Maria J. Michelena and
Juan M. Picaza},
editor = {Elpida T. Keravnou and
Catherine Garbay and
Robert H. Baud and
Jeremy C. Wyatt},
title = {Learning Bayesisan Networks by Genetic Algorithms: {A} Case Study
in the Prediction of Survival in Malignant Skin Melanoma},
booktitle = {Artificial Intelligence Medicine, 6th Conference on Artificial Intelligence
in Medicine in Europe, AIME'97, Grenoble, France, March 23-26, 1997,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1211},
pages = {261--272},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0029459},
doi = {10.1007/BFB0029459},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aime/LarranagaSGMP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/LarranagaGSUM97,
author = {Pedro Larra{\~{n}}aga and
Miren J. Gallego and
Basilio Sierra and
L. Urkola and
Maria J. Michelena},
editor = {Ernesto Costa and
Am{\'{\i}}lcar Cardoso},
title = {Bayesian Networks, Rule Induction and Logistic Regression in the Prediction
of the Survival of Women Suffering from Breast Cancer},
booktitle = {Progress in Artificial Intelligence, 8th Portuguese Conference on
Artificial Intelligence, {EPIA} '97, Coimbra, Portugal, October 6-9,
1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1323},
pages = {303--308},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0023932},
doi = {10.1007/BFB0023932},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/epia/LarranagaGSUM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/GonzalezGLL97,
author = {Ana Isabel Gonz{\'{a}}lez and
Manuel Gra{\~{n}}a and
Jos{\'{e}} Antonio Lozano and
Pedro Larra{\~{n}}aga},
editor = {George D. Smith and
Nigel C. Steele and
Rudolf F. Albrecht},
title = {Experimental Results of a Michigan-like Evolution Strategy for Non-stationary
Clustering},
booktitle = {Proceedings of the International Conference on Artificial Neural Nets
and Genetic Algorithms, {ICANNGA} 1997, Norwich, UK, 1997},
pages = {555--559},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/978-3-7091-6492-1\_123},
doi = {10.1007/978-3-7091-6492-1\_123},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icannga/GonzalezGLL97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LarranagaPYMK96,
author = {Pedro Larra{\~{n}}aga and
Mikel Poza and
Yosu Yurramendi and
Roberto H. Murga and
Cindy M. H. Kuijpers},
title = {Structure Learning of Bayesian Networks by Genetic Algorithms: {A}
Performance Analysis of Control Parameters},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {18},
number = {9},
pages = {912--926},
year = {1996},
url = {https://doi.org/10.1109/34.537345},
doi = {10.1109/34.537345},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/LarranagaPYMK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LarranagaKMY96,
author = {Pedro Larra{\~{n}}aga and
Cindy M. H. Kuijpers and
Roberto H. Murga and
Yosu Yurramendi},
title = {Learning Bayesian network structures by searching for the best ordering
with genetic algorithms},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {26},
number = {4},
pages = {487--493},
year = {1996},
url = {https://doi.org/10.1109/3468.508827},
doi = {10.1109/3468.508827},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LarranagaKMY96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LarranagaMPK95,
author = {Pedro Larra{\~{n}}aga and
Roberto H. Murga and
Mikel Poza and
Cindy M. H. Kuijpers},
editor = {Doug Fisher and
Hans{-}Joachim Lenz},
title = {Structure Learning of Bayesian Networks by Hybrid Genetic Algorithms},
booktitle = {Learning from Data - Fifth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 1995, Key West, Florida, USA, January, 1995.
Proceedings},
pages = {165--174},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/978-1-4612-2404-4\_16},
doi = {10.1007/978-1-4612-2404-4\_16},
timestamp = {Tue, 19 Jun 2018 18:29:38 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LarranagaMPK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/LarranagaGDT93,
author = {Pedro Larra{\~{n}}aga and
Manuel Gra{\~{n}}a and
Alicia D'Anjou and
Francisco Javier Torrealdea},
editor = {Pietro Torasso},
title = {Genetic Algorithms Elitist Probabilistic of Degree 1, a generalization
of Simulated Annealing},
booktitle = {Advances in Artificial Intelligence, Third Congress of the Italian
Association for Artificial Intelligence, AI*IA'93, Torino, Italy,
October 26-28, 1993, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {728},
pages = {208--217},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-57292-9\_59},
doi = {10.1007/3-540-57292-9\_59},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/LarranagaGDT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/LarranagaY93,
author = {Pedro Larra{\~{n}}aga and
Yosu Yurramendi},
editor = {Michael Clarke and
Rudolf Kruse and
Seraf{\'{\i}}n Moral},
title = {Structure learning approaches in Causal Probalistics Networks},
booktitle = {Symbolic and Quantitative Approaches to Reasoning and Uncertainty,
European Conference, ECSQARU'93, Granada, Spain, November 8-10, 1993,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {747},
pages = {227--232},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/BFb0028204},
doi = {10.1007/BFB0028204},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/LarranagaY93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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