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ORCIDBibTeX records: Jaume Bacardit
@article{DBLP:journals/telo/BacarditBCIMW24,
author = {Jaume Bacardit and
Alexander E. I. Brownlee and
Stefano Cagnoni and
Giovanni Iacca and
John A. W. McCall and
David J. Walker},
title = {Introduction to the Special Issue on Explainable {AI} in Evolutionary
Computation},
journal = {{ACM} Trans. Evol. Learn. Optim.},
volume = {4},
number = {1},
pages = {1:1--1:2},
year = {2024},
url = {https://doi.org/10.1145/3649144},
doi = {10.1145/3649144},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/telo/BacarditBCIMW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/IqbalAPMBA23,
author = {Sadaf Iqbal and
Sharad Agarwal and
Ian Purcell and
Alan Murray and
Jaume Bacardit and
John Allen},
title = {Deep learning identification of coronary artery disease from bilateral
finger photoplethysmography sensing: {A} proof-of-concept study},
journal = {Biomed. Signal Process. Control.},
volume = {86},
number = {Part {A}},
pages = {104993},
year = {2023},
url = {https://doi.org/10.1016/j.bspc.2023.104993},
doi = {10.1016/J.BSPC.2023.104993},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/IqbalAPMBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/TaylorGB23,
author = {Christian Taylor and
Jonathan Guy and
Jaume Bacardit},
title = {Estimating individual-level pig growth trajectories from group-level
weight time series using machine learning},
journal = {Comput. Electron. Agric.},
volume = {208},
pages = {107790},
year = {2023},
url = {https://doi.org/10.1016/j.compag.2023.107790},
doi = {10.1016/J.COMPAG.2023.107790},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/TaylorGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/DarkeCCTMB22,
author = {Philip Darke and
Sophie A. Cassidy and
Michael Catt and
Roy Taylor and
Paolo Missier and
Jaume Bacardit},
title = {Curating a longitudinal research resource using linked primary care
{EHR} data - a {UK} Biobank case study},
journal = {J. Am. Medical Informatics Assoc.},
volume = {29},
number = {3},
pages = {546--552},
year = {2022},
url = {https://doi.org/10.1093/jamia/ocab260},
doi = {10.1093/JAMIA/OCAB260},
timestamp = {Thu, 28 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/DarkeCCTMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/WalkerRBC22,
author = {Daniel Walker and
Martin Ruane and
Jaume Bacardit and
Shirley Coleman},
title = {Insight from data analytics in a facilities management company},
journal = {Qual. Reliab. Eng. Int.},
volume = {38},
number = {3},
pages = {1416--1440},
year = {2022},
url = {https://doi.org/10.1002/qre.2994},
doi = {10.1002/QRE.2994},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qre/WalkerRBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditBCIW22,
author = {Jaume Bacardit and
Alexander E. I. Brownlee and
Stefano Cagnoni and
Giovanni Iacca and
John A. W},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {McCall, David Walker: The intersection of evolutionary computation
and explainable {AI}},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {1757--1762},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3533974},
doi = {10.1145/3520304.3533974},
timestamp = {Mon, 25 Jul 2022 17:04:27 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BacarditBCIW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-12503,
author = {Philip Darke and
Paolo Missier and
Jaume Bacardit},
title = {Benchmark time series data sets for PyTorch - the torchtime package},
journal = {CoRR},
volume = {abs/2207.12503},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.12503},
doi = {10.48550/ARXIV.2207.12503},
eprinttype = {arXiv},
eprint = {2207.12503},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-12503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/HuangSHWB21,
author = {Yiming Huang and
Wendy Smith and
Colin Harwood and
Anil Wipat and
Jaume Bacardit},
title = {Computational Strategies for the Identification of a Transcriptional
Biomarker Panel to Sense Cellular Growth States in Bacillus subtilis},
journal = {Sensors},
volume = {21},
number = {7},
pages = {2436},
year = {2021},
url = {https://doi.org/10.3390/s21072436},
doi = {10.3390/S21072436},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/HuangSHWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-12419,
author = {Artur Sokolovsky and
Luca Arnaboldi and
Jaume Bacardit and
Thomas Gross},
title = {Interpretable ML-driven Strategy for Automated Trading Pattern Extraction},
journal = {CoRR},
volume = {abs/2103.12419},
year = {2021},
url = {https://arxiv.org/abs/2103.12419},
eprinttype = {arXiv},
eprint = {2103.12419},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-12419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/FrancoKB20,
author = {Mar{\'{\i}}a A. Franco and
Natalio Krasnogor and
Jaume Bacardit},
title = {Automatic Tuning of Rule-Based Evolutionary Machine Learning via Problem
Structure Identification},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {15},
number = {3},
pages = {28--46},
year = {2020},
url = {https://doi.org/10.1109/MCI.2020.2998232},
doi = {10.1109/MCI.2020.2998232},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/FrancoKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-14257,
author = {Artur Sokolovsky and
Thomas Gross and
Jaume Bacardit},
title = {Detection of {FLOSS} version release events from Stack Overflow message
data},
journal = {CoRR},
volume = {abs/2003.14257},
year = {2020},
url = {https://arxiv.org/abs/2003.14257},
eprinttype = {arXiv},
eprint = {2003.14257},
timestamp = {Mon, 06 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-14257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/CowtonKB19,
author = {Jake Cowton and
Ilias Kyriazakis and
Jaume Bacardit},
title = {Automated Individual Pig Localisation, Tracking and Behaviour Metric
Extraction Using Deep Learning},
journal = {{IEEE} Access},
volume = {7},
pages = {108049--108060},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2933060},
doi = {10.1109/ACCESS.2019.2933060},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/CowtonKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/PopescuBSGWJCPG19,
author = {Dorin{-}Mirel Popescu and
Rachel A. Botting and
Emily Stephenson and
Kile Green and
Simone Webb and
Laura Jardine and
Emily F. Calderbank and
Krzysztof Polanski and
Issac Goh and
Mirjana Efremova and
Meghan Acres and
Daniel Maunder and
Peter Vegh and
Yorick Gitton and
Jong{-}Eun Park and
Roser Vento{-}Tormo and
Zhichao Miao and
David Dixon and
Rachel Rowell and
David McDonald and
James Fletcher and
Elizabeth Poyner and
Gary Reynolds and
Michael Mather and
Corina Moldovan and
Lira Mamanova and
Frankie Greig and
Matthew D. Young and
Kerstin B. Meyer and
Steven Lisgo and
Jaume Bacardit and
Andrew Fuller and
Ben Millar and
Barbara Innes and
Susan Lindsay and
Michael J. T. Stubbington and
Monika S. Kowalczyk and
Bo Li and
Orr Ashenberg and
Marcin Tabaka and
Danielle Dionne and
Timothy L. Tickle and
Michal Slyper and
Orit Rozenblatt{-}Rosen and
Andrew Filby and
Peter Carey and
Alexandra{-}Chlo{\'{e}} Villani and
Anindita Roy and
Aviv Regev and
Alain Ch{\'{e}}dotal and
Irene Roberts and
Berthold G{\"{o}}ttgens and
Sam Behjati and
Elisa Laurenti and
Sarah A. Teichmann and
Muzlifah Haniffa},
title = {Decoding human fetal liver haematopoiesis},
journal = {Nat.},
volume = {574},
number = {7778},
pages = {365--371},
year = {2019},
url = {https://doi.org/10.1038/s41586-019-1652-y},
doi = {10.1038/S41586-019-1652-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/PopescuBSGWJCPG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/SmithCBC19,
author = {Wayne S. Smith and
Shirley Coleman and
Jaume Bacardit and
Syd Coxon},
title = {Insight from data analytics with an automotive aftermarket {SME}},
journal = {Qual. Reliab. Eng. Int.},
volume = {35},
number = {5},
pages = {1396--1407},
year = {2019},
url = {https://doi.org/10.1002/qre.2529},
doi = {10.1002/QRE.2529},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qre/SmithCBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/FellermannBMF19,
author = {Harold Fellermann and
Jaume Bacardit and
{\'{A}}ngel Go{\~{n}}i Moreno and
Rudolf M. F{\"{u}}chslin},
editor = {Harold Fellermann and
Jaume Bacardit and
{\'{A}}ngel Go{\~{n}}i Moreno and
Rudolf M. F{\"{u}}chslin},
title = {Artificial Life in a Challenged World},
booktitle = {2019 Conference on Artificial Life, {ALIFE} 2019, online, July 29
- August 2, 2019},
pages = {1--3},
publisher = {{MIT} Press},
year = {2019},
url = {https://doi.org/10.1162/isal\_a\_00123},
doi = {10.1162/ISAL\_A\_00123},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/FellermannBMF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/FellermannPFBM19,
author = {Harold Fellermann and
Alexandra S. Penn and
Rudolf M. F{\"{u}}chslin and
Jaume Bacardit and
{\'{A}}ngel Go{\~{n}}i Moreno},
editor = {Harold Fellermann and
Jaume Bacardit and
{\'{A}}ngel Go{\~{n}}i Moreno and
Rudolf M. F{\"{u}}chslin},
title = {Towards Low-Carbon Conferencing: Acceptance of Virtual Conferencing
Solutions and Other Sustainability Measures in the {ALIFE} Community},
booktitle = {2019 Conference on Artificial Life, {ALIFE} 2019, online, July 29
- August 2, 2019},
pages = {21--27},
publisher = {{MIT} Press},
year = {2019},
url = {https://doi.org/10.1162/isal\_a\_00133},
doi = {10.1162/ISAL\_A\_00133},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/FellermannPFBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/isalalife/2019,
editor = {Harold Fellermann and
Jaume Bacardit and
{\'{A}}ngel Go{\~{n}}i Moreno and
Rudolf M. F{\"{u}}chslin},
title = {2019 Conference on Artificial Life, {ALIFE} 2019, online, July 29
- August 2, 2019},
publisher = {{MIT} Press},
year = {2019},
url = {https://direct.mit.edu/isal/isal2019/volume/31},
doi = {10.1162/ISAL\_A\_00240},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13408,
author = {Pawel Widera and
Paco M. J. Welsing and
Christoph Ladel and
John Loughlin and
Floris P. F. J. Lafeber and
Florence Petit Dop and
Jonathan Larkin and
Harrie Weinans and
Ali Mobasheri and
Jaume Bacardit},
title = {Multi-classifier prediction of knee osteoarthritis progression from
incomplete imbalanced longitudinal data},
journal = {CoRR},
volume = {abs/1909.13408},
year = {2019},
url = {http://arxiv.org/abs/1909.13408},
eprinttype = {arXiv},
eprint = {1909.13408},
timestamp = {Wed, 02 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/CowtonKPB18,
author = {Jake Cowton and
Ilias Kyriazakis and
Thomas Pl{\"{o}}tz and
Jaume Bacardit},
title = {A Combined Deep Learning GRU-Autoencoder for the Early Detection of
Respiratory Disease in Pigs Using Multiple Environmental Sensors},
journal = {Sensors},
volume = {18},
number = {8},
pages = {2521},
year = {2018},
url = {https://doi.org/10.3390/s18082521},
doi = {10.3390/S18082521},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/CowtonKPB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LazzariniB17,
author = {Nicola Lazzarini and
Jaume Bacardit},
title = {{RGIFE:} a ranked guided iterative feature elimination heuristic for
the identification of biomarkers},
journal = {{BMC} Bioinform.},
volume = {18},
number = {1},
pages = {322},
year = {2017},
url = {https://doi.org/10.1186/s12859-017-1729-2},
doi = {10.1186/S12859-017-1729-2},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/LazzariniB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/Garcia-PiquerBF17,
author = {Alvaro Garcia{-}Piquer and
Jaume Bacardit and
Albert Fornells and
Elisabet Golobardes},
title = {Scaling-up multiobjective evolutionary clustering algorithms using
stratification},
journal = {Pattern Recognit. Lett.},
volume = {93},
pages = {69--77},
year = {2017},
url = {https://doi.org/10.1016/j.patrec.2016.12.001},
doi = {10.1016/J.PATREC.2016.12.001},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/Garcia-PiquerBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/BaronLB17,
author = {Simon Baron and
Nicola Lazzarini and
Jaume Bacardit},
editor = {Giovanni Squillero and
Kevin Sim},
title = {Characterising the Influence of Rule-Based Knowledge Representations
in Biological Knowledge Extraction from Transcriptomics Data},
booktitle = {Applications of Evolutionary Computation - 20th European Conference,
EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10199},
pages = {125--141},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-55849-3\_9},
doi = {10.1007/978-3-319-55849-3\_9},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/evoW/BaronLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biodatamining/LazzariniWWHKB16,
author = {Nicola Lazzarini and
Pawel Widera and
Stuart Williamson and
Rakesh Heer and
Natalio Krasnogor and
Jaume Bacardit},
title = {Functional networks inference from rule-based machine learning models},
journal = {BioData Min.},
volume = {9},
pages = {28},
year = {2016},
url = {https://doi.org/10.1186/s13040-016-0106-4},
doi = {10.1186/S13040-016-0106-4},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biodatamining/LazzariniWWHKB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/FrancoB16,
author = {Mar{\'{\i}}a A. Franco and
Jaume Bacardit},
title = {Large-scale experimental evaluation of {GPU} strategies for evolutionary
machine learning},
journal = {Inf. Sci.},
volume = {330},
pages = {385--402},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.10.025},
doi = {10.1016/J.INS.2015.10.025},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/FrancoB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GutierrezLBBH16,
author = {Pablo David Guti{\'{e}}rrez and
Miguel Lastra and
Jaume Bacardit and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {GPU-SME-kNN: Scalable and memory efficient kNN and lazy learning using
GPUs},
journal = {Inf. Sci.},
volume = {373},
pages = {165--182},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.08.089},
doi = {10.1016/J.INS.2016.08.089},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GutierrezLBBH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icae/Martinez-BallesterosBLR15,
author = {Mar{\'{\i}}a Mart{\'{\i}}nez{-}Ballesteros and
Jaume Bacardit and
Alicia Troncoso Lora and
Jos{\'{e}} C. Riquelme},
title = {Enhancing the scalability of a genetic algorithm to discover quantitative
association rules in large-scale datasets},
journal = {Integr. Comput. Aided Eng.},
volume = {22},
number = {1},
pages = {21--39},
year = {2015},
url = {https://doi.org/10.3233/ICA-140479},
doi = {10.3233/ICA-140479},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/icae/Martinez-BallesterosBLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TrigueroPBGH15,
author = {Isaac Triguero and
Daniel Peralta and
Jaume Bacardit and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {{MRPR:} {A} MapReduce solution for prototype reduction in big data
classification},
journal = {Neurocomputing},
volume = {150},
pages = {331--345},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.04.078},
doi = {10.1016/J.NEUCOM.2014.04.078},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TrigueroPBGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TrigueroRLBBH15,
author = {Isaac Triguero and
Sara del R{\'{\i}}o and
Victoria L{\'{o}}pez and
Jaume Bacardit and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Francisco Herrera},
title = {{ROSEFW-RF:} The winner algorithm for the ECBDL'14 big data competition:
An extremely imbalanced big data bioinformatics problem},
journal = {Knowl. Based Syst.},
volume = {87},
pages = {69--79},
year = {2015},
url = {https://doi.org/10.1016/j.knosys.2015.05.027},
doi = {10.1016/J.KNOSYS.2015.05.027},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/TrigueroRLBBH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bigdata/BacarditWLK14,
author = {Jaume Bacardit and
Pawel Widera and
Nicola Lazzarini and
Natalio Krasnogor},
title = {Hard Data Analytics Problems Make for Better Data Analysis Algorithms:
Bioinformatics as an Example},
journal = {Big Data},
volume = {2},
number = {3},
pages = {164--176},
year = {2014},
url = {https://doi.org/10.1089/big.2014.0023},
doi = {10.1089/BIG.2014.0023},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bigdata/BacarditWLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/Garcia-PiquerFBOG14,
author = {Alvaro Garcia{-}Piquer and
Albert Fornells and
Jaume Bacardit and
Albert Orriols{-}Puig and
Elisabet Golobardes},
title = {Large-Scale Experimental Evaluation of Cluster Representations for
Multiobjective Evolutionary Clustering},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {18},
number = {1},
pages = {36--53},
year = {2014},
url = {https://doi.org/10.1109/TEVC.2013.2281513},
doi = {10.1109/TEVC.2013.2281513},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/Garcia-PiquerFBOG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TrigueroPBGH14,
author = {Isaac Triguero and
Daniel Peralta and
Jaume Bacardit and
Salvador Garc{\'{\i}}a and
Francisco Herrera},
title = {A combined MapReduce-windowing two-level parallel scheme for evolutionary
prototype generation},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2014, Beijing, China, July 6-11, 2014},
pages = {3036--3043},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CEC.2014.6900490},
doi = {10.1109/CEC.2014.6900490},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/TrigueroPBGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/CalianB13,
author = {Dan Andrei Calian and
Jaume Bacardit},
title = {Integrating memetic search into the BioHEL evolutionary learning system
for large-scale datasets},
journal = {Memetic Comput.},
volume = {5},
number = {2},
pages = {95--130},
year = {2013},
url = {https://doi.org/10.1007/s12293-013-0108-4},
doi = {10.1007/S12293-013-0108-4},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/CalianB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/FrancoKB13,
author = {Mar{\'{\i}}a A. Franco and
Natalio Krasnogor and
Jaume Bacardit},
title = {GAssist vs. BioHEL: critical assessment of two paradigms of genetics-based
machine learning},
journal = {Soft Comput.},
volume = {17},
number = {6},
pages = {953--981},
year = {2013},
url = {https://doi.org/10.1007/s00500-013-1016-8},
doi = {10.1007/S00500-013-1016-8},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/FrancoKB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/BacarditL13,
author = {Jaume Bacardit and
Xavier Llor{\`{a}}},
title = {Large-scale data mining using genetics-based machine learning},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {3},
number = {1},
pages = {37--61},
year = {2013},
url = {https://doi.org/10.1002/widm.1078},
doi = {10.1002/WIDM.1078},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/BacarditL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/ChamorroDBA13,
author = {Alfonso E. M{\'{a}}rquez Chamorro and
Federico Divina and
Jaume Bacardit and
Jes{\'{u}}s S. Aguilar{-}Ruiz},
title = {An efficient decision rule-based system for the protein residue-residue
contact prediction},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2013, Cancun, Mexico, June 20-23, 2013},
pages = {592--597},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CEC.2013.6557622},
doi = {10.1109/CEC.2013.6557622},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/ChamorroDBA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditL13,
author = {Jaume Bacardit and
Xavier Llor{\`{a}}},
editor = {Christian Blum and
Enrique Alba},
title = {Large scale data mining using genetics-based machine learning},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {741--764},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2480807},
doi = {10.1145/2464576.2480807},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BacarditL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BacarditWCDAK12,
author = {Jaume Bacardit and
Pawel Widera and
Alfonso E. M{\'{a}}rquez Chamorro and
Federico Divina and
Jes{\'{u}}s S. Aguilar{-}Ruiz and
Natalio Krasnogor},
title = {Contact map prediction using a large-scale ensemble of rule sets and
the fusion of multiple predicted structural features},
journal = {Bioinform.},
volume = {28},
number = {19},
pages = {2441--2448},
year = {2012},
url = {https://doi.org/10.1093/bioinformatics/bts472},
doi = {10.1093/BIOINFORMATICS/BTS472},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BacarditWCDAK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/FrancoKB12,
author = {Mar{\'{\i}}a A. Franco and
Natalio Krasnogor and
Jaume Bacardit},
title = {Analysing BioHEL using challenging boolean functions},
journal = {Evol. Intell.},
volume = {5},
number = {2},
pages = {87--102},
year = {2012},
url = {https://doi.org/10.1007/s12065-012-0080-9},
doi = {10.1007/S12065-012-0080-9},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/FrancoKB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/ChamorroDABCT12,
author = {Alfonso E. M{\'{a}}rquez Chamorro and
Federico Divina and
Jes{\'{u}}s S. Aguilar{-}Ruiz and
Jaume Bacardit and
Gualberto Asencio{-}Cort{\'{e}}s and
Cosme Ernesto Santiesteban{-}Toca},
editor = {Mario Giacobini and
Leonardo Vanneschi and
William S. Bush},
title = {A {NSGA-II} Algorithm for the Residue-Residue Contact Prediction},
booktitle = {Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
- 10th European Conference, EvoBIO 2012, M{\'{a}}laga, Spain,
April 11-13, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7246},
pages = {234--244},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29066-4\_21},
doi = {10.1007/978-3-642-29066-4\_21},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/evoW/ChamorroDABCT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FrancoKB12,
author = {Mar{\'{\i}}a A. Franco and
Natalio Krasnogor and
Jaume Bacardit},
editor = {Terence Soule and
Jason H. Moore},
title = {Post-processing operators for decision lists},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012},
pages = {847--854},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330163.2330281},
doi = {10.1145/2330163.2330281},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FrancoKB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditL12,
author = {Jaume Bacardit and
Xavier Llor{\`{a}}},
editor = {Terence Soule and
Jason H. Moore},
title = {Large scale data mining using genetics-based machine learning},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {1171--1196},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330936},
doi = {10.1145/2330784.2330936},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BacarditL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditL11,
author = {Jaume Bacardit and
Xavier Llor{\`{a}}},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Large scale data mining using genetics-based machine learning},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Companion Material Proceedings, Dublin, Ireland, July 12-16,
2011},
pages = {1285--1310},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001858.2002137},
doi = {10.1145/2001858.2002137},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BacarditL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FrancoKB11,
author = {Mar{\'{\i}}a A. Franco and
Natalio Krasnogor and
Jaume Bacardit},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Modelling the initialisation stage of the {ALKR} representation for
discrete domains and {GABIL} encoding},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {1291--1298},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001750},
doi = {10.1145/2001576.2001750},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FrancoKB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evi/SmithJBSKH10,
author = {Robert Elliott Smith and
Max Kun Jiang and
Jaume Bacardit and
Michael Stout and
Natalio Krasnogor and
Jonathan D. Hirst},
title = {A learning classifier system with mutual-information-based fitness},
journal = {Evol. Intell.},
volume = {3},
number = {1},
pages = {31--50},
year = {2010},
url = {https://doi.org/10.1007/s12065-010-0037-9},
doi = {10.1007/S12065-010-0037-9},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evi/SmithJBSKH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/BacarditL10,
author = {Jaume Bacardit and
Xavier Llor{\`{a}}},
title = {Guest Editorial: Thematic Issue on 'Metaheuristics for large scale
data mining'},
journal = {Memetic Comput.},
volume = {2},
number = {3},
pages = {163--164},
year = {2010},
url = {https://doi.org/10.1007/s12293-010-0050-7},
doi = {10.1007/S12293-010-0050-7},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/BacarditL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FrancoKB10,
author = {Mar{\'{\i}}a A. Franco and
Natalio Krasnogor and
Jaume Bacardit},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Speeding up the evaluation of evolutionary learning systems using
GPGPUs},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {1039--1046},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830672},
doi = {10.1145/1830483.1830672},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FrancoKB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FrancoKB10a,
author = {Mar{\'{\i}}a A. Franco and
Natalio Krasnogor and
Jaume Bacardit},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Analysing bioHEL using challenging boolean functions},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1855--1862},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830817},
doi = {10.1145/1830761.1830817},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FrancoKB10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WideraBKGL10,
author = {Pawel Widera and
Jaume Bacardit and
Natalio Krasnogor and
Carlos Garc{\'{\i}}a{-}Mart{\'{\i}}nez and
Manuel Lozano},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Evolutionary symbolic discovery for bioinformatics, systems and synthetic
biology},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1991--1998},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830842},
doi = {10.1145/1830761.1830842},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/WideraBKGL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iwlcs/2009,
editor = {Jaume Bacardit and
Will N. Browne and
Jan Drugowitsch and
Ester Bernad{\'{o}}{-}Mansilla and
Martin V. Butz},
title = {Learning Classifier Systems - 11th International Workshop, {IWLCS}
2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop,
{IWLCS} 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {6471},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17508-4},
doi = {10.1007/978-3-642-17508-4},
isbn = {978-3-642-17507-7},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwlcs/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/BacarditSHVSK09,
author = {Jaume Bacardit and
Michael Stout and
Jonathan D. Hirst and
Alfonso Valencia and
Robert Elliott Smith and
Natalio Krasnogor},
title = {Automated Alphabet Reduction for Protein Datasets},
journal = {{BMC} Bioinform.},
volume = {10},
year = {2009},
url = {https://doi.org/10.1186/1471-2105-10-6},
doi = {10.1186/1471-2105-10-6},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/BacarditSHVSK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/BacarditK09,
author = {Jaume Bacardit and
Natalio Krasnogor},
title = {Performance and Efficiency of Memetic Pittsburgh Learning Classifier
Systems},
journal = {Evol. Comput.},
volume = {17},
number = {3},
pages = {307--342},
year = {2009},
url = {https://doi.org/10.1162/evco.2009.17.3.307},
doi = {10.1162/EVCO.2009.17.3.307},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/BacarditK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/memetic/BacarditBK09,
author = {Jaume Bacardit and
Edmund K. Burke and
Natalio Krasnogor},
title = {Improving the scalability of rule-based evolutionary learning},
journal = {Memetic Comput.},
volume = {1},
number = {1},
pages = {55--67},
year = {2009},
url = {https://doi.org/10.1007/s12293-008-0005-4},
doi = {10.1007/S12293-008-0005-4},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/memetic/BacarditBK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/StoutBHSK09,
author = {Michael Stout and
Jaume Bacardit and
Jonathan D. Hirst and
Robert Elliott Smith and
Natalio Krasnogor},
title = {Prediction of topological contacts in proteins using learning classifier
systems},
journal = {Soft Comput.},
volume = {13},
number = {3},
pages = {245--258},
year = {2009},
url = {https://doi.org/10.1007/s00500-008-0318-8},
doi = {10.1007/S00500-008-0318-8},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/StoutBHSK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/Alcala-FdezSGJVGORBRFH09,
author = {Jes{\'{u}}s Alcal{\'{a}}{-}Fdez and
Luciano S{\'{a}}nchez and
Salvador Garc{\'{\i}}a and
Mar{\'{\i}}a Jos{\'{e}} del Jesus and
Sebasti{\'{a}}n Ventura and
Josep Maria Garrell i Guiu and
Jos{\'{e}} Otero and
Crist{\'{o}}bal Romero and
Jaume Bacardit and
V{\'{\i}}ctor M. Rivas and
Juan Carlos Fern{\'{a}}ndez and
Francisco Herrera},
title = {{KEEL:} a software tool to assess evolutionary algorithms for data
mining problems},
journal = {Soft Comput.},
volume = {13},
number = {3},
pages = {307--318},
year = {2009},
url = {https://doi.org/10.1007/s00500-008-0323-y},
doi = {10.1007/S00500-008-0323-Y},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/Alcala-FdezSGJVGORBRFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditK09,
author = {Jaume Bacardit and
Natalio Krasnogor},
editor = {Franz Rothlauf},
title = {A mixed discrete-continuous attribute list representation for large
scale classification domains},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {1155--1162},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1570057},
doi = {10.1145/1569901.1570057},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BacarditK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditL09,
author = {Jaume Bacardit and
Xavier Llor{\`{a}}},
editor = {Franz Rothlauf},
title = {Large scale data mining using genetics-based machine learning},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {3381--3412},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570424},
doi = {10.1145/1570256.1570424},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BacarditL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/StoutBHK08,
author = {Michael Stout and
Jaume Bacardit and
Jonathan D. Hirst and
Natalio Krasnogor},
title = {Prediction of recursive convex hull class assignments for protein
residues},
journal = {Bioinform.},
volume = {24},
number = {7},
pages = {916--923},
year = {2008},
url = {https://doi.org/10.1093/bioinformatics/btn050},
doi = {10.1093/BIOINFORMATICS/BTN050},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/StoutBHK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditK08,
author = {Jaume Bacardit and
Natalio Krasnogor},
editor = {Conor Ryan and
Maarten Keijzer},
title = {Fast rule representation for continuous attributes in genetics-based
machine learning},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008},
pages = {1421--1422},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1389095.1389369},
doi = {10.1145/1389095.1389369},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BacarditK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TabacmanKBL08,
author = {Maximiliano Tabacman and
Natalio Krasnogor and
Jaume Bacardit and
Irene Loiseau},
editor = {Conor Ryan and
Maarten Keijzer},
title = {Learning classifier systems for optimisation problems: a case study
on fractal travelling salesman problem},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008, Companion Material},
pages = {2039--2046},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1388969.1389018},
doi = {10.1145/1388969.1389018},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/TabacmanKBL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BacarditSHK08,
author = {Jaume Bacardit and
Michael Stout and
Jonathan D. Hirst and
Natalio Krasnogor},
editor = {Larry Bull and
Ester Bernad{\'{o}}{-}Mansilla and
John H. Holmes},
title = {Data Mining in Proteomics with Learning Classifier Systems},
booktitle = {Learning Classifier Systems in Data Mining},
series = {Studies in Computational Intelligence},
volume = {125},
pages = {17--46},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78979-6\_2},
doi = {10.1007/978-3-540-78979-6\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/BacarditSHK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iwlcs/2007,
editor = {Jaume Bacardit and
Ester Bernad{\'{o}}{-}Mansilla and
Martin V. Butz and
Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama},
title = {Learning Classifier Systems, 10th International Workshop, {IWLCS}
2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop,
{IWLCS} 2007, London, UK, July 8, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4998},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88138-4},
doi = {10.1007/978-3-540-88138-4},
isbn = {978-3-540-88137-7},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwlcs/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditSHSLK07,
author = {Jaume Bacardit and
Michael Stout and
Jonathan D. Hirst and
Kumara Sastry and
Xavier Llor{\`{a}} and
Natalio Krasnogor},
editor = {Hod Lipson},
title = {Automated alphabet reduction method with evolutionary algorithms for
protein structure prediction},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings,
London, England, UK, July 7-11, 2007},
pages = {346--353},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1276958.1277033},
doi = {10.1145/1276958.1277033},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BacarditSHSLK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcls/BacarditBB07,
author = {Jaume Bacardit and
Ester Bernad{\'{o}}{-}Mansilla and
Martin V. Butz},
editor = {Jaume Bacardit and
Ester Bernad{\'{o}}{-}Mansilla and
Martin V. Butz and
Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama},
title = {Learning Classifier Systems: Looking Back and Glimpsing Ahead},
booktitle = {Learning Classifier Systems, 10th International Workshop, {IWLCS}
2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop,
{IWLCS} 2007, London, UK, July 8, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4998},
pages = {1--21},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-88138-4\_1},
doi = {10.1007/978-3-540-88138-4\_1},
timestamp = {Sun, 02 Jun 2019 21:10:39 +0200},
biburl = {https://dblp.org/rec/conf/iwcls/BacarditBB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcls/BacarditK07,
author = {Jaume Bacardit and
Natalio Krasnogor},
editor = {Jaume Bacardit and
Ester Bernad{\'{o}}{-}Mansilla and
Martin V. Butz and
Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama},
title = {Empirical Evaluation of Ensemble Techniques for a Pittsburgh Learning
Classifier System},
booktitle = {Learning Classifier Systems, 10th International Workshop, {IWLCS}
2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop,
{IWLCS} 2007, London, UK, July 8, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4998},
pages = {255--268},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-88138-4\_15},
doi = {10.1007/978-3-540-88138-4\_15},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwcls/BacarditK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/StoutBHKB06,
author = {Michael Stout and
Jaume Bacardit and
Jonathan D. Hirst and
Natalio Krasnogor and
Jacek Blazewicz},
editor = {Franz Rothlauf and
J{\"{u}}rgen Branke and
Stefano Cagnoni and
Ernesto Costa and
Carlos Cotta and
Rolf Drechsler and
Evelyne Lutton and
Penousal Machado and
Jason H. Moore and
Juan Romero and
George D. Smith and
Giovanni Squillero and
Hideyuki Takagi},
title = {From {HP} Lattice Models to Real Proteins: Coordination Number Prediction
Using Learning Classifier Systems},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO,
EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC,
Budapest, Hungary, April 10-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3907},
pages = {208--220},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11732242\_19},
doi = {10.1007/11732242\_19},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/evoW/StoutBHKB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditSKHB06,
author = {Jaume Bacardit and
Michael Stout and
Natalio Krasnogor and
Jonathan D. Hirst and
Jacek Blazewicz},
editor = {Mike Cattolico},
title = {Coordination number prediction using learning classifier systems:
performance and interpretability},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2006, Proceedings,
Seattle, Washington, USA, July 8-12, 2006},
pages = {247--254},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143997.1144041},
doi = {10.1145/1143997.1144041},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BacarditSKHB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditK06,
author = {Jaume Bacardit and
Natalio Krasnogor},
editor = {Mike Cattolico},
title = {Smart crossover operator with multiple parents for a Pittsburgh learning
classifier system},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2006, Proceedings,
Seattle, Washington, USA, July 8-12, 2006},
pages = {1441--1448},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143997.1144235},
doi = {10.1145/1143997.1144235},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BacarditK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Bacardit05,
author = {Jaume Bacardit},
editor = {Hans{-}Georg Beyer and
Una{-}May O'Reilly},
title = {Analysis of the initialization stage of a Pittsburgh approach learning
classifier system},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Proceedings,
Washington DC, USA, June 25-29, 2005},
pages = {1843--1850},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1068009.1068321},
doi = {10.1145/1068009.1068321},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Bacardit05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwlcs/BacarditG05,
author = {Jaume Bacardit and
Josep Maria Garrell i Guiu},
editor = {Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama and
Pier Luca Lanzi and
Wolfgang Stolzmann and
Stewart W. Wilson},
title = {Bloat Control and Generalization Pressure Using the Minimum Description
Length Principle for a Pittsburgh Approach Learning Classifier System},
booktitle = {Learning Classifier Systems, International Workshops, {IWLCS} 2003-2005,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4399},
pages = {59--79},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-71231-2\_5},
doi = {10.1007/978-3-540-71231-2\_5},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/iwlcs/BacarditG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwlcs/BacarditB05,
author = {Jaume Bacardit and
Martin V. Butz},
editor = {Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama and
Pier Luca Lanzi and
Wolfgang Stolzmann and
Stewart W. Wilson},
title = {Data Mining in Learning Classifier Systems: Comparing {XCS} with GAssist},
booktitle = {Learning Classifier Systems, International Workshops, {IWLCS} 2003-2005,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4399},
pages = {282--290},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-71231-2\_19},
doi = {10.1007/978-3-540-71231-2\_19},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwlcs/BacarditB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwlcs/BacarditGB05,
author = {Jaume Bacardit and
David E. Goldberg and
Martin V. Butz},
editor = {Tim Kovacs and
Xavier Llor{\`{a}} and
Keiki Takadama and
Pier Luca Lanzi and
Wolfgang Stolzmann and
Stewart W. Wilson},
title = {Improving the Performance of a Pittsburgh Learning Classifier System
Using a Default Rule},
booktitle = {Learning Classifier Systems, International Workshops, {IWLCS} 2003-2005,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4399},
pages = {291--307},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-71231-2\_20},
doi = {10.1007/978-3-540-71231-2\_20},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwlcs/BacarditGB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditG04,
author = {Jaume Bacardit and
Josep Maria Garrell i Guiu},
editor = {Kalyanmoy Deb and
Riccardo Poli and
Wolfgang Banzhaf and
Hans{-}Georg Beyer and
Edmund K. Burke and
Paul J. Darwen and
Dipankar Dasgupta and
Dario Floreano and
James A. Foster and
Mark Harman and
Owen Holland and
Pier Luca Lanzi and
Lee Spector and
Andrea Tettamanzi and
Dirk Thierens and
Andrew M. Tyrrell},
title = {Analysis and Improvements of the Adaptive Discretization Intervals
Knowledge Representation},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2004, Genetic and Evolutionary
Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3103},
pages = {726--738},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24855-2\_88},
doi = {10.1007/978-3-540-24855-2\_88},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BacarditG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/Aguilar-RuizBD04,
author = {Jes{\'{u}}s S. Aguilar{-}Ruiz and
Jaume Bacardit and
Federico Divina},
editor = {Kalyanmoy Deb and
Riccardo Poli and
Wolfgang Banzhaf and
Hans{-}Georg Beyer and
Edmund K. Burke and
Paul J. Darwen and
Dipankar Dasgupta and
Dario Floreano and
James A. Foster and
Mark Harman and
Owen Holland and
Pier Luca Lanzi and
Lee Spector and
Andrea Tettamanzi and
Dirk Thierens and
Andrew M. Tyrrell},
title = {Experimental Evaluation of Discretization Schemes for Rule Induction},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2004, Genetic and Evolutionary
Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3102},
pages = {828--839},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24854-5\_85},
doi = {10.1007/978-3-540-24854-5\_85},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/gecco/Aguilar-RuizBD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/BacarditGBLG04,
author = {Jaume Bacardit and
David E. Goldberg and
Martin V. Butz and
Xavier Llor{\`{a}} and
Josep Maria Garrell i Guiu},
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {Speeding-Up Pittsburgh Learning Classifier Systems: Modeling Time
and Accuracy},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
pages = {1021--1031},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30217-9\_103},
doi = {10.1007/978-3-540-30217-9\_103},
timestamp = {Wed, 28 Jun 2023 16:19:43 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/BacarditGBLG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditG03,
author = {Jaume Bacardit and
Josep Maria Garrell i Guiu},
editor = {Erick Cant{\'{u}}{-}Paz and
James A. Foster and
Kalyanmoy Deb and
Lawrence Davis and
Rajkumar Roy and
Una{-}May O'Reilly and
Hans{-}Georg Beyer and
Russell K. Standish and
Graham Kendall and
Stewart W. Wilson and
Mark Harman and
Joachim Wegener and
Dipankar Dasgupta and
Mitchell A. Potter and
Alan C. Schultz and
Kathryn A. Dowsland and
Natasa Jonoska and
Julian F. Miller},
title = {Evolving Multiple Discretizations with Adaptive Intervals for a Pittsburgh
Rule-Based Learning Classifier System},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2003, Genetic and Evolutionary
Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {2724},
pages = {1818--1831},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45110-2\_80},
doi = {10.1007/3-540-45110-2\_80},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/gecco/BacarditG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccia/BacarditG02,
author = {Jaume Bacardit and
Josep Maria Garrell i Guiu},
editor = {M. Teresa Escrig and
Francisco Toledo and
Elisabet Golobardes},
title = {The Role of Interval Initialization in a {GBML} System with Rule Representation
and Adaptive Discrete Intervals},
booktitle = {Topics in Artificial Intelligence, 5th Catalonian Conference on AI,
{CCIA} 2002, Castell{\'{o}}n, Spain, October 24-25, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2504},
pages = {184--195},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36079-4\_16},
doi = {10.1007/3-540-36079-4\_16},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccia/BacarditG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BacarditG02,
author = {Jaume Bacardit and
Josep Maria Garrell i Guiu},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {Evolution Of Adaptive Discretization Intervals For {A} Rule-based
Genetic Learning System},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {677},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Mon, 13 Nov 2017 18:15:11 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BacarditG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iberamia/BacarditG02,
author = {Jaume Bacardit and
Josep Maria Garrell i Guiu},
editor = {Francisco J. Garijo and
Jos{\'{e}} Crist{\'{o}}bal Riquelme Santos and
Miguel Toro},
title = {Evolution of Multi-adaptive Discretization Intervals for a Rule-Based
Genetic Learning System},
booktitle = {Advances in Artificial Intelligence - {IBERAMIA} 2002, 8th Ibero-American
Conference on AI, Seville, Spain, November 12-15, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2527},
pages = {350--360},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36131-6\_36},
doi = {10.1007/3-540-36131-6\_36},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/iberamia/BacarditG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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