BibTeX records: Ricard Gavaldà

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@proceedings{DBLP:conf/pkdd/2022-w1,
  editor       = {Irena Koprinska and
                  Paolo Mignone and
                  Riccardo Guidotti and
                  Szymon Jaroszewicz and
                  Holger Fr{\"{o}}ning and
                  Francesco Gullo and
                  Pedro M. Ferreira and
                  Damian Roqueiro and
                  Gaia Ceddia and
                  Slawomir Nowaczyk and
                  Jo{\~{a}}o Gama and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Ettore Ritacco and
                  Francesca Naretto and
                  Andreas Theissler and
                  Przemyslaw Biecek and
                  Wouter Verbeke and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Ilaria Bordino and
                  Ivan Luciano Danesi and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Annalisa Appice and
                  Giuseppina Andresini and
                  Ib{\'{e}}ria Medeiros and
                  Guilherme Gra{\c{c}}a and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Arif Canakoglu and
                  Sara Pid{\`{o}} and
                  Pietro Pinoli and
                  Albert Bifet and
                  Sepideh Pashami},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
                  France, September 19-23, 2022, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {1752},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-23618-1},
  doi          = {10.1007/978-3-031-23618-1},
  isbn         = {978-3-031-23617-4},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2022-w1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2022-w2,
  editor       = {Irena Koprinska and
                  Paolo Mignone and
                  Riccardo Guidotti and
                  Szymon Jaroszewicz and
                  Holger Fr{\"{o}}ning and
                  Francesco Gullo and
                  Pedro M. Ferreira and
                  Damian Roqueiro and
                  Gaia Ceddia and
                  Slawomir Nowaczyk and
                  Jo{\~{a}}o Gama and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Ettore Ritacco and
                  Francesca Naretto and
                  Andreas Theissler and
                  Przemyslaw Biecek and
                  Wouter Verbeke and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Ilaria Bordino and
                  Ivan Luciano Danesi and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Annalisa Appice and
                  Giuseppina Andresini and
                  Ib{\'{e}}ria Medeiros and
                  Guilherme Gra{\c{c}}a and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Arif Canakoglu and
                  Sara Pid{\`{o}} and
                  Pietro Pinoli and
                  Albert Bifet and
                  Sepideh Pashami},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
                  France, September 19-23, 2022, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {1753},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-23633-4},
  doi          = {10.1007/978-3-031-23633-4},
  isbn         = {978-3-031-23632-7},
  timestamp    = {Fri, 17 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2022-w2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/ZhangGB22,
  author       = {Xiao Zhang and
                  Ricard Gavald{\`{a}} and
                  Jaume Baixeries},
  title        = {Interpretable prediction of mortality in liver transplant recipients
                  based on machine learning},
  journal      = {Comput. Biol. Medicine},
  volume       = {151},
  number       = {Part},
  pages        = {106188},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.compbiomed.2022.106188},
  doi          = {10.1016/J.COMPBIOMED.2022.106188},
  timestamp    = {Sun, 25 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cbm/ZhangGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w1,
  editor       = {Michael Kamp and
                  Irena Koprinska and
                  Adrien Bibal and
                  Tassadit Bouadi and
                  Beno{\^{\i}}t Fr{\'{e}}nay and
                  Luis Gal{\'{a}}rraga and
                  Jos{\'{e}} Oramas and
                  Linara Adilova and
                  Yamuna Krishnamurthy and
                  Bo Kang and
                  Christine Largeron and
                  Jefrey Lijffijt and
                  Tiphaine Viard and
                  Pascal Welke and
                  Massimiliano Ruocco and
                  Erlend Aune and
                  Claudio Gallicchio and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Holger Fr{\"{o}}ning and
                  G{\"{u}}nther Schindler and
                  Riccardo Guidotti and
                  Anna Monreale and
                  Salvatore Rinzivillo and
                  Przemyslaw Biecek and
                  Eirini Ntoutsi and
                  Mykola Pechenizkiy and
                  Bodo Rosenhahn and
                  Christopher L. Buckley and
                  Daniela Cialfi and
                  Pablo Lanillos and
                  Maxwell Ramstead and
                  Tim Verbelen and
                  Pedro M. Ferreira and
                  Giuseppina Andresini and
                  Donato Malerba and
                  Ib{\'{e}}ria Medeiros and
                  Philippe Fournier{-}Viger and
                  M. Saqib Nawaz and
                  Sebasti{\'{a}}n Ventura and
                  Meng Sun and
                  Min Zhou and
                  Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Rita P. Ribeiro and
                  Jo{\~{a}}o Gama and
                  Ricard Gavald{\`{a}} and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Damian Roqueiro and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Guilherme Gra{\c{c}}a},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
                  Event, September 13-17, 2021, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {1524},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-93736-2},
  doi          = {10.1007/978-3-030-93736-2},
  isbn         = {978-3-030-93735-5},
  timestamp    = {Sat, 12 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2021-w1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2021-w2,
  editor       = {Michael Kamp and
                  Irena Koprinska and
                  Adrien Bibal and
                  Tassadit Bouadi and
                  Beno{\^{\i}}t Fr{\'{e}}nay and
                  Luis Gal{\'{a}}rraga and
                  Jos{\'{e}} Oramas and
                  Linara Adilova and
                  Yamuna Krishnamurthy and
                  Bo Kang and
                  Christine Largeron and
                  Jefrey Lijffijt and
                  Tiphaine Viard and
                  Pascal Welke and
                  Massimiliano Ruocco and
                  Erlend Aune and
                  Claudio Gallicchio and
                  Gregor Schiele and
                  Franz Pernkopf and
                  Michaela Blott and
                  Holger Fr{\"{o}}ning and
                  G{\"{u}}nther Schindler and
                  Riccardo Guidotti and
                  Anna Monreale and
                  Salvatore Rinzivillo and
                  Przemyslaw Biecek and
                  Eirini Ntoutsi and
                  Mykola Pechenizkiy and
                  Bodo Rosenhahn and
                  Christopher L. Buckley and
                  Daniela Cialfi and
                  Pablo Lanillos and
                  Maxwell Ramstead and
                  Tim Verbelen and
                  Pedro M. Ferreira and
                  Giuseppina Andresini and
                  Donato Malerba and
                  Ib{\'{e}}ria Medeiros and
                  Philippe Fournier{-}Viger and
                  M. Saqib Nawaz and
                  Sebasti{\'{a}}n Ventura and
                  Meng Sun and
                  Min Zhou and
                  Valerio Bitetta and
                  Ilaria Bordino and
                  Andrea Ferretti and
                  Francesco Gullo and
                  Giovanni Ponti and
                  Lorenzo Severini and
                  Rita P. Ribeiro and
                  Jo{\~{a}}o Gama and
                  Ricard Gavald{\`{a}} and
                  Lee A. D. Cooper and
                  Naghmeh Ghazaleh and
                  Jonas Richiardi and
                  Damian Roqueiro and
                  Diego Saldana Miranda and
                  Konstantinos Sechidis and
                  Guilherme Gra{\c{c}}a},
  title        = {Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases - International Workshops of {ECML} {PKDD} 2021, Virtual
                  Event, September 13-17, 2021, Proceedings, Part {II}},
  series       = {Communications in Computer and Information Science},
  volume       = {1525},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-93733-1},
  doi          = {10.1007/978-3-030-93733-1},
  isbn         = {978-3-030-93732-4},
  timestamp    = {Sat, 12 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2021-w2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2020-w,
  editor       = {Irena Koprinska and
                  Michael Kamp and
                  Annalisa Appice and
                  Corrado Loglisci and
                  Luiza Antonie and
                  Albrecht Zimmermann and
                  Riccardo Guidotti and
                  {\"{O}}zlem {\"{O}}zg{\"{o}}bek and
                  Rita P. Ribeiro and
                  Ricard Gavald{\`{a}} and
                  Jo{\~{a}}o Gama and
                  Linara Adilova and
                  Yamuna Krishnamurthy and
                  Pedro M. Ferreira and
                  Donato Malerba and
                  Ib{\'{e}}ria Medeiros and
                  Michelangelo Ceci and
                  Giuseppe Manco and
                  Elio Masciari and
                  Zbigniew W. Ras and
                  Peter Christen and
                  Eirini Ntoutsi and
                  Erich Schubert and
                  Arthur Zimek and
                  Anna Monreale and
                  Przemyslaw Biecek and
                  Salvatore Rinzivillo and
                  Benjamin Kille and
                  Andreas Lommatzsch and
                  Jon Atle Gulla},
  title        = {{ECML} {PKDD} 2020 Workshops - Workshops of the European Conference
                  on Machine Learning and Knowledge Discovery in Databases {(ECML} {PKDD}
                  2020): SoGood 2020, {PDFL} 2020, {MLCS} 2020, {NFMCP} 2020, {DINA}
                  2020, {EDML} 2020, {XKDD} 2020 and {INRA} 2020, Ghent, Belgium, September
                  14-18, 2020, Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {1323},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-65965-3},
  doi          = {10.1007/978-3-030-65965-3},
  isbn         = {978-3-030-65964-6},
  timestamp    = {Thu, 23 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2020-w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/ZamoraG19,
  author       = {Mart{\'{\i}} Zamora and
                  Ricard Gavald{\`{a}}},
  title        = {Interpretable Patient Trajectories from Temporally Annotated Health
                  Records},
  booktitle    = {32nd {IEEE} International Symposium on Computer-Based Medical Systems,
                  {CBMS} 2019, Cordoba, Spain, June 5-7, 2019},
  pages        = {547--550},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/CBMS.2019.00112},
  doi          = {10.1109/CBMS.2019.00112},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cbms/ZamoraG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/YedraCG19,
  author       = {Rafael Mena Yedra and
                  Jordi Casas and
                  Ricard Gavald{\`{a}}},
  title        = {Probabilistic model for robust traffic state identification in urban
                  networks},
  booktitle    = {2019 {IEEE} Intelligent Transportation Systems Conference, {ITSC}
                  2019, Auckland, New Zealand, October 27-30, 2019},
  pages        = {1934--1940},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ITSC.2019.8917259},
  doi          = {10.1109/ITSC.2019.8917259},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/itsc/YedraCG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2018nemesis,
  editor       = {Carlos Alzate and
                  Anna Monreale and
                  Haytham Assem and
                  Albert Bifet and
                  Teodora Sandra Buda and
                  Bora Caglayan and
                  Brett Drury and
                  Eva Garc{\'{\i}}a{-}Mart{\'{\i}}n and
                  Ricard Gavald{\`{a}} and
                  Stefan Kramer and
                  Niklas Lavesson and
                  Michael Madden and
                  Ian M. Molloy and
                  Maria{-}Irina Nicolae and
                  Mathieu Sinn},
  title        = {{ECML} {PKDD} 2018 Workshops - Nemesis 2018, UrbReas 2018, SoGood
                  2018, IWAISe 2018, and Green Data Mining 2018, Dublin, Ireland, September
                  10-14, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11329},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-13453-2},
  doi          = {10.1007/978-3-030-13453-2},
  isbn         = {978-3-030-13452-5},
  timestamp    = {Wed, 02 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/2018nemesis.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bdt/Gavalda19,
  author       = {Ricard Gavald{\`{a}}},
  editor       = {Sherif Sakr and
                  Albert Y. Zomaya},
  title        = {Adaptive Windowing},
  booktitle    = {Encyclopedia of Big Data Technologies},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-319-63962-8\_194-1},
  doi          = {10.1007/978-3-319-63962-8\_194-1},
  timestamp    = {Thu, 14 Feb 2019 16:03:55 +0100},
  biburl       = {https://dblp.org/rec/reference/bdt/Gavalda19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcsb/ValdesGRDYGRC18,
  author       = {Mar{\'{\i}}a Gabriela Vald{\'{e}}s and
                  Iv{\'{a}}n Galv{\'{a}}n{-}Femen{\'{\i}}a and
                  Vicent J. Ribas Ripoll and
                  Xavier Duran and
                  Jun Yokota and
                  Ricard Gavald{\`{a}} and
                  Xavier Rafael{-}Palou and
                  Rafael de Cid},
  title        = {Pipeline design to identify key features and classify the chemotherapy
                  response on lung cancer patients using large-scale genetic data},
  journal      = {{BMC} Syst. Biol.},
  volume       = {12},
  number       = {5},
  pages        = {55--74},
  year         = {2018},
  url          = {https://doi.org/10.1186/s12918-018-0615-5},
  doi          = {10.1186/S12918-018-0615-5},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bmcsb/ValdesGRDYGRC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/RuffiniCG18,
  author       = {Matteo Ruffini and
                  Marta Casanellas and
                  Ricard Gavald{\`{a}}},
  title        = {A new method of moments for latent variable models},
  journal      = {Mach. Learn.},
  volume       = {107},
  number       = {8-10},
  pages        = {1431--1455},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10994-018-5706-4},
  doi          = {10.1007/S10994-018-5706-4},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/RuffiniCG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01514,
  author       = {Laura Avi{\~{n}}{\'{o}} and
                  Matteo Ruffini and
                  Ricard Gavald{\`{a}}},
  title        = {Generating Synthetic but Plausible Healthcare Record Datasets},
  journal      = {CoRR},
  volume       = {abs/1807.01514},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.01514},
  eprinttype    = {arXiv},
  eprint       = {1807.01514},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-01514.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/BlondelAG17,
  author       = {Gilles Blondel and
                  Marta Arias and
                  Ricard Gavald{\`{a}}},
  title        = {Identifiability and transportability in dynamic causal networks},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {3},
  number       = {2},
  pages        = {131--147},
  year         = {2017},
  url          = {https://doi.org/10.1007/s41060-016-0028-8},
  doi          = {10.1007/S41060-016-0028-8},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijdsa/BlondelAG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/RuffiniGL17,
  author       = {Matteo Ruffini and
                  Ricard Gavald{\`{a}} and
                  Esther Limon},
  editor       = {Finale Doshi{-}Velez and
                  Jim Fackler and
                  David C. Kale and
                  Rajesh Ranganath and
                  Byron C. Wallace and
                  Jenna Wiens},
  title        = {Clustering Patients with Tensor Decomposition},
  booktitle    = {Proceedings of the Machine Learning for Health Care Conference, {MLHC}
                  2017, Boston, Massachusetts, USA, 18-19 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {68},
  pages        = {126--146},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v68/ruffini17a.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:31 +0200},
  biburl       = {https://dblp.org/rec/conf/mlhc/RuffiniGL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2016sogood,
  editor       = {Ricard Gavald{\`{a}} and
                  Indre Zliobaite and
                  Jo{\~{a}}o Gama},
  title        = {Proceedings of the First Workshop on Data Science for Social Good
                  co-located with European Conference on Machine Learning and Principles
                  and Practice of Knowledge Dicovery in Databases, SoGood@ECML-PKDD
                  2016, Riva del Garda, Italy, September 19, 2016},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1831},
  publisher    = {CEUR-WS.org},
  year         = {2017},
  url          = {https://ceur-ws.org/Vol-1831},
  urn          = {urn:nbn:de:0074-1831-0},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2016sogood.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-08994,
  author       = {Matteo Ruffini and
                  Ricard Gavald{\`{a}} and
                  Esther Limon},
  title        = {Clustering Patients with Tensor Decomposition},
  journal      = {CoRR},
  volume       = {abs/1708.08994},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.08994},
  eprinttype    = {arXiv},
  eprint       = {1708.08994},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-08994.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Coma-PuigCGAM16,
  author       = {Bernat Coma{-}Puig and
                  Josep Carmona and
                  Ricard Gavald{\`{a}} and
                  Santiago Alcoverro and
                  Victor Martin},
  title        = {Fraud Detection in Energy Consumption: {A} Supervised Approach},
  booktitle    = {2016 {IEEE} International Conference on Data Science and Advanced
                  Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
  pages        = {120--129},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/DSAA.2016.19},
  doi          = {10.1109/DSAA.2016.19},
  timestamp    = {Thu, 09 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsaa/Coma-PuigCGAM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FernandezMGAG16,
  author       = {Javier Fern{\'{a}}ndez and
                  Daniel Medina and
                  Antonio G{\'{o}}mez and
                  Marta Arias and
                  Ricard Gavald{\`{a}}},
  editor       = {Carlotta Domeniconi and
                  Francesco Gullo and
                  Francesco Bonchi and
                  Josep Domingo{-}Ferrer and
                  Ricardo Baeza{-}Yates and
                  Zhi{-}Hua Zhou and
                  Xindong Wu},
  title        = {From Training to Match Performance: {A} Predictive and Explanatory
                  Study on Novel Tracking Data},
  booktitle    = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
                  2016, December 12-15, 2016, Barcelona, Spain},
  pages        = {136--143},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICDMW.2016.0027},
  doi          = {10.1109/ICDMW.2016.0027},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/FernandezMGAG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/FernandezMGAG16,
  author       = {Javier Fern{\'{a}}ndez and
                  Daniel Medina and
                  Antonio G{\'{o}}mez and
                  Marta Arias and
                  Ricard Gavald{\`{a}}},
  editor       = {Jan Van Haaren and
                  Mehdi Kaytoue and
                  Jesse Davis},
  title        = {Does Training Affect Match Performance? {A} Study Using Data Mining
                  And Tracking Devices},
  booktitle    = {Proceedings of the Workshop on Machine Learning and Data Mining for
                  Sports Analytics 2016 co-located with the 2016 European Conference
                  on Machine Learning and Principles and Practice of Knowledge Discovery
                  in Databases, MLSA@PKDD/ECML 2016, Riva del Garda, Italy, September
                  19, 2016},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1842},
  publisher    = {CEUR-WS.org},
  year         = {2016},
  url          = {https://ceur-ws.org/Vol-1842/paper\_12.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/FernandezMGAG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RodriguezBG16,
  author       = {Antonio Rodriguez and
                  Frederic Bartumeus and
                  Ricard Gavald{\`{a}}},
  editor       = {Ricard Gavald{\`{a}} and
                  Indre Zliobaite and
                  Jo{\~{a}}o Gama},
  title        = {Machine Learning Assists the Classification of Reports by Citizens
                  on Disease-Carrying Mosquitoes},
  booktitle    = {Proceedings of the First Workshop on Data Science for Social Good
                  co-located with European Conference on Machine Learning and Principles
                  and Practice of Knowledge Dicovery in Databases, SoGood@ECML-PKDD
                  2016, Riva del Garda, Italy, September 19, 2016},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {1831},
  publisher    = {CEUR-WS.org},
  year         = {2016},
  url          = {https://ceur-ws.org/Vol-1831/paper\_7.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/RodriguezBG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BlondelAG16,
  author       = {Gilles Blondel and
                  Marta Arias and
                  Ricard Gavald{\`{a}}},
  title        = {Identifiability and Transportability in Dynamic Causal Networks},
  journal      = {CoRR},
  volume       = {abs/1610.05556},
  year         = {2016},
  url          = {http://arxiv.org/abs/1610.05556},
  eprinttype    = {arXiv},
  eprint       = {1610.05556},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BlondelAG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/QuadranaBG15,
  author       = {Massimo Quadrana and
                  Albert Bifet and
                  Ricard Gavald{\`{a}}},
  title        = {An efficient closed frequent itemset miner for the {MOA} stream mining
                  system},
  journal      = {{AI} Commun.},
  volume       = {28},
  number       = {1},
  pages        = {143--158},
  year         = {2015},
  url          = {https://doi.org/10.3233/AIC-140615},
  doi          = {10.3233/AIC-140615},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aicom/QuadranaBG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/ZamoraBACLRAG15,
  author       = {Mart{\'{\i}} Zamora and
                  Manel Baradad and
                  Ester Amado and
                  Silvia Cordomi and
                  Esther Limon and
                  Juliana Ribera and
                  Marta Arias and
                  Ricard Gavald{\`{a}}},
  title        = {Characterizing chronic disease and polymedication prescription patterns
                  from electronic health records},
  booktitle    = {2015 {IEEE} International Conference on Data Science and Advanced
                  Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
                  19-21, 2015},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/DSAA.2015.7344870},
  doi          = {10.1109/DSAA.2015.7344870},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsaa/ZamoraBACLRAG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2015-3,
  editor       = {Albert Bifet and
                  Michael May and
                  Bianca Zadrozny and
                  Ricard Gavald{\`{a}} and
                  Dino Pedreschi and
                  Francesco Bonchi and
                  Jaime S. Cardoso and
                  Myra Spiliopoulou},
  title        = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9286},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23461-8},
  doi          = {10.1007/978-3-319-23461-8},
  isbn         = {978-3-319-23460-1},
  timestamp    = {Wed, 17 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/2015-3.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/PoggiCGAT14,
  author       = {Nicol{\'{a}}s Poggi and
                  David Carrera and
                  Ricard Gavald{\`{a}} and
                  Eduard Ayguad{\'{e}} and
                  Jordi Torres},
  title        = {A methodology for the evaluation of high response time on E-commerce
                  users and sales},
  journal      = {Inf. Syst. Frontiers},
  volume       = {16},
  number       = {5},
  pages        = {867--885},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10796-012-9387-4},
  doi          = {10.1007/S10796-012-9387-4},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isf/PoggiCGAT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BalleCG14,
  author       = {Borja Balle and
                  Jorge Castro and
                  Ricard Gavald{\`{a}}},
  title        = {Adaptively learning probabilistic deterministic automata from data
                  streams},
  journal      = {Mach. Learn.},
  volume       = {96},
  number       = {1-2},
  pages        = {99--127},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10994-013-5408-x},
  doi          = {10.1007/S10994-013-5408-X},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BalleCG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mst/ChattopadhyayGHT14,
  author       = {Arkadev Chattopadhyay and
                  Ricard Gavald{\`{a}} and
                  Kristoffer Arnsfelt Hansen and
                  Denis Th{\'{e}}rien},
  title        = {Learning Read-Constant Polynomials of Constant Degree Modulo Composites},
  journal      = {Theory Comput. Syst.},
  volume       = {55},
  number       = {2},
  pages        = {404--420},
  year         = {2014},
  url          = {https://doi.org/10.1007/s00224-013-9488-6},
  doi          = {10.1007/S00224-013-9488-6},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mst/ChattopadhyayGHT14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/BerralGNGTB14,
  author       = {Josep Lluis Berral and
                  I{\~{n}}igo Goiri and
                  Thu D. Nguyen and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres and
                  Ricardo Bianchini},
  title        = {Building Green Cloud Services at Low Cost},
  booktitle    = {{IEEE} 34th International Conference on Distributed Computing Systems,
                  {ICDCS} 2014, Madrid, Spain, June 30 - July 3, 2014},
  pages        = {449--460},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICDCS.2014.53},
  doi          = {10.1109/ICDCS.2014.53},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdcs/BerralGNGTB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/BalleCG13,
  author       = {Borja Balle and
                  Jorge Castro and
                  Ricard Gavald{\`{a}}},
  title        = {Learning probabilistic automata: {A} study in state distinguishability},
  journal      = {Theor. Comput. Sci.},
  volume       = {473},
  pages        = {46--60},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.tcs.2012.10.009},
  doi          = {10.1016/J.TCS.2012.10.009},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcs/BalleCG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/BonchiBGG13,
  author       = {Francesco Bonchi and
                  Wray L. Buntine and
                  Ricard Gavald{\`{a}} and
                  Shengbo Guo},
  title        = {Introduction to the special issue on social web mining},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {5},
  number       = {1},
  pages        = {5:1--5:2},
  year         = {2013},
  url          = {https://doi.org/10.1145/2542182.2542187},
  doi          = {10.1145/2542182.2542187},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tist/BonchiBGG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccia/BalleCCGM13,
  author       = {Borja Balle and
                  Bernardino Casas and
                  Alex Catarineu and
                  Ricard Gavald{\`{a}} and
                  David Manzano{-}Macho},
  editor       = {Karina Gibert and
                  Vicent J. Botti and
                  Ram{\'{o}}n Reig Bola{\~{n}}o},
  title        = {The Architecture of a Churn Prediction System Based on Stream Mining},
  booktitle    = {Artificial Intelligence Research and Development - Proceedings of
                  the 16th International Conference of the Catalan Association for Artificial
                  Intelligence, Vic, Catalonia, Spain, October 23-25, 2013},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {256},
  pages        = {157--166},
  publisher    = {{IOS} Press},
  year         = {2013},
  url          = {https://doi.org/10.3233/978-1-61499-320-9-157},
  doi          = {10.3233/978-1-61499-320-9-157},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccia/BalleCCGM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccia/QuadranaBG13,
  author       = {Massimo Quadrana and
                  Albert Bifet and
                  Ricard Gavald{\`{a}}},
  editor       = {Karina Gibert and
                  Vicent J. Botti and
                  Ram{\'{o}}n Reig Bola{\~{n}}o},
  title        = {An Efficient Closed Frequent Itemset Miner for the Moa Stream Mining
                  System},
  booktitle    = {Artificial Intelligence Research and Development - Proceedings of
                  the 16th International Conference of the Catalan Association for Artificial
                  Intelligence, Vic, Catalonia, Spain, October 23-25, 2013},
  series       = {Frontiers in Artificial Intelligence and Applications},
  volume       = {256},
  pages        = {203--212},
  publisher    = {{IOS} Press},
  year         = {2013},
  url          = {https://doi.org/10.3233/978-1-61499-320-9-203},
  doi          = {10.3233/978-1-61499-320-9-203},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccia/QuadranaBG13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/BerralGT13,
  author       = {Josep Lluis Berral and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  title        = {Power-Aware Multi-data Center Management Using Machine Learning},
  booktitle    = {42nd International Conference on Parallel Processing, {ICPP} 2013,
                  Lyon, France, October 1-4, 2013},
  pages        = {858--867},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICPP.2013.102},
  doi          = {10.1109/ICPP.2013.102},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpp/BerralGT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/BerralGT13,
  author       = {Josep Lluis Berral and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  editor       = {Sung Y. Shin and
                  Jos{\'{e}} Carlos Maldonado},
  title        = {Empowering automatic data-center management with machine learning},
  booktitle    = {Proceedings of the 28th Annual {ACM} Symposium on Applied Computing,
                  {SAC} '13, Coimbra, Portugal, March 18-22, 2013},
  pages        = {170--172},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2480362.2480397},
  doi          = {10.1145/2480362.2480397},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sac/BerralGT13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/GoiriBFJNGGT12,
  author       = {I{\~{n}}igo Goiri and
                  Josep Lluis Berral and
                  Josep Oriol Fit{\'{o}} and
                  Ferran Juli{\`{a}} and
                  Ramon Nou and
                  Jordi Guitart and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  title        = {Energy-efficient and multifaceted resource management for profit-driven
                  virtualized data centers},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {28},
  number       = {5},
  pages        = {718--731},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.future.2011.12.002},
  doi          = {10.1016/J.FUTURE.2011.12.002},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fgcs/GoiriBFJNGGT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LumbrerasG12,
  author       = {Alberto Lumbreras and
                  Ricard Gavald{\`{a}}},
  title        = {Applying Trust Metrics Based on User Interactions to Recommendation
                  in Social Networks},
  booktitle    = {International Conference on Advances in Social Networks Analysis and
                  Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
  pages        = {1159--1164},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ASONAM.2012.200},
  doi          = {10.1109/ASONAM.2012.200},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/LumbrerasG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/CarmonaG12,
  author       = {Josep Carmona and
                  Ricard Gavald{\`{a}}},
  editor       = {Jaakko Hollm{\'{e}}n and
                  Frank Klawonn and
                  Allan Tucker},
  title        = {Online Techniques for Dealing with Concept Drift in Process Mining},
  booktitle    = {Advances in Intelligent Data Analysis {XI} - 11th International Symposium,
                  {IDA} 2012, Helsinki, Finland, October 25-27, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7619},
  pages        = {90--102},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34156-4\_10},
  doi          = {10.1007/978-3-642-34156-4\_10},
  timestamp    = {Thu, 09 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ida/CarmonaG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BalleCG12,
  author       = {Borja Balle and
                  Jorge Castro and
                  Ricard Gavald{\`{a}}},
  editor       = {Jeffrey Heinz and
                  Colin de la Higuera and
                  Tim Oates},
  title        = {Bootstrapping and Learning {PDFA} in Data Streams},
  booktitle    = {Proceedings of the Eleventh International Conference on Grammatical
                  Inference, {ICGI} 2012, University of Maryland, College Park, USA,
                  September 5-8, 2012},
  series       = {{JMLR} Proceedings},
  volume       = {21},
  pages        = {34--48},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v21/balle12a.html},
  timestamp    = {Sun, 16 Oct 2022 14:19:56 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BalleCG12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/BifetG11,
  author       = {Albert Bifet and
                  Ricard Gavald{\`{a}}},
  title        = {Mining frequent closed trees in evolving data streams},
  journal      = {Intell. Data Anal.},
  volume       = {15},
  number       = {1},
  pages        = {29--48},
  year         = {2011},
  url          = {https://doi.org/10.3233/IDA-2010-0454},
  doi          = {10.3233/IDA-2010-0454},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ida/BifetG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biostec/RibGSB11,
  author       = {Leonor Rib and
                  Ricard Gavald{\`{a}} and
                  Jos{\'{e}} Manuel Soria and
                  Alfonso Buil},
  editor       = {Marco Pellegrini and
                  Ana L. N. Fred and
                  Joaquim Filipe and
                  Hugo Gamboa},
  title        = {SalaboMiner - {A} Biomedical Literature Mining Tool for Inferring
                  the Genetics of Complex Diseases},
  booktitle    = {{BIOINFORMATICS} 2011 - Proceedings of the International Conference
                  on Bioinformatics Models, Methods and Algorithms, Rome, Italy, 26-29
                  January, 2011},
  pages        = {143--148},
  publisher    = {SciTePress},
  year         = {2011},
  timestamp    = {Thu, 21 Dec 2017 16:21:33 +0100},
  biburl       = {https://dblp.org/rec/conf/biostec/RibGSB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csr/ChattopadhyayGHT11,
  author       = {Arkadev Chattopadhyay and
                  Ricard Gavald{\`{a}} and
                  Kristoffer Arnsfelt Hansen and
                  Denis Th{\'{e}}rien},
  editor       = {Alexander S. Kulikov and
                  Nikolay K. Vereshchagin},
  title        = {Learning Read-Constant Polynomials of Constant Degree Modulo Composites},
  booktitle    = {Computer Science - Theory and Applications - 6th International Computer
                  Science Symposium in Russia, {CSR} 2011, St. Petersburg, Russia, June
                  14-18, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6651},
  pages        = {29--42},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20712-9\_3},
  doi          = {10.1007/978-3-642-20712-9\_3},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/csr/ChattopadhyayGHT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grid/BerralGT11,
  author       = {Josep Lluis Berral and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  editor       = {Shantenu Jha and
                  Nils gentschen Felde and
                  Rajkumar Buyya and
                  Gilles Fedak},
  title        = {Adaptive Scheduling on Power-Aware Managed Data-Centers Using Machine
                  Learning},
  booktitle    = {12th {IEEE/ACM} International Conference on Grid Computing, {GRID}
                  2011, Lyon, France, September 21-23, 2011},
  pages        = {66--73},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/Grid.2011.18},
  doi          = {10.1109/GRID.2011.18},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grid/BerralGT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issre/AlonsoGGGT11,
  author       = {Javier Alonso and
                  I{\~{n}}igo Goiri and
                  Jordi Guitart and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  editor       = {Tadashi Dohi and
                  Bojan Cukic},
  title        = {Optimal Resource Allocation in a Virtualized Software Aging Platform
                  with Software Rejuvenation},
  booktitle    = {{IEEE} 22nd International Symposium on Software Reliability Engineering,
                  {ISSRE} 2011, Hiroshima, Japan, November 29 - December 2, 2011},
  pages        = {250--259},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ISSRE.2011.30},
  doi          = {10.1109/ISSRE.2011.30},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/issre/AlonsoGGGT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BifetHPG11,
  author       = {Albert Bifet and
                  Geoff Holmes and
                  Bernhard Pfahringer and
                  Ricard Gavald{\`{a}}},
  editor       = {Chid Apt{\'{e}} and
                  Joydeep Ghosh and
                  Padhraic Smyth},
  title        = {Mining frequent closed graphs on evolving data streams},
  booktitle    = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
                  2011},
  pages        = {591--599},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2020408.2020501},
  doi          = {10.1145/2020408.2020501},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/BifetHPG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nca/PoggiCGA11,
  author       = {Nicol{\'{a}}s Poggi and
                  David Carrera and
                  Ricard Gavald{\`{a}} and
                  Eduard Ayguad{\'{e}}},
  title        = {Non-intrusive Estimation of QoS Degradation Impact on E-Commerce User
                  Satisfaction},
  booktitle    = {Proceedings of The Tenth {IEEE} International Symposium on Networking
                  Computing and Applications, {NCA} 2011, August 25-27, 2011, Cambridge,
                  Massachusetts, {USA}},
  pages        = {179--186},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/NCA.2011.31},
  doi          = {10.1109/NCA.2011.31},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nca/PoggiCGA11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BifetHPG11,
  author       = {Albert Bifet and
                  Geoffrey Holmes and
                  Bernhard Pfahringer and
                  Ricard Gavald{\`{a}}},
  editor       = {Tom Diethe and
                  Jos{\'{e}} L. Balc{\'{a}}zar and
                  John Shawe{-}Taylor and
                  Cristina T{\^{\i}}rnauca},
  title        = {Detecting Sentiment Change in Twitter Streaming Data},
  booktitle    = {Proceedings of the Second Workshop on Applications of Pattern Analysis,
                  {WAPA} 2011, Castro Urdiales, Spain, October 19-21, 2011},
  series       = {{JMLR} Proceedings},
  volume       = {17},
  pages        = {5--11},
  publisher    = {JMLR.org},
  year         = {2011},
  url          = {http://proceedings.mlr.press/v17/bifet11a/bifet11a.pdf},
  timestamp    = {Thu, 19 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/BifetHPG11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BalleCG10,
  author       = {Borja Balle and
                  Jorge Castro and
                  Ricard Gavald{\`{a}}},
  editor       = {Marcus Hutter and
                  Frank Stephan and
                  Vladimir Vovk and
                  Thomas Zeugmann},
  title        = {A Lower Bound for Learning Distributions Generated by Probabilistic
                  Automata},
  booktitle    = {Algorithmic Learning Theory, 21st International Conference, {ALT}
                  2010, Canberra, Australia, October 6-8, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6331},
  pages        = {179--193},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-16108-7\_17},
  doi          = {10.1007/978-3-642-16108-7\_17},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/BalleCG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/AlonsoTBG10,
  author       = {Javier Alonso and
                  Jordi Torres and
                  Josep Lluis Berral and
                  Ricard Gavald{\`{a}}},
  title        = {Adaptive on-line software aging prediction based on machine learning},
  booktitle    = {Proceedings of the 2010 {IEEE/IFIP} International Conference on Dependable
                  Systems and Networks, {DSN} 2010, Chicago, IL, USA, June 28 - July
                  1 2010},
  pages        = {507--516},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/DSN.2010.5544275},
  doi          = {10.1109/DSN.2010.5544275},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsn/AlonsoTBG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/BerralGNJGGT10,
  author       = {Josep Lluis Berral and
                  I{\~{n}}igo Goiri and
                  Ramon Nou and
                  Ferran Juli{\`{a}} and
                  Jordi Guitart and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  editor       = {Hermann de Meer and
                  Suresh Singh and
                  Torsten Braun},
  title        = {Towards energy-aware scheduling in data centers using machine learning},
  booktitle    = {Proceedings of the 1st International Conference on Energy-Efficient
                  Computing and Networking, e-Energy 2010, Passau, Germany, April 13-15,
                  2010},
  pages        = {215--224},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1791314.1791349},
  doi          = {10.1145/1791314.1791349},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eenergy/BerralGNJGGT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgi/BalleCG10,
  author       = {Borja Balle and
                  Jorge Castro and
                  Ricard Gavald{\`{a}}},
  editor       = {Jos{\'{e}} M. Sempere and
                  Pedro Garc{\'{\i}}a},
  title        = {Learning {PDFA} with Asynchronous Transitions},
  booktitle    = {Grammatical Inference: Theoretical Results and Applications, 10th
                  International Colloquium, {ICGI} 2010, Valencia, Spain, September
                  13-16, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6339},
  pages        = {271--275},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15488-1\_24},
  doi          = {10.1007/978-3-642-15488-1\_24},
  timestamp    = {Wed, 13 Jan 2021 14:02:25 +0100},
  biburl       = {https://dblp.org/rec/conf/icgi/BalleCG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiswc/PoggiCGTA10,
  author       = {Nicol{\'{a}}s Poggi and
                  David Carrera and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres and
                  Eduard Ayguad{\'{e}}},
  title        = {Characterization of workload and resource consumption for an online
                  travel and booking site},
  booktitle    = {Proceedings of the 2010 {IEEE} International Symposium on Workload
                  Characterization, {IISWC} 2010, Atlanta, GA, USA, December 2-4, 2010},
  pages        = {1--10},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/IISWC.2010.5649408},
  doi          = {10.1109/IISWC.2010.5649408},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iiswc/PoggiCGTA10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/AlonsoTBG10,
  author       = {Javier Alonso and
                  Jordi Torres and
                  Josep Lluis Berral and
                  Ricard Gavald{\`{a}}},
  title        = {{J2EE} instrumentation for software aging root cause application component
                  determination with AspectJ},
  booktitle    = {24th {IEEE} International Symposium on Parallel and Distributed Processing,
                  {IPDPS} 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IPDPSW.2010.5470857},
  doi          = {10.1109/IPDPSW.2010.5470857},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/AlonsoTBG10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-5470,
  author       = {Ricard Gavald{\`{a}} and
                  Mar{\'{\i}}a L{\'{o}}pez{-}Vald{\'{e}}s and
                  Elvira Mayordomo and
                  N. V. Vinodchandran},
  title        = {Resource-bounded Dimension in Computational Learning Theory},
  journal      = {CoRR},
  volume       = {abs/1010.5470},
  year         = {2010},
  url          = {http://arxiv.org/abs/1010.5470},
  eprinttype    = {arXiv},
  eprint       = {1010.5470},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1010-5470.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/PoggiMBGT09,
  author       = {Nicol{\'{a}}s Poggi and
                  Toni Moreno and
                  Josep Lluis Berral and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  title        = {Self-adaptive utility-based web session management},
  journal      = {Comput. Networks},
  volume       = {53},
  number       = {10},
  pages        = {1712--1721},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.comnet.2008.08.022},
  doi          = {10.1016/J.COMNET.2008.08.022},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cn/PoggiMBGT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/Ferrer-i-CanchoG09,
  author       = {Ramon Ferrer{-}i{-}Cancho and
                  Ricard Gavald{\`{a}}},
  title        = {The frequency spectrum of finite samples from the intermittent silence
                  process},
  journal      = {J. Assoc. Inf. Sci. Technol.},
  volume       = {60},
  number       = {4},
  pages        = {837--843},
  year         = {2009},
  url          = {https://doi.org/10.1002/asi.21033},
  doi          = {10.1002/ASI.21033},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jasis/Ferrer-i-CanchoG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BifetHPG09,
  author       = {Albert Bifet and
                  Geoffrey Holmes and
                  Bernhard Pfahringer and
                  Ricard Gavald{\`{a}}},
  editor       = {Zhi{-}Hua Zhou and
                  Takashi Washio},
  title        = {Improving Adaptive Bagging Methods for Evolving Data Streams},
  booktitle    = {Advances in Machine Learning, First Asian Conference on Machine Learning,
                  {ACML} 2009, Nanjing, China, November 2-4, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5828},
  pages        = {23--37},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-05224-8\_4},
  doi          = {10.1007/978-3-642-05224-8\_4},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/BifetHPG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/GavaldaT09,
  author       = {Ricard Gavald{\`{a}} and
                  Denis Th{\'{e}}rien},
  editor       = {Ricard Gavald{\`{a}} and
                  G{\'{a}}bor Lugosi and
                  Thomas Zeugmann and
                  Sandra Zilles},
  title        = {An Algebraic Perspective on Boolean Function Learning},
  booktitle    = {Algorithmic Learning Theory, 20th International Conference, {ALT}
                  2009, Porto, Portugal, October 3-5, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5809},
  pages        = {201--215},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04414-4\_19},
  doi          = {10.1007/978-3-642-04414-4\_19},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/GavaldaT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icas/AlonsoTG09,
  author       = {Javier Alonso and
                  Jordi Torres and
                  Ricard Gavald{\`{a}}},
  editor       = {Radu Calinescu and
                  Fidel Liberal and
                  Mauricio Mar{\'{\i}}n and
                  Lourdes Pe{\~{n}}alver Herrero and
                  Carlos Turro and
                  Manuela Popescu},
  title        = {Predicting Web Server Crashes: {A} Case Study in Comparing Prediction
                  Algorithms},
  booktitle    = {Fifth International Conference on Autonomic and Autonomous Systems,
                  {ICAS} 2009, Valencia, Spain, 20-25 April 2009},
  pages        = {264--269},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICAS.2009.56},
  doi          = {10.1109/ICAS.2009.56},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icas/AlonsoTG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/BifetG09,
  author       = {Albert Bifet and
                  Ricard Gavald{\`{a}}},
  editor       = {Niall M. Adams and
                  C{\'{e}}line Robardet and
                  Arno Siebes and
                  Jean{-}Fran{\c{c}}ois Boulicaut},
  title        = {Adaptive Learning from Evolving Data Streams},
  booktitle    = {Advances in Intelligent Data Analysis VIII, 8th International Symposium
                  on Intelligent Data Analysis, {IDA} 2009, Lyon, France, August 31
                  - September 2, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5772},
  pages        = {249--260},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-03915-7\_22},
  doi          = {10.1007/978-3-642-03915-7\_22},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ida/BifetG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BifetHPKG09,
  author       = {Albert Bifet and
                  Geoffrey Holmes and
                  Bernhard Pfahringer and
                  Richard Kirkby and
                  Ricard Gavald{\`{a}}},
  editor       = {John F. Elder IV and
                  Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
                  Peter A. Flach and
                  Mohammed Javeed Zaki},
  title        = {New ensemble methods for evolving data streams},
  booktitle    = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Paris, France, June 28 - July
                  1, 2009},
  pages        = {139--148},
  publisher    = {{ACM}},
  year         = {2009},
  url          = {https://doi.org/10.1145/1557019.1557041},
  doi          = {10.1145/1557019.1557041},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/BifetHPKG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BifetG09,
  author       = {Albert Bifet and
                  Ricard Gavald{\`{a}}},
  editor       = {Wray L. Buntine and
                  Marko Grobelnik and
                  Dunja Mladenic and
                  John Shawe{-}Taylor},
  title        = {Adaptive {XML} Tree Classification on Evolving Data Streams},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5781},
  pages        = {147--162},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04180-8\_27},
  doi          = {10.1007/978-3-642-04180-8\_27},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/BifetG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2009,
  editor       = {Ricard Gavald{\`{a}} and
                  G{\'{a}}bor Lugosi and
                  Thomas Zeugmann and
                  Sandra Zilles},
  title        = {Algorithmic Learning Theory, 20th International Conference, {ALT}
                  2009, Porto, Portugal, October 3-5, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5809},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04414-4},
  doi          = {10.1007/978-3-642-04414-4},
  isbn         = {978-3-642-04413-7},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BerralPAGTP08,
  author       = {Josep Lluis Berral and
                  Nicol{\'{a}}s Poggi and
                  Javier Alonso and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres and
                  Manish Parashar},
  editor       = {Dirk Balfanz and
                  Jessica Staddon},
  title        = {Adaptive distributed mechanism against flooding network attacks based
                  on machine learning},
  booktitle    = {Proceedings of the 1st {ACM} Workshop on Security and Artificial Intelligence,
                  AISec 2008, Alexandria, VA, USA, October 27, 2008},
  pages        = {43--50},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1456377.1456389},
  doi          = {10.1145/1456377.1456389},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/BerralPAGTP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icac/TorresCBPHBGAMG08,
  author       = {Jordi Torres and
                  David Carrera and
                  Vicen{\c{c}} Beltran and
                  Nicol{\'{a}}s Poggi and
                  Kevin Hogan and
                  Josep Lluis Berral and
                  Ricard Gavald{\`{a}} and
                  Eduard Ayguad{\'{e}} and
                  Toni Moreno and
                  Jordi Guitart},
  editor       = {John Strassner and
                  Simon A. Dobson and
                  Jos{\'{e}} A. B. Fortes and
                  Kumar K. Goswami},
  title        = {Tailoring Resources: The Energy Efficient Consolidation Strategy Goes
                  Beyond Virtualization},
  booktitle    = {2008 International Conference on Autonomic Computing, {ICAC} 2008,
                  June 2-6, 2008, Chicago, Illinois, {USA}},
  pages        = {197--198},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICAC.2008.11},
  doi          = {10.1109/ICAC.2008.11},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icac/TorresCBPHBGAMG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icgi/CastroG08,
  author       = {Jorge Castro and
                  Ricard Gavald{\`{a}}},
  editor       = {Alexander Clark and
                  Fran{\c{c}}ois Coste and
                  Laurent Miclet},
  title        = {Towards Feasible PAC-Learning of Probabilistic Deterministic Finite
                  Automata},
  booktitle    = {Grammatical Inference: Algorithms and Applications, 9th International
                  Colloquium, {ICGI} 2008, Saint-Malo, France, September 22-24, 2008,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5278},
  pages        = {163--174},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-88009-7\_13},
  doi          = {10.1007/978-3-540-88009-7\_13},
  timestamp    = {Thu, 14 Oct 2021 10:21:04 +0200},
  biburl       = {https://dblp.org/rec/conf/icgi/CastroG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/TorresCHGBP08,
  author       = {Jordi Torres and
                  David Carrera and
                  Kevin Hogan and
                  Ricard Gavald{\`{a}} and
                  Vicen{\c{c}} Beltran and
                  Nicol{\'{a}}s Poggi},
  title        = {Reducing wasted resources to help achieve green data centers},
  booktitle    = {22nd {IEEE} International Symposium on Parallel and Distributed Processing,
                  {IPDPS} 2008, Miami, Florida USA, April 14-18, 2008},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/IPDPS.2008.4536219},
  doi          = {10.1109/IPDPS.2008.4536219},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/TorresCHGBP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BifetG08,
  author       = {Albert Bifet and
                  Ricard Gavald{\`{a}}},
  editor       = {Ying Li and
                  Bing Liu and
                  Sunita Sarawagi},
  title        = {Mining adaptively frequent closed unlabeled rooted trees in data streams},
  booktitle    = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
                  24-27, 2008},
  pages        = {34--42},
  publisher    = {{ACM}},
  year         = {2008},
  url          = {https://doi.org/10.1145/1401890.1401900},
  doi          = {10.1145/1401890.1401900},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/BifetG08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BifetG07,
  author       = {Albert Bifet and
                  Ricard Gavald{\`{a}}},
  title        = {Learning from Time-Changing Data with Adaptive Windowing},
  booktitle    = {Proceedings of the Seventh {SIAM} International Conference on Data
                  Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
  pages        = {443--448},
  publisher    = {{SIAM}},
  year         = {2007},
  url          = {https://doi.org/10.1137/1.9781611972771.42},
  doi          = {10.1137/1.9781611972771.42},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/BifetG07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/PoggiMBGT07,
  author       = {Nicol{\'{a}}s Poggi and
                  Toni Moreno and
                  Josep Lluis Berral and
                  Ricard Gavald{\`{a}} and
                  Jordi Torres},
  editor       = {Cristina Conati and
                  Kathleen F. McCoy and
                  Georgios Paliouras},
  title        = {Web Customer Modeling for Automated Session Prioritization on High
                  Traffic Sites},
  booktitle    = {User Modeling 2007, 11th International Conference, {UM} 2007, Corfu,
                  Greece, June 25-29, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4511},
  pages        = {450--454},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-73078-1\_63},
  doi          = {10.1007/978-3-540-73078-1\_63},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/um/PoggiMBGT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iandc/GavaldaTT06,
  author       = {Ricard Gavald{\`{a}} and
                  Pascal Tesson and
                  Denis Th{\'{e}}rien},
  title        = {Learning expressions and programs over monoids},
  journal      = {Inf. Comput.},
  volume       = {204},
  number       = {2},
  pages        = {177--209},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.ic.2005.09.003},
  doi          = {10.1016/J.IC.2005.09.003},
  timestamp    = {Fri, 12 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iandc/GavaldaTT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/GavaldaT06,
  author       = {Ricard Gavald{\`{a}} and
                  Eiji Takimoto},
  title        = {Foreword},
  journal      = {Theor. Comput. Sci.},
  volume       = {364},
  number       = {1},
  pages        = {1--2},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.tcs.2006.07.036},
  doi          = {10.1016/J.TCS.2006.07.036},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcs/GavaldaT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BifetG06,
  author       = {Albert Bifet and
                  Ricard Gavald{\`{a}}},
  editor       = {Ljupco Todorovski and
                  Nada Lavrac and
                  Klaus P. Jantke},
  title        = {Kalman Filters and Adaptive Windows for Learning in Data Streams},
  booktitle    = {Discovery Science, 9th International Conference, {DS} 2006, Barcelona,
                  Spain, October 7-10, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4265},
  pages        = {29--40},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11893318\_7},
  doi          = {10.1007/11893318\_7},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dis/BifetG06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/GavaldaKPP06,
  author       = {Ricard Gavald{\`{a}} and
                  Philipp W. Keller and
                  Joelle Pineau and
                  Doina Precup},
  editor       = {Johannes F{\"{u}}rnkranz and
                  Tobias Scheffer and
                  Myra Spiliopoulou},
  title        = {PAC-Learning of Markov Models with Hidden State},
  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        = {150--161},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11871842\_18},
  doi          = {10.1007/11871842\_18},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/GavaldaKPP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cie/Gavalda05,
  author       = {Ricard Gavald{\`{a}}},
  editor       = {S. Barry Cooper and
                  Benedikt L{\"{o}}we and
                  Leen Torenvliet},
  title        = {An Algebraic View on Exact Learning from Queries},
  booktitle    = {New Computational Paradigms, First Conference on Computability in
                  Europe, CiE 2005, Amsterdam, The Netherlands, June 8-12, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3526},
  pages        = {150--151},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11494645\_19},
  doi          = {10.1007/11494645\_19},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cie/Gavalda05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/DalmauGTT05,
  author       = {V{\'{\i}}ctor Dalmau and
                  Ricard Gavald{\`{a}} and
                  Pascal Tesson and
                  Denis Th{\'{e}}rien},
  editor       = {Peter van Beek},
  title        = {Tractable Clones of Polynomials over Semigroups},
  booktitle    = {Principles and Practice of Constraint Programming - {CP} 2005, 11th
                  International Conference, {CP} 2005, Sitges, Spain, October 1-5, 2005,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3709},
  pages        = {196--210},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11564751\_17},
  doi          = {10.1007/11564751\_17},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cp/DalmauGTT05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ECCC-TR05-059,
  author       = {V{\'{\i}}ctor Dalmau and
                  Ricard Gavald{\`{a}} and
                  Pascal Tesson and
                  Denis Th{\'{e}}rien},
  title        = {Tractable Clones of Polynomials over Semigroups},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR05-059}},
  year         = {2005},
  url          = {https://eccc.weizmann.ac.il/eccc-reports/2005/TR05-059/index.html},
  eprinttype    = {ECCC},
  eprint       = {TR05-059},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/ECCC-TR05-059.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cc/BonetDGMP04,
  author       = {Maria Luisa Bonet and
                  Carlos Domingo and
                  Ricard Gavald{\`{a}} and
                  Alexis Maciel and
                  Toniann Pitassi},
  title        = {Non-Automatizability of Bounded-Depth Frege Proofs},
  journal      = {Comput. Complex.},
  volume       = {13},
  number       = {1-2},
  pages        = {47--68},
  year         = {2004},
  url          = {https://doi.org/10.1007/s00037-004-0183-5},
  doi          = {10.1007/S00037-004-0183-5},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cc/BonetDGMP04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stacs/GavaldaT03,
  author       = {Ricard Gavald{\`{a}} and
                  Denis Th{\'{e}}rien},
  editor       = {Helmut Alt and
                  Michel Habib},
  title        = {Algebraic Characterizations of Small Classes of Boolean Functions},
  booktitle    = {{STACS} 2003, 20th Annual Symposium on Theoretical Aspects of Computer
                  Science, Berlin, Germany, February 27 - March 1, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2607},
  pages        = {331--342},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/3-540-36494-3\_30},
  doi          = {10.1007/3-540-36494-3\_30},
  timestamp    = {Thu, 14 Oct 2021 10:38:16 +0200},
  biburl       = {https://dblp.org/rec/conf/stacs/GavaldaT03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/alt/2003,
  editor       = {Ricard Gavald{\`{a}} and
                  Klaus P. Jantke and
                  Eiji Takimoto},
  title        = {Algorithmic Learning Theory, 14th International Conference, {ALT}
                  2003, Sapporo, Japan, October 17-19, 2003, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2842},
  publisher    = {Springer},
  year         = {2003},
  url          = {https://doi.org/10.1007/b14273},
  doi          = {10.1007/B14273},
  isbn         = {3-540-20291-9},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/2003.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/DomingoGW02,
  author       = {Carlos Domingo and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  title        = {Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {6},
  number       = {2},
  pages        = {131--152},
  year         = {2002},
  url          = {https://doi.org/10.1023/A:1014091514039},
  doi          = {10.1023/A:1014091514039},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/datamine/DomingoGW02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlq/AtseriasGG01,
  author       = {Albert Atserias and
                  Nicola Galesi and
                  Ricard Gavald{\`{a}}},
  title        = {Monotone Proofs of the Pigeon Hole Principle},
  journal      = {Math. Log. Q.},
  volume       = {47},
  number       = {4},
  pages        = {461--474},
  year         = {2001},
  url          = {https://doi.org/10.1002/1521-3870(200111)47:4\&\#60;461::AID-MALQ461\&\#62;3.0.CO;2-B},
  doi          = {10.1002/1521-3870(200111)47:4\&\#60;461::AID-MALQ461\&\#62;3.0.CO;2-B},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mlq/AtseriasGG01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saga/GavaldaW01,
  author       = {Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  editor       = {Kathleen Steinh{\"{o}}fel},
  title        = {Sequential Sampling Algorithms: Unified Analysis and Lower Bounds},
  booktitle    = {Stochastic Algorithms: Foundations and Applications, International
                  Symposium, {SAGA} 2001 Berlin, Germany, December 13-14, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2264},
  pages        = {173--188},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45322-9\_12},
  doi          = {10.1007/3-540-45322-9\_12},
  timestamp    = {Tue, 14 May 2019 10:00:40 +0200},
  biburl       = {https://dblp.org/rec/conf/saga/GavaldaW01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stacs/GavaldaT01,
  author       = {Ricard Gavald{\`{a}} and
                  Denis Th{\'{e}}rien},
  editor       = {Afonso Ferreira and
                  Horst Reichel},
  title        = {Learning Expressions over Monoids},
  booktitle    = {{STACS} 2001, 18th Annual Symposium on Theoretical Aspects of Computer
                  Science, Dresden, Germany, February 15-17, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2010},
  pages        = {283--293},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44693-1\_25},
  doi          = {10.1007/3-540-44693-1\_25},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/stacs/GavaldaT01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/AtseriasGG00,
  author       = {Albert Atserias and
                  Nicola Galesi and
                  Ricard Gavald{\`{a}}},
  editor       = {Ugo Montanari and
                  Jos{\'{e}} D. P. Rolim and
                  Emo Welzl},
  title        = {Monotone Proofs of the Pigeon Hole Principle},
  booktitle    = {Automata, Languages and Programming, 27th International Colloquium,
                  {ICALP} 2000, Geneva, Switzerland, July 9-15, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1853},
  pages        = {151--162},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45022-X\_13},
  doi          = {10.1007/3-540-45022-X\_13},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icalp/AtseriasGG00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ECCC-TR00-008,
  author       = {Albert Atserias and
                  Nicola Galesi and
                  Ricard Gavald{\`{a}}},
  title        = {Monotone Proofs of the Pigeon Hole Principle},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR00-008}},
  year         = {2000},
  url          = {https://eccc.weizmann.ac.il/eccc-reports/2000/TR00-008/index.html},
  eprinttype    = {ECCC},
  eprint       = {TR00-008},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/ECCC-TR00-008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mst/Baeza-YatesGNS99,
  author       = {Ricardo A. Baeza{-}Yates and
                  Ricard Gavald{\`{a}} and
                  Gonzalo Navarro and
                  Rodrigo Scheihing},
  title        = {Bounding the Expected Length of Longest Common Subsequences and Forests},
  journal      = {Theory Comput. Syst.},
  volume       = {32},
  number       = {4},
  pages        = {435--452},
  year         = {1999},
  url          = {https://doi.org/10.1007/s002240000125},
  doi          = {10.1007/S002240000125},
  timestamp    = {Wed, 28 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mst/Baeza-YatesGNS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GavaldaS99,
  author       = {Ricard Gavald{\`{a}} and
                  Hava T. Siegelmann},
  title        = {Discontinuities in Recurrent Neural Networks},
  journal      = {Neural Comput.},
  volume       = {11},
  number       = {3},
  pages        = {715--745},
  year         = {1999},
  url          = {https://doi.org/10.1162/089976699300016638},
  doi          = {10.1162/089976699300016638},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neco/GavaldaS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coco/BonetDGMP99,
  author       = {Maria Luisa Bonet and
                  Carlos Domingo and
                  Ricard Gavald{\`{a}} and
                  Alexis Maciel and
                  Toniann Pitassi},
  title        = {Non-Automatizability of Bounded-Depth Frege Proofs},
  booktitle    = {Proceedings of the 14th Annual {IEEE} Conference on Computational
                  Complexity, Atlanta, Georgia, USA, May 4-6, 1999},
  pages        = {15--23},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/CCC.1999.766258},
  doi          = {10.1109/CCC.1999.766258},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/coco/BonetDGMP99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/DomingoGW98a,
  author       = {Carlos Domingo and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  editor       = {Setsuo Arikawa and
                  Koichi Furukawa},
  title        = {Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms},
  booktitle    = {Discovery Science, Second International Conference, {DS} '99, Tokyo,
                  Japan, December, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1721},
  pages        = {172--183},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-46846-3\_16},
  doi          = {10.1007/3-540-46846-3\_16},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/DomingoGW98a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/DomingoGW98,
  author       = {Carlos Domingo and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  editor       = {Setsuo Arikawa and
                  Hiroshi Motoda},
  title        = {Practical Algorithms for On-line Sampling},
  booktitle    = {Discovery Science, First International Conference, {DS} '98, Fukuoka,
                  Japan, December 14-16, 1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1532},
  pages        = {150--161},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/3-540-49292-5\_14},
  doi          = {10.1007/3-540-49292-5\_14},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/DomingoGW98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-LG-9809122,
  author       = {Carlos Domingo and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  title        = {Practical algorithms for on-line sampling},
  journal      = {CoRR},
  volume       = {cs.LG/9809122},
  year         = {1998},
  url          = {https://arxiv.org/abs/cs/9809122},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/cs-LG-9809122.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BalcazarGS97,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Ricard Gavald{\`{a}} and
                  Hava T. Siegelmann},
  title        = {Computational power of neural networks: a characterization in terms
                  of Kolmogorov complexity},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {43},
  number       = {4},
  pages        = {1175--1183},
  year         = {1997},
  url          = {https://doi.org/10.1109/18.605580},
  doi          = {10.1109/18.605580},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/BalcazarGS97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/BalcazarDG97,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Josep D{\'{\i}}az and
                  Ricard Gavald{\`{a}}},
  editor       = {Ding{-}Zhu Du and
                  Ker{-}I Ko},
  title        = {Algorithms for Learning Finite Automata from Queries: {A} Unified
                  View},
  booktitle    = {Advances in Algorithms, Languages, and Complexity - In Honor of Ronald
                  V. Book},
  pages        = {53--72},
  publisher    = {Kluwer},
  year         = {1997},
  timestamp    = {Wed, 30 Mar 2016 17:34:58 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/BalcazarDG97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/BalcazarGW97,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  editor       = {Ding{-}Zhu Du and
                  Ker{-}I Ko},
  title        = {Coding Complexity: The Computational Complexity of Succinct Descriptions},
  booktitle    = {Advances in Algorithms, Languages, and Complexity - In Honor of Ronald
                  V. Book},
  pages        = {73--91},
  publisher    = {Kluwer},
  year         = {1997},
  timestamp    = {Wed, 30 Mar 2016 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/BalcazarGW97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/BshoutyCGKT96,
  author       = {Nader H. Bshouty and
                  Richard Cleve and
                  Ricard Gavald{\`{a}} and
                  Sampath Kannan and
                  Christino Tamon},
  title        = {Oracles and Queries That Are Sufficient for Exact Learning},
  journal      = {J. Comput. Syst. Sci.},
  volume       = {52},
  number       = {3},
  pages        = {421--433},
  year         = {1996},
  url          = {https://doi.org/10.1006/jcss.1996.0032},
  doi          = {10.1006/JCSS.1996.0032},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcss/BshoutyCGKT96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jucs/BalcazarDGW96,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Josep D{\'{\i}}az and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  title        = {An Optimal Parallel Algorithm for Learning {DFA}},
  journal      = {J. Univers. Comput. Sci.},
  volume       = {2},
  number       = {3},
  pages        = {97--112},
  year         = {1996},
  url          = {https://doi.org/10.3217/jucs-002-03-0097},
  doi          = {10.3217/JUCS-002-03-0097},
  timestamp    = {Thu, 07 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jucs/BalcazarDGW96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/Gavalda95,
  author       = {Ricard Gavald{\`{a}}},
  title        = {Bounding the Complexity of Advice Functions},
  journal      = {J. Comput. Syst. Sci.},
  volume       = {50},
  number       = {3},
  pages        = {468--475},
  year         = {1995},
  url          = {https://doi.org/10.1006/jcss.1995.1037},
  doi          = {10.1006/JCSS.1995.1037},
  timestamp    = {Tue, 16 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jcss/Gavalda95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/GavaldaG95,
  author       = {Ricard Gavald{\`{a}} and
                  David Guijarro},
  editor       = {Klaus P. Jantke and
                  Takeshi Shinohara and
                  Thomas Zeugmann},
  title        = {Learning Ordered Binary Decision Diagrams},
  booktitle    = {Algorithmic Learning Theory, 6th International Conference, {ALT} '95,
                  Fukuoka, Japan, October 18-20, 1995, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {997},
  pages        = {228--238},
  publisher    = {Springer},
  year         = {1995},
  url          = {https://doi.org/10.1007/3-540-60454-5\_41},
  doi          = {10.1007/3-540-60454-5\_41},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/GavaldaG95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/ECCC-TR95-015,
  author       = {Nader H. Bshouty and
                  Richard Cleve and
                  Ricard Gavald{\`{a}} and
                  Sampath Kannan and
                  Christino Tamon},
  title        = {Oracles and Queries That Are Sufficient for Exact Learning},
  journal      = {Electron. Colloquium Comput. Complex.},
  volume       = {{TR95-015}},
  year         = {1995},
  url          = {https://eccc.weizmann.ac.il/eccc-reports/1995/TR95-015/index.html},
  eprinttype    = {ECCC},
  eprint       = {TR95-015},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eccc/ECCC-TR95-015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/GabarroG94,
  author       = {Joaquim Gabarr{\'{o}} and
                  Ricard Gavald{\`{a}}},
  title        = {An Approach to Correctness of Data Parallel Algorithms},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {22},
  number       = {2},
  pages        = {185--201},
  year         = {1994},
  url          = {https://doi.org/10.1006/jpdc.1994.1080},
  doi          = {10.1006/JPDC.1994.1080},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jpdc/GabarroG94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mst/WatanabeG94,
  author       = {Osamu Watanabe and
                  Ricard Gavald{\`{a}}},
  title        = {Structural Analysis of Polynomial-Time Query Learnability},
  journal      = {Math. Syst. Theory},
  volume       = {27},
  number       = {3},
  pages        = {231--256},
  year         = {1994},
  url          = {https://doi.org/10.1007/BF01578844},
  doi          = {10.1007/BF01578844},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mst/WatanabeG94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/BalcazarDGW94,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Josep D{\'{\i}}az and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  title        = {The Query Complexity of Learning {DFA}},
  journal      = {New Gener. Comput.},
  volume       = {12},
  number       = {4},
  pages        = {337--358},
  year         = {1994},
  url          = {https://doi.org/10.1007/BF03037351},
  doi          = {10.1007/BF03037351},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ngc/BalcazarDGW94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coco/Gavalda94,
  author       = {Ricard Gavald{\`{a}}},
  title        = {The Complexity of Learning with Queries},
  booktitle    = {Proceedings of the Ninth Annual Structure in Complexity Theory Conference,
                  Amsterdam, The Netherlands, June 28 - July 1, 1994},
  pages        = {324--337},
  publisher    = {{IEEE} Computer Society},
  year         = {1994},
  url          = {https://doi.org/10.1109/SCT.1994.315791},
  doi          = {10.1109/SCT.1994.315791},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/coco/Gavalda94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcazarDGW94,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Josep D{\'{\i}}az and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  editor       = {Manfred K. Warmuth},
  title        = {An Optimal Parallel Algorithm for Learning {DFA}},
  booktitle    = {Proceedings of the Seventh Annual {ACM} Conference on Computational
                  Learning Theory, {COLT} 1994, New Brunswick, NJ, USA, July 12-15,
                  1994},
  pages        = {208--217},
  publisher    = {{ACM}},
  year         = {1994},
  url          = {https://doi.org/10.1145/180139.181110},
  doi          = {10.1145/180139.181110},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/BalcazarDGW94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/Gavalda93,
  author       = {Ricard Gavald{\`{a}}},
  title        = {A Positive Relativization of Polynomial Time Versus Polylog Space},
  journal      = {Inf. Process. Lett.},
  volume       = {46},
  number       = {3},
  pages        = {119--123},
  year         = {1993},
  url          = {https://doi.org/10.1016/0020-0190(93)90056-F},
  doi          = {10.1016/0020-0190(93)90056-F},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ipl/Gavalda93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/GavaldaW93,
  author       = {Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  title        = {On the Computational Complexity of Small Descriptions},
  journal      = {{SIAM} J. Comput.},
  volume       = {22},
  number       = {6},
  pages        = {1257--1275},
  year         = {1993},
  url          = {https://doi.org/10.1137/0222075},
  doi          = {10.1137/0222075},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamcomp/GavaldaW93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coco/BalcazarGSS93,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Ricard Gavald{\`{a}} and
                  Hava T. Siegelmann and
                  Eduardo D. Sontag},
  title        = {Some Structural Complexity Aspects of Neural Computation},
  booktitle    = {Proceedings of the Eigth Annual Structure in Complexity Theory Conference,
                  San Diego, CA, USA, May 18-21, 1993},
  pages        = {253--265},
  publisher    = {{IEEE} Computer Society},
  year         = {1993},
  url          = {https://doi.org/10.1109/SCT.1993.336521},
  doi          = {10.1109/SCT.1993.336521},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/coco/BalcazarGSS93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocolt/Gavalda93,
  author       = {Ricard Gavald{\`{a}}},
  editor       = {John Shawe{-}Taylor and
                  Martin Anthony},
  title        = {On the power of equivalence queries},
  booktitle    = {Proceedings of the First European Conference on Computational Learning
                  Theory, EuroCOLT 1993, London, UK, December 20-22, 1993},
  pages        = {193--203},
  publisher    = {Oxford University Press},
  year         = {1993},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurocolt/Gavalda93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:books/daglib/0069002,
  author       = {Ricard Gavald{\`{a}}},
  title        = {Kolmogorov randomness and its applications to structural complexity
                  theory},
  school       = {University Barcelona},
  year         = {1992},
  timestamp    = {Thu, 15 Dec 2011 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/daglib/0069002.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BalcazarDGW92,
  author       = {Jos{\'{e}} L. Balc{\'{a}}zar and
                  Josep D{\'{\i}}az and
                  Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  editor       = {Shuji Doshita and
                  Koichi Furukawa and
                  Klaus P. Jantke and
                  Toyoaki Nishida},
  title        = {A Note on the Query Complexity of Learning {DFA} (Extended Abstract)},
  booktitle    = {Algorithmic Learning Theory, Third Workshop, {ALT} '92, Tokyo, Japan,
                  October 20-22, 1992, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {743},
  pages        = {53--62},
  publisher    = {Springer},
  year         = {1992},
  url          = {https://doi.org/10.1007/3-540-57369-0\_27},
  doi          = {10.1007/3-540-57369-0\_27},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/alt/BalcazarDGW92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coco/Gavalda92,
  author       = {Ricard Gavald{\`{a}}},
  title        = {Bounding the Complexity of Advice Functions},
  booktitle    = {Proceedings of the Seventh Annual Structure in Complexity Theory Conference,
                  Boston, Massachusetts, USA, June 22-25, 1992},
  pages        = {249--254},
  publisher    = {{IEEE} Computer Society},
  year         = {1992},
  url          = {https://doi.org/10.1109/SCT.1992.215399},
  doi          = {10.1109/SCT.1992.215399},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/coco/Gavalda92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/parle/GabarroG92,
  author       = {Joaquim Gabarr{\'{o}} and
                  Ricard Gavald{\`{a}}},
  editor       = {Daniel Etiemble and
                  Jean{-}Claude Syre},
  title        = {Correctness of flat data parallel algorithms: an axiomatic approach
                  and examples},
  booktitle    = {{PARLE} '92: Parallel Architectures and Languages Europe, 4th International
                  {PARLE} Conference, Paris, France, June 15-18, 1992, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {605},
  pages        = {955--956},
  publisher    = {Springer},
  year         = {1992},
  url          = {https://doi.org/10.1007/3-540-55599-4\_139},
  doi          = {10.1007/3-540-55599-4\_139},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/parle/GabarroG92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/GavaldaB91,
  author       = {Ricard Gavald{\`{a}} and
                  Jos{\'{e}} L. Balc{\'{a}}zar},
  title        = {Strong and Robustly Strong Polynomial-Time Reducibilities to Sparse
                  Sets},
  journal      = {Theor. Comput. Sci.},
  volume       = {88},
  number       = {1},
  pages        = {1--14},
  year         = {1991},
  url          = {https://doi.org/10.1016/0304-3975(91)90070-I},
  doi          = {10.1016/0304-3975(91)90070-I},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcs/GavaldaB91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coco/GavaldaW91,
  author       = {Ricard Gavald{\`{a}} and
                  Osamu Watanabe},
  title        = {On the Computational Complexity of Small Descriptions},
  booktitle    = {Proceedings of the Sixth Annual Structure in Complexity Theory Conference,
                  Chicago, Illinois, USA, June 30 - July 3, 1991},
  pages        = {89--101},
  publisher    = {{IEEE} Computer Society},
  year         = {1991},
  url          = {https://doi.org/10.1109/SCT.1991.160247},
  doi          = {10.1109/SCT.1991.160247},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/coco/GavaldaW91.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfcs/GavaldaTWB90,
  author       = {Ricard Gavald{\`{a}} and
                  Leen Torenvliet and
                  Osamu Watanabe and
                  Jos{\'{e}} L. Balc{\'{a}}zar},
  editor       = {Branislav Rovan},
  title        = {Generalized Kolmogorov Complexity in Relativized Separations (Extended
                  Abstract)},
  booktitle    = {Mathematical Foundations of Computer Science 1990, MFCS'90, Bansk{\'{a}}
                  Bystrica, Czechoslovakia, August 27-31, 1990, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {452},
  pages        = {269--276},
  publisher    = {Springer},
  year         = {1990},
  url          = {https://doi.org/10.1007/BFb0029618},
  doi          = {10.1007/BFB0029618},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mfcs/GavaldaTWB90.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfcs/GavaldaB88,
  author       = {Ricard Gavald{\`{a}} and
                  Jos{\'{e}} L. Balc{\'{a}}zar},
  editor       = {Michal Chytil and
                  Ladislav Janiga and
                  V{\'{a}}clav Koubek},
  title        = {Strong and Robustly Strong Polynomial Time Reducibilities to Sparse
                  Sets},
  booktitle    = {Mathematical Foundations of Computer Science 1988, MFCS'88, Carlsbad,
                  Czechoslovakia, August 29 - September 2, 1988, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {324},
  pages        = {300--308},
  publisher    = {Springer},
  year         = {1988},
  url          = {https://doi.org/10.1007/BFb0017153},
  doi          = {10.1007/BFB0017153},
  timestamp    = {Sun, 25 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mfcs/GavaldaB88.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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