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@inproceedings{DBLP:conf/ecml/Badea05,
author = {Liviu Badea},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Clustering and Metaclustering with Nonnegative Matrix Decompositions},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {10--22},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_7},
doi = {10.1007/11564096\_7},
timestamp = {Wed, 24 Mar 2021 17:12:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/Badea05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BessiereCKO05,
author = {Christian Bessiere and
Remi Coletta and
Fr{\'{e}}d{\'{e}}ric Koriche and
Barry O'Sullivan},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction
Problems},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {23--34},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_8},
doi = {10.1007/11564096\_8},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BessiereCKO05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BickelHS05,
author = {Steffen Bickel and
Peter Haider and
Tobias Scheffer},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Learning to Complete Sentences},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {497--504},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_47},
doi = {10.1007/11564096\_47},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BickelHS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BickelS05,
author = {Steffen Bickel and
Tobias Scheffer},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Estimation of Mixture Models Using Co-EM},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {35--46},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_9},
doi = {10.1007/11564096\_9},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BickelS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BordesB05,
author = {Antoine Bordes and
L{\'{e}}on Bottou},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {The Huller: {A} Simple and Efficient Online {SVM}},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {505--512},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_48},
doi = {10.1007/11564096\_48},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BordesB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Brand05,
author = {Matthew Brand},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Nonrigid Embeddings for Dimensionality Reduction},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {47--59},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_10},
doi = {10.1007/11564096\_10},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Brand05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BrefeldBS05,
author = {Ulf Brefeld and
Christoph B{\"{u}}scher and
Tobias Scheffer},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Multi-view Discriminative Sequential Learning},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {60--71},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_11},
doi = {10.1007/11564096\_11},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/BrefeldBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/CallutD05,
author = {J{\'{e}}r{\^{o}}me Callut and
Pierre Dupont},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Inducing Hidden Markov Models to Model Long-Term Dependencies},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {513--521},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_49},
doi = {10.1007/11564096\_49},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/CallutD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/CerquidesM05,
author = {Jes{\'{u}}s Cerquides and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Robust Bayesian Linear Classifier Ensembles},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {72--83},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_12},
doi = {10.1007/11564096\_12},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/CerquidesM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/CostaC05,
author = {Joaquim F. Pinto da Costa and
Jaime S. Cardoso},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Classification of Ordinal Data Using Neural Networks},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {690--697},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_70},
doi = {10.1007/11564096\_70},
timestamp = {Wed, 17 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/CostaC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/CosteK05,
author = {Fran{\c{c}}ois Coste and
Goulven Kerbellec},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A Similar Fragments Merging Approach to Learn Automata on Proteins},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {522--529},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_50},
doi = {10.1007/11564096\_50},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/CosteK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DavisBDPC05,
author = {Jesse Davis and
Elizabeth S. Burnside and
In{\^{e}}s de Castro Dutra and
David Page and
V{\'{\i}}tor Santos Costa},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {An Integrated Approach to Learning Bayesian Networks of Rules},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {84--95},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_13},
doi = {10.1007/11564096\_13},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/DavisBDPC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DingHS05,
author = {Chris H. Q. Ding and
Xiaofeng He and
Horst D. Simon},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Nonnegative Lagrangian Relaxation of \emph{K}-Means and Spectral Clustering},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {530--538},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_51},
doi = {10.1007/11564096\_51},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/DingHS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DrostS05,
author = {Isabel Drost and
Tobias Scheffer},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Thwarting the Nigritude Ultramarine: Learning to Identify Link Spam},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {96--107},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_14},
doi = {10.1007/11564096\_14},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/DrostS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DrummondH05,
author = {Chris Drummond and
Robert C. Holte},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Severe Class Imbalance: Why Better Algorithms Aren't the Answer},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {539--546},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_52},
doi = {10.1007/11564096\_52},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/DrummondH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ElomaaKR05,
author = {Tapio Elomaa and
Jussi Kujala and
Juho Rousu},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Approximation Algorithms for Minimizing Empirical Error by Axis-Parallel
Hyperplanes},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {547--555},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_53},
doi = {10.1007/11564096\_53},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ElomaaKR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/EpshteynD05,
author = {Arkady Epshteyn and
Gerald DeJong},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Rotational Prior Knowledge for SVMs},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {108--119},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_15},
doi = {10.1007/11564096\_15},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/EpshteynD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/FerilliBME05,
author = {Stefano Ferilli and
Teresa Maria Altomare Basile and
Nicola Di Mauro and
Floriana Esposito},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {On the LearnAbility of Abstraction Theories from Observations for
Relational Learning},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {120--132},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_16},
doi = {10.1007/11564096\_16},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/FerilliBME05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/FierensRBB05,
author = {Daan Fierens and
Jan Ramon and
Hendrik Blockeel and
Maurice Bruynooghe},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A Comparison of Approaches for Learning Probability Trees},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {556--563},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_54},
doi = {10.1007/11564096\_54},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/FierensRBB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Forman05,
author = {George Forman},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Counting Positives Accurately Despite Inaccurate Classification},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {564--575},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_55},
doi = {10.1007/11564096\_55},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Forman05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/FormanC05,
author = {George Forman and
Ira Cohen},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Beware the Null Hypothesis: Critical Value Tables for Evaluating Classifiers},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {133--145},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_17},
doi = {10.1007/11564096\_17},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/FormanC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/GirdziusasL05,
author = {Ramunas Girdziusas and
Jorma Laaksonen},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Optimal Stopping and Constraints for Diffusion Models of Signals with
Discontinuities},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {576--583},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_56},
doi = {10.1007/11564096\_56},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/GirdziusasL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/GuigueRC05,
author = {Vincent Guigue and
Alain Rakotomamonjy and
St{\'{e}}phane Canu},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Kernel Basis Pursuit},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {146--157},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_18},
doi = {10.1007/11564096\_18},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/GuigueRC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/HamzehR05,
author = {Ali Hamzeh and
Adel Rahmani},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {An Evolutionary Function Approximation Approach to Compute Prediction
in {XCSF}},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {584--592},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_57},
doi = {10.1007/11564096\_57},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/HamzehR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/HendrickxB05,
author = {Iris Hendrickx and
Antal van den Bosch},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Hybrid Algorithms with Instance-Based Classification},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {158--169},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_19},
doi = {10.1007/11564096\_19},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/HendrickxB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/IzadiP05,
author = {Masoumeh T. Izadi and
Doina Precup},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Using Rewards for Belief State Updates in Partially Observable Markov
Decision Processes},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {593--600},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_58},
doi = {10.1007/11564096\_58},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/IzadiP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/JaulmesPP05,
author = {Robin Jaulmes and
Joelle Pineau and
Doina Precup},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Active Learning in Partially Observable Markov Decision Processes},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {601--608},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_59},
doi = {10.1007/11564096\_59},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/JaulmesPP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/JimenezFB05,
author = {Sergio Jim{\'{e}}nez Celorrio and
Fernando Fern{\'{a}}ndez and
Daniel Borrajo},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Machine Learning of Plan Robustness Knowledge About Instances},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {609--616},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_60},
doi = {10.1007/11564096\_60},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/JimenezFB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KapoorG05,
author = {Aloak Kapoor and
Russell Greiner},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Learning and Classifying Under Hard Budgets},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {170--181},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_20},
doi = {10.1007/11564096\_20},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/KapoorG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KienzleS05,
author = {Wolf Kienzle and
Bernhard Sch{\"{o}}lkopf},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Training Support Vector Machines with Multiple Equality Constraints},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {182--193},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_21},
doi = {10.1007/11564096\_21},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/KienzleS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/KuilenburgWU05,
author = {Hans van Kuilenburg and
Marco A. Wiering and
Marten den Uyl},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A Model Based Method for Automatic Facial Expression Recognition},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {194--205},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_22},
doi = {10.1007/11564096\_22},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/KuilenburgWU05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LallouetL05,
author = {Arnaud Lallouet and
Andrei Legtchenko},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Two Contributions of Constraint Programming to Machine Learning},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {617--624},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_61},
doi = {10.1007/11564096\_61},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LallouetL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LavioletteMS05,
author = {Fran{\c{c}}ois Laviolette and
Mario Marchand and
Mohak Shah},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Margin-Sparsity Trade-Off for the Set Covering Machine},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {206--217},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_23},
doi = {10.1007/11564096\_23},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LavioletteMS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LiL05,
author = {Xiaoli Li and
Bing Liu},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Learning from Positive and Unlabeled Examples with Different Data
Distributions},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {218--229},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_24},
doi = {10.1007/11564096\_24},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/LiL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LiP05,
author = {Tao Li and
Wei Peng},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A Clustering Model Based on Matrix Approximation with Applications
to Cluster System Log Files},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {625--632},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_62},
doi = {10.1007/11564096\_62},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LiP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LimD05,
author = {Shiau Hong Lim and
Gerald DeJong},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Towards Finite-Sample Convergence of Direct Reinforcement Learning},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {230--241},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_25},
doi = {10.1007/11564096\_25},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LimD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LinL05,
author = {Hsuan{-}Tien Lin and
Ling Li},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Infinite Ensemble Learning with Support Vector Machines},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {242--254},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_26},
doi = {10.1007/11564096\_26},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LinL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/LuB05,
author = {Fletcher Lu and
J. Efrim Boritz},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Detecting Fraud in Health Insurance Data: Learning to Model Incomplete
Benford's Law Distributions},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {633--640},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_63},
doi = {10.1007/11564096\_63},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/LuB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Lyu05,
author = {Siwei Lyu},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {255--267},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_27},
doi = {10.1007/11564096\_27},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Lyu05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/MelvilleYSM05,
author = {Prem Melville and
Stewart M. Yang and
Maytal Saar{-}Tsechansky and
Raymond J. Mooney},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Active Learning for Probability Estimation Using Jensen-Shannon Divergence},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {268--279},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_28},
doi = {10.1007/11564096\_28},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/MelvilleYSM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/MierswaW05,
author = {Ingo Mierswa and
Michael Wurst},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Efficient Case Based Feature Construction},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {641--648},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_64},
doi = {10.1007/11564096\_64},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/MierswaW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/NockN05,
author = {Richard Nock and
Frank Nielsen},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Fitting the Smallest Enclosing Bregman Ball},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {649--656},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_65},
doi = {10.1007/11564096\_65},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/NockN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/OblingerCLB05,
author = {Daniel Oblinger and
Vittorio Castelli and
Tessa A. Lau and
Lawrence D. Bergman},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Similarity-Based Alignment and Generalization},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {657--664},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_66},
doi = {10.1007/11564096\_66},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/OblingerCLB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/OkunPA05,
author = {Oleg Okun and
Helen Priisalu and
Alexessander Alves},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Fast Non-negative Dimensionality Reduction for Protein Fold Recognition},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {665--672},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_67},
doi = {10.1007/11564096\_67},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/OkunPA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/OngDPC05,
author = {Irene M. Ong and
In{\^{e}}s de Castro Dutra and
David Page and
V{\'{\i}}tor Santos Costa},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Mode Directed Path Finding},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {673--681},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_68},
doi = {10.1007/11564096\_68},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/OngDPC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/PetersVS05,
author = {Jan Peters and
Sethu Vijayakumar and
Stefan Schaal},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Natural Actor-Critic},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {280--291},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_29},
doi = {10.1007/11564096\_29},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/PetersVS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/PhanNHHI05,
author = {Xuan Hieu Phan and
Minh Le Nguyen and
Susumu Horiguchi and
Tu Bao Ho and
Yasushi Inoguchi},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Classification with Maximum Entropy Modeling of Predictive Association
Rules},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {682--689},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_69},
doi = {10.1007/11564096\_69},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/PhanNHHI05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/PoczosTL05,
author = {Barnab{\'{a}}s P{\'{o}}czos and
B{\'{a}}lint Tak{\'{a}}cs and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Independent Subspace Analysis on Innovations},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {698--706},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_71},
doi = {10.1007/11564096\_71},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/PoczosTL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Prescher05,
author = {Detlef Prescher},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Inducing Head-Driven PCFGs with Latent Heads: Refining a Tree-Bank
Grammar for Parsing},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {292--304},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_30},
doi = {10.1007/11564096\_30},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Prescher05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/RaeymaekersBB05,
author = {Stefan Raeymaekers and
Maurice Bruynooghe and
Jan Van den Bussche},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Learning (k, l)-Contextual Tree Languages for Information Extraction},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {305--316},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_31},
doi = {10.1007/11564096\_31},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/RaeymaekersBB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Riedmiller05,
author = {Martin A. Riedmiller},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Neural Fitted {Q} Iteration - First Experiences with a Data Efficient
Neural Reinforcement Learning Method},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {317--328},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_32},
doi = {10.1007/11564096\_32},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Riedmiller05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Riggelsen05,
author = {Carsten Riggelsen},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {{MCMC} Learning of Bayesian Network Models by Markov Blanket Decomposition},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {329--340},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_33},
doi = {10.1007/11564096\_33},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Riggelsen05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/RochaFC05,
author = {Ricardo Rocha and
Nuno A. Fonseca and
V{\'{\i}}tor Santos Costa},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {On Applying Tabling to Inductive Logic Programming},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {707--714},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_72},
doi = {10.1007/11564096\_72},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/RochaFC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SalojarviPK05,
author = {Jarkko Saloj{\"{a}}rvi and
Kai Puolam{\"{a}}ki and
Samuel Kaski},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {On Discriminative Joint Density Modeling},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {341--352},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_34},
doi = {10.1007/11564096\_34},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SalojarviPK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ShaniBS05,
author = {Guy Shani and
Ronen I. Brafman and
Solomon Eyal Shimony},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Model-Based Online Learning of POMDPs},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {353--364},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_35},
doi = {10.1007/11564096\_35},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ShaniBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ShengLY05,
author = {Shengli Sheng and
Charles X. Ling and
Qiang Yang},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Simple Test Strategies for Cost-Sensitive Decision Trees},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {365--376},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_36},
doi = {10.1007/11564096\_36},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ShengLY05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SinghiL05,
author = {Surendra K. Singhi and
Huan Liu},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Error-Sensitive Grading for Model Combination},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {724--732},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_74},
doi = {10.1007/11564096\_74},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SinghiL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SkubchT05,
author = {Hendrik Skubch and
Michael Thielscher},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Strategy Learning for Reasoning Agents},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {733--740},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_75},
doi = {10.1007/11564096\_75},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SkubchT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SuenMM05,
author = {Yuk Lai Suen and
Prem Melville and
Raymond J. Mooney},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Combining Bias and Variance Reduction Techniques for Regression Trees},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {741--749},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_76},
doi = {10.1007/11564096\_76},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SuenMM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SungBCG05,
author = {JaeMo Sung and
Sung Yang Bang and
Seungjin Choi and
Zoubin Ghahramani},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent
Variable Models},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {377--388},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_37},
doi = {10.1007/11564096\_37},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SungBCG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SzerC05,
author = {Daniel Szer and
Fran{\c{c}}ois Charpillet},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {An Optimal Best-First Search Algorithm for Solving Infinite Horizon
DEC-POMDPs},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {389--399},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_38},
doi = {10.1007/11564096\_38},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/SzerC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TorkkolaT05,
author = {Kari Torkkola and
Eugene Tuv},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Ensemble Learning with Supervised Kernels},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {400--411},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_39},
doi = {10.1007/11564096\_39},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/TorkkolaT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TorreyWSM05,
author = {Lisa Torrey and
Trevor Walker and
Jude W. Shavlik and
Richard Maclin},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Using Advice to Transfer Knowledge Acquired in One Reinforcement Learning
Task to Another},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {412--424},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_40},
doi = {10.1007/11564096\_40},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/TorreyWSM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TreposSCMG05,
author = {Ronan Trepos and
Ansaf Salleb and
Marie{-}Odile Cordier and
V{\'{e}}ronique Masson and
Chantal Gascuel},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {A Distance-Based Approach for Action Recommendation},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {425--436},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_41},
doi = {10.1007/11564096\_41},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/TreposSCMG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/TsampoukaS05,
author = {Petroula Tsampouka and
John Shawe{-}Taylor},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Analysis of Generic Perceptron-Like Large Margin Classifiers},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {750--758},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_77},
doi = {10.1007/11564096\_77},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/TsampoukaS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VermorelM05,
author = {Joann{\`{e}}s Vermorel and
Mehryar Mohri},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Multi-armed Bandit Algorithms and Empirical Evaluation},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {437--448},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_42},
doi = {10.1007/11564096\_42},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/VermorelM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/WangQ05,
author = {Fang Wang and
Yuhui Qiu},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Multimodal Function Optimizing by a New Hybrid Nonlinear Simplex Search
and Particle Swarm Algorithm},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {759--766},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_78},
doi = {10.1007/11564096\_78},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/WangQ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/WangZ05,
author = {Shijun Wang and
Changshui Zhang},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Network Game and Boosting},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {461--472},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_44},
doi = {10.1007/11564096\_44},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/WangZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/WangZL05,
author = {Gang Wang and
Zhihua Zhang and
Frederick H. Lochovsky},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Annealed Discriminant Analysis},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {449--460},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_43},
doi = {10.1007/11564096\_43},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/WangZL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/YildizA05,
author = {Olcay Taner Yildiz and
Ethem Alpaydin},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Model Selection in Omnivariate Decision Trees},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {473--484},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_45},
doi = {10.1007/11564096\_45},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/YildizA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/desJardinsRG05,
author = {Marie desJardins and
Priyang Rathod and
Lise Getoor},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Bayesian Network Learning with Abstraction Hierarchies and Context-Specific
Independence},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {485--496},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_46},
doi = {10.1007/11564096\_46},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/desJardinsRG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ecml/2005,
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096},
doi = {10.1007/11564096},
isbn = {3-540-29243-8},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/2005.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SanghaiDW05,
title = {Learning Models of Relational Stochastic Processes},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {715--723},
publisher = {Springer},
year = {2005},
note = {Withdrawn.},
url = {https://doi.org/10.1007/11564096\_73},
doi = {10.1007/11564096\_73},
timestamp = {Tue, 26 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SanghaiDW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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