@comment{It is strongly recommended to use BibLaTeX for these entries}

@inproceedings{Bischl:MetaSel2015,
title = {Applying Model-Based Optimization to Hyperparameter Optimization in Machine Learning},
author = {Bernd Bischl},
pages = {1--1},
url = {http://ceur-ws.org/Vol-1455/#paper-01},
crossref = {MetaSel2015},
}

@inproceedings{Pfahringer:MetaSel2015,
title = {On a Few Recent Developments in Meta-Learning for Algorithm Ranking and Selection},
author = {Bernhard Pfahringer},
pages = {2--2},
url = {http://ceur-ws.org/Vol-1455/#paper-02},
crossref = {MetaSel2015},
}

@inproceedings{SmithEtAl:MetaSel2015,
title = {The Potential Benefits of Data Set Filtering and Learning Algorithm Hyperparameter Optimization},
author = {Michael R. Smith and Tony Martinez and Christophe Giraud-Carrier},
pages = {3--14},
url = {http://ceur-ws.org/Vol-1455/#paper-03},
crossref = {MetaSel2015},
}

@inproceedings{WistubaEtAl:MetaSel2015,
title = {Learning Data Set Similarities for Hyperparameter Optimization Initializations},
author = {Martin Wistuba and Nicolas Schilling and Lars Schmidt-Thieme},
pages = {15--26},
url = {http://ceur-ws.org/Vol-1455/#paper-04},
crossref = {MetaSel2015},
}

@inproceedings{CraenendonckBlockeel:MetaSel2015,
title = {Limitations of Using Constraint Set Utility in Semi-Supervised Clustering},
author = {Toon Van Craenendonck and Hendrik Blockeel},
pages = {27--42},
url = {http://ceur-ws.org/Vol-1455/#paper-05},
crossref = {MetaSel2015},
}

@inproceedings{AdamBlockeel:MetaSel2015,
title = {Dealing with Overlapping Clustering: A Constraint-based Approach to Algorithm Selection},
author = {Antoine Adam and Hendrik Blockeel},
pages = {43--54},
url = {http://ceur-ws.org/Vol-1455/#paper-06},
crossref = {MetaSel2015},
}

@inproceedings{AbdulrahmanEtAl:MetaSel2015,
title = {Algorithm Selection via Meta-learning and Sample-based Active Testing},
author = {Salisu M. Abdulrahman and Pavel Brazdil and Jan N. van Rijn and Joaquin Vanschoren},
pages = {55--66},
url = {http://ceur-ws.org/Vol-1455/#paper-07},
crossref = {MetaSel2015},
}

@inproceedings{FelixEtAl:MetaSel2015,
title = {Metalearning for Multiple-Domain Transfer Learning},
author = {Catarina Félix and Carlos Soares and Alípio Jorge},
pages = {67--79},
url = {http://ceur-ws.org/Vol-1455/#paper-08},
crossref = {MetaSel2015},
}

@inproceedings{MantovaniEtAl:MetaSel2015,
title = {Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks},
author = {Rafael G. Mantovani and André L. D. Rossi and Joaquin Vanschoren and André C.P.L.F. Carvalho},
pages = {80--92},
url = {http://ceur-ws.org/Vol-1455/#paper-09},
crossref = {MetaSel2015},
}

@inproceedings{RijnVanschoren:MetaSel2015,
title = {Sharing RapidMiner Workflows and Experiments with OpenML},
author = {Jan N. van Rijn and Joaquin Vanschoren},
pages = {93--103},
url = {http://ceur-ws.org/Vol-1455/#paper-10},
crossref = {MetaSel2015},
}

@inproceedings{OlierEtAl:MetaSel2015,
title = {Meta-QSAR: Learning How to Learn QSARs},
author = {Ivan Olier and Crina Grosan and Noureddin Sadawi and Larisa Soldatova and Ross D. King},
pages = {104--105},
url = {http://ceur-ws.org/Vol-1455/#paper-11},
crossref = {MetaSel2015},
}

@inproceedings{KiepasEtAl:MetaSel2015,
title = {Concept of a Rule-based Configurator for Auto-WEKA Using OpenML},
author = {Patryk Kiepas and Szymon Bobek and Grzegorz J. Nalepa},
pages = {106--107},
url = {http://ceur-ws.org/Vol-1455/#paper-12},
crossref = {MetaSel2015},
}

@inproceedings{KrenEtAl:MetaSel2015,
title = {Generating Workflow Graphs Using Typed Genetic Programming},
author = {Tomáš Kren and Martin Pilát and Klára Pešková and Roman Neruda},
pages = {108--109},
url = {http://ceur-ws.org/Vol-1455/#paper-13},
crossref = {MetaSel2015},
}

@inproceedings{SchaferHullermeier:MetaSel2015,
title = {Preference-Based Meta-Learning using Dyad Ranking: Recommending Algorithms in Cold-Start Situations},
author = {Dirk Schäfer and Eyke Hüllermeier},
pages = {110--111},
url = {http://ceur-ws.org/Vol-1455/#paper-14},
crossref = {MetaSel2015},
}

@inproceedings{VukicevicEtAl:MetaSel2015,
title = {Towards a Collaborative Platform for Advanced Meta-Learning in Healthcare Predictive Analytics},
author = {Milan Vukicevic and Sandro Radovanovic and Joaquin Vanschoren and Giulio Napolitano and Boris Delibasic},
pages = {112--114},
url = {http://ceur-ws.org/Vol-1455/#paper-15},
crossref = {MetaSel2015},
}

@inproceedings{ZabashtaEtAl:MetaSel2015,
title = {Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection},
author = {Alexey Zabashta and Ivan Smetannikov and Andrey Filchenkov},
pages = {115--116},
url = {http://ceur-ws.org/Vol-1455/#paper-16},
crossref = {MetaSel2015},
}

@proceedings{MetaSel2015,
booktitle = {Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection (MetaSel)},
title = {Proceedings of the Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection (MetaSel)},
year = 2015,
editor = {Joaquin Vanschoren and Pavel Brazdil and Christophe Giraud-Carrier and Lars Kotthoff},
number = 1455,
series = {CEUR Workshop Proceedings},
address = {Aachen},
issn = {1613-0073},
url = {http://ceur-ws.org/Vol-1455/},
venue = {Porto, Portugal},
eventdate = {2015-09-07},
}

