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Results
Found 17 publication records. Showing 17 according to the selection in the facets
Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Joaquin Vanschoren, Pavel Brazdil, Christophe G. Giraud-Carrier, Lars Kotthoff (eds.) |
Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![CEUR-WS.org The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Bernhard Pfahringer |
On a Few Recent Developments in Meta-Learning for Algorithm Ranking and Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 2, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Toon van Craenendonck, Hendrik Blockeel |
Limitations of Using Constraint Set Utility in Semi-Supervised Clustering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 27-42, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Salisu Mamman Abdulrahman, Pavel Brazdil, Jan N. van Rijn, Joaquin Vanschoren |
Algorithm Selection via Meta-learning and Sample-based Active Testing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 55-66, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Catarina Félix, Carlos Soares, Alípio Jorge |
Metalearning for Multiple-Domain Transfer Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 67-79, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Patryk Kiepas, Szymon Bobek, Grzegorz J. Nalepa |
Concept of a Rule-based Configurator for Auto-WEKA Using OpenML. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 106-107, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Martin Wistuba, Nicolas Schilling, Lars Schmidt-Thieme |
Learning Data Set Similarities for Hyperparameter Optimization Initializations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 15-26, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Iván Olier, Crina Grosan, Noureddin Sadawi, Larisa N. Soldatova, Ross D. King |
Meta-QSAR: Learning How to Learn QSARs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 104-105, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Bernd Bischl |
Applying Model-Based Optimization to Hyperparameter Optimization in Machine Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 1, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Dirk Schäfer 0004, Eyke Hüllermeier |
Preference-Based Meta-Learning using Dyad Ranking: Recommending Algorithms in Cold-Start Situations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 110-111, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Tomás Kren, Martin Pilát, Klára Pesková, Roman Neruda |
Generating Workflow Graphs Using Typed Genetic Programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 108-109, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Alexey Zabashta, Ivan Smetannikov, Andrey Filchenkov |
Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 115-116, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Rafael Gomes Mantovani, André L. D. Rossi, Joaquin Vanschoren, André C. P. L. F. de Carvalho |
Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 80-92, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Michael R. Smith 0002, Tony R. Martinez, Christophe G. Giraud-Carrier |
The Potential Benefits of Data Set Filtering and Learning Algorithm Hyperparameter Optimization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 3-14, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Milan Vukicevic, Sandro Radovanovic, Joaquin Vanschoren, Giulio Napolitano, Boris Delibasic |
Towards a Collaborative Platform for Advanced Meta-Learning in Healthcare Predictive Analytics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 112-114, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Jan N. van Rijn, Joaquin Vanschoren |
Sharing RapidMiner Workflows and Experiments with OpenML. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 93-103, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
DBLP BibTeX RDF |
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1 | Antoine Adam, Hendrik Blockeel |
Dealing with Overlapping Clustering: A Constraint-based Approach to Algorithm Selection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MetaSel@PKDD/ECML ![In: Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), Porto, Portugal, September 7th, 2015., pp. 43-54, 2015, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2015 |
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