1
TITLE: Combining Feature and Algorithm Hyperparameter Selection using some Metalearning Methods PDF
AUTHORS: Miguel Cachada; Salisu Mamman Abdulrahman; Pavel Brazdil ;
SOURCE: 2017 International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms, AutoML 2017 in Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms co-located with the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases, AutoML@PKDD/ECML 2017, Skopje, Macedonia, September 22, 2017., VOLUME: 1998, PUBLISHED: 2017
INDEXED IN: Scopus DBLP
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2
TITLE: Efficient Incremental Laplace Centrality Algorithm for Dynamic Networks
AUTHORS: Rui Portocarrero Sarmento ; Mário Cordeiro; Pavel Brazdil ; João Gama ;
SOURCE: 6th International Conference on Complex Networks and Their Applications, Complex Networks 2017 in Complex Networks & Their Applications VI - Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications), COMPLEX NETWORKS 2017, Lyon, France, November 29 - December 1, 2017., VOLUME: 689, PUBLISHED: 2017
INDEXED IN: Scopus DBLP Crossref
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3
TITLE: Inductive Transfer
AUTHORS: Ricardo Vilalta; Christophe Giraud Giraud Carrier; Pavel Brazdil ; Carlos Soares ;
SOURCE: Encyclopedia of Machine Learning and Data Mining, PUBLISHED: 2017
INDEXED IN: DBLP
IN MY: ORCID | DBLP
4
TITLE: Metalearning
AUTHORS: Pavel Brazdil ; Ricardo Vilalta; Christophe G Giraud Carrier; Carlos Soares ;
SOURCE: Encyclopedia of Machine Learning and Data Mining, PUBLISHED: 2017
INDEXED IN: DBLP Crossref
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7
TITLE: Determining the Level of Clients' Dissatisfaction from Their Commentaries
AUTHORS: Ana Catarina Forte ; Pavel B Brazdil ;
SOURCE: 12th International Conference on the Computational Processing of Portuguese (PROPOR) in COMPUTATIONAL PROCESSING OF THE PORTUGUESE LANGUAGE (PROPOR 2016), VOLUME: 9727, PUBLISHED: 2016
INDEXED IN: Scopus WOS Crossref
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8
TITLE: Effect of Incomplete Meta-dataset on Average Ranking Method
AUTHORS: Salisu Mamman Abdulrahman ; Pavel Brazdil ;
SOURCE: Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML 2016, co-located with 33rd International Conference on Machine Learning (ICML 2016), New York City, NY, USA, June 24, 2016, VOLUME: 64, PUBLISHED: 2016
INDEXED IN: DBLP
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10
TITLE: Algorithm selection via meta-learning and sample-based active testing PDF
AUTHORS: Abdulrahman, SM ; Brazdil, P ; Van Rijn, JN; Vanschoren, J;
SOURCE: International Workshop on Meta-Learning and Algorithm Selection, MetaSel 2015 - co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015, ECMLPKDD 2015 in CEUR Workshop Proceedings, VOLUME: 1455, PUBLISHED: 2015
INDEXED IN: Scopus DBLP
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