Volume 106, Issue 6 | Machine Learning

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Volume 106, Issue 6

June 2017

Special Issue on Discovery Science; Guest Editors: Nathalie Japkowicz and Stan Matwin

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8 articles in this issue

Special issue on discovery science
Nathalie Japkowicz
Stan Matwin
Editorial 27 April 2017 Pages: 741 - 743
Multi-label classification via multi-target regression on data streams
Aljaž Osojnik
Panče Panov
Sašo Džeroski
OriginalPaper Open access 30 December 2016 Pages: 745 - 770
Stream-based semi-supervised learning for recommender systems
Pawel Matuszyk
Myra Spiliopoulou
OriginalPaper 02 February 2017 Pages: 771 - 798
Memory-adaptive high utility sequential pattern mining over data streams
Morteza Zihayat
Yan Chen
Aijun An
OriginalPaper 02 February 2017 Pages: 799 - 836
Big Data: from collection to visualization
Mohammed Ghesmoune
Hanene Azzag
Mourad Ouziri
OriginalPaper 11 January 2017 Pages: 837 - 862
High-probability minimax probability machines
Simon Cousins
John Shawe-Taylor
OriginalPaper Open access 02 February 2017 Pages: 863 - 886
An evaluation of linear and non-linear models of expressive dynamics in classical piano and symphonic music
Carlos Eduardo Cancino-Chacón
Thassilo Gadermaier
Maarten Grachten
OriginalPaper Open access 09 March 2017 Pages: 887 - 909
Confidence curves: an alternative to null hypothesis significance testing for the comparison of classifiers
Daniel Berrar
OriginalPaper 30 December 2016 Pages: 911 - 949