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SIGKDD
2010
136views more  SIGKDD 2010»
12 years 11 months ago
Tenth international workshop on multimedia data mining
In this report we provide a summary of the tenth Multimedia Data Mining Workshop that was held in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discov...
Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek
SIGKDD
2010
100views more  SIGKDD 2010»
12 years 11 months ago
On exploiting hierarchical label structure with pairwise classifiers
The goal of this work was to test whether the performance of a regular pairwise classifier can be improved when additional information about the hierarchical class structure is ad...
Johannes Fürnkranz, Jan Frederik Sima
SIGKDD
2010
183views more  SIGKDD 2010»
12 years 11 months ago
Inactive learning?: difficulties employing active learning in practice
Despite the tremendous level of adoption of machine learning techniques in real-world settings, and the large volume of research on active learning, active learning techniques hav...
Josh Attenberg, Foster J. Provost
SIGKDD
2010
154views more  SIGKDD 2010»
12 years 11 months ago
A brief survey on sequence classification
Sequence classification has a broad range of applications such as genomic analysis, information retrieval, health informatics, finance, and abnormal detection. Different from the ...
Zhengzheng Xing, Jian Pei, Eamonn J. Keogh
SIGKDD
2010
101views more  SIGKDD 2010»
12 years 11 months ago
Unexpected results in online controlled experiments
Controlled experiments, also called randomized experiments and A/B tests, have had a profound influence on multiple fields, including medicine, agriculture, manufacturing, and adv...
Ron Kohavi, Roger Longbotham