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TrBagg: A Simple Transfer Learning Method and its Application to Personalization in Collaborative Tagging

Toshihiro Kamishima, Masahiro Hamasaki, Shotaro Akaho
2009 2009 Ninth IEEE International Conference on Data Mining  
In this paper, we propose a very simple approach to transfer learning: TrBagg, which is the extension of bagging.  ...  We applied TrBagg to personalized tag prediction tasks for social bookmarks Our approach has several convenient characteristics for this task such as adaptation to multiple tasks with low computational  ...  ACKNOWLEDGMENT We wish to thank Dr. Yutaka Matuo and Dr. Atsushi Fujii for their valuable advices. Thanks are due to Hottolink Inc. for assistance in crawling.  ... 
doi:10.1109/icdm.2009.9 dblp:conf/icdm/KamishimaHA09 fatcat:n3bd3ncdwncynogj2mh4w5m4mi