Presentation	2006-06-16 On-line boosting method based on EM algorithm Ryotaro NISHINO, Noboru MURATA,
PDF Download Page	PDF download Page Link
Abstract(in Japanese)	(See Japanese page)
Abstract(in English)	When the Adaboost algorithm is used in case that a datum is generated one after another, in general, all the learners have to be trainned again or a new learner has to be added for the new sample. In this paper, an on-line boosting algorithm is considered to improve the accuracy without increasing learners. In the proposed algorithm, dependence of data for each learner is estimated by the EM algorithm. Moreover, advantages of the proposed method is confirmed by some numerical experiments.
Keyword(in Japanese)	(See Japanese page)
Keyword(in English)	Boosting / On-line / EM algorithm
Paper #	NC2006-26
Date of Issue

Conference Information
Committee	NC
Conference Date	2006/6/9(1days)
Place (in Japanese)	(See Japanese page)
Place (in English)
Topics (in Japanese)	(See Japanese page)
Topics (in English)
Chair
Vice Chair
Secretary
Assistant

Paper Information
Registration To	Neurocomputing (NC)
Language	JPN
Title (in Japanese)	(See Japanese page)
Sub Title (in Japanese)	(See Japanese page)
Title (in English)	On-line boosting method based on EM algorithm
Sub Title (in English)
Keyword(1)	Boosting
Keyword(2)	On-line
Keyword(3)	EM algorithm
1st Author's Name	Ryotaro NISHINO
1st Author's Affiliation	Waseda University School of Science and Engineering()
2nd Author's Name	Noboru MURATA
2nd Author's Affiliation	Waseda University School of Science and Engineering
Date	2006-06-16
Paper #	NC2006-26
Volume (vol)	vol.106
Number (no)	102
Page	pp.pp.-
#Pages	6
Date of Issue