BibSonomy publications for /user/sb3000/boosting

Boosting for Text Classification with Semantic Features

sb3000 — 2008-04-25T14:46:50+02:00

Stephan Bloehdorn und Andreas Hotho Advances in Web Mining and Web Usage Analysis, Revised Selected Papers of the 6th International Workshop on Knowledge Discovery on the Web, WebKDD 2004, Seattle, WA, USA, August 22-25, 2004, 3932, Seite149-166. Springer, Berlin--Heidelberg, Germany, (2006) REPRINT .

Text Categorization by Boosting Automatically Extracted Concepts

sb3000 — 2008-03-10T15:48:35+01:00

Lijuan Cai und Thomas Hofmann Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '03), July 28 - August 1, 2003, Toronto, Canada, Seite182--189. ACM Press, New York, NY, USA, (2003)

Text Classification by Boosting Weak Learners based on Terms and Concepts

sb3000 — 2008-03-10T15:17:24+01:00

Stephan Bloehdorn und Andreas Hotho Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK, Seite331-334. IEEE Computer Society, Washington, DC, USA, (2004)

MARK: a boosting algorithm for heterogeneous kernel models

sb3000 — 2007-10-10T13:49:37+02:00

Kristin P. Bennett und Michinari Momma und Mark J. Embrechts KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, Seite24--31. New York, NY, USA, ACM Press, (2002)

Column-generation boosting methods for mixture of kernels

sb3000 — 2007-10-10T13:49:06+02:00

Jinbo Bi und Tong Zhang und Kristin P. Bennett KDD '04: Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, Seite521--526. New York, NY, USA, ACM Press, (2004)

Soft Margins for AdaBoost

sb3000 — 2007-10-02T15:21:28+02:00

G. Rätsch und T. Onoda und K.-R. Müller Machine Learning42(3):287--320March2001.

An Introduction to Boosting and Leveraging

sb3000 — 2007-10-02T10:23:36+02:00

Ron Meir und Gunnar Rätsch Advanced Lectures on Machine Learning, 2600, Springer-Verlag New York, Inc., New York, NY, USA, (2003)

BoosTexter: A Boosting-based System for Text Categorization

sb3000 — 2006-04-21T14:58:47+02:00

R. E. Schapire und Y. Singer Machine Learning39(2/3):135--168(2000)

An Introduction to Boosting and Leveraging

sb3000 — 2006-02-02T22:11:36+01:00

R. Meir und G. Rätsch Advanced Lectures on Machine Learning, Springer, Heidelberg, DE, (2003)

A Decision Theoretic Generalization of On-Line Learning and an Application to Boosting

sb3000 — 2006-02-02T22:06:27+01:00

Y. Freund und R. E. Schapire Second European Conference on Computational Learning Theory (EuroCOLT-95), Seite23--37. (1995)

The Strength of Weak Learnability