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ICML
2004
IEEE
16 years 4 months ago
Leveraging the margin more carefully
Boosting is a popular approach for building accurate classifiers. Despite the initial popular belief, boosting algorithms do exhibit overfitting and are sensitive to label noise. ...
Nir Krause, Yoram Singer
WWW
2004
ACM
16 years 4 months ago
Digital repository interoperability: design, implementation and deployment of the ecl protocol and connecting middleware
This paper describes the design and implementation of the eduSource Communication Layer (ECL) protocol. ECL is one outcome of a pan-Canadian project called eduSource Canada to bui...
Ty Mey Eap, Marek Hatala, Griff Richards
WWW
2003
ACM
16 years 4 months ago
Application specific data replication for edge services
The emerging edge services architecture promises to improve the availability and performance of web services by replicating servers at geographically distributed sites. A key chal...
Lei Gao, Michael Dahlin, Amol Nayate, Jiandan Zhen...
WWW
2001
ACM
16 years 4 months ago
Mixed-initiative, multi-source information assistants
While the information resources on the Web are vast, the sources are often hard to find, painful to use, and difficult to integrate. We have developed the Heracles framework for b...
Craig A. Knoblock, Steven Minton, José Luis...
139
Voted
KDD
2001
ACM
181views Data Mining» more  KDD 2001»
16 years 4 months ago
Identifying non-actionable association rules
Building predictive models and finding useful rules are two important tasks of data mining. While building predictive models has been well studied, finding useful rules for action...
Bing Liu, Wynne Hsu, Yiming Ma