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134
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IJCAI
2001
15 years 5 months ago
Using Text Classifiers for Numerical Classification
Consider a supervised learning problem in which examples contain both numerical- and text-valued features. To use traditional featurevector-based learning methods, one could treat...
Sofus A. Macskassy, Haym Hirsh, Arunava Banerjee, ...
120
Voted
FAST
2003
15 years 5 months ago
Pond: The OceanStore Prototype
OceanStore is an Internet-scale, persistent data store designed for incremental scalability, secure sharing, and long-term durability. Pond is the OceanStore prototype; it contain...
Sean C. Rhea, Patrick R. Eaton, Dennis Geels, Haki...
127
Voted
IJCAI
2003
15 years 5 months ago
Web Page Cleaning for Web Mining through Feature Weighting
Unlike conventional data or text, Web pages typically contain a large amount of information that is not part of the main contents of the pages, e.g., banner ads, navigation bars, ...
Lan Yi, Bing Liu
170
Voted
IM
2003
15 years 5 months ago
Towards XML Oriented Internet Management
: Internet Management is based on IETF specifications that have been developed and used during the past 14 years: There are multiple versions and options of the management protoco...
Frank Strauß, Torsten Klie
136
Voted
UAI
2004
15 years 5 months ago
Dynamical Systems Trees
We propose dynamical systems trees (DSTs) as a flexible model for describing multiple processes that interact via a hierarchy of aggregating processes. DSTs extend nonlinear dynam...
Andrew Howard, Tony Jebara