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SBIA
2004
Springer
15 years 10 months ago
Learning with Class Skews and Small Disjuncts
One of the main objectives of a Machine Learning – ML – system is to induce a classifier that minimizes classification errors. Two relevant topics in ML are the understanding...
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Mar...
COOPIS
2003
IEEE
15 years 10 months ago
Automatic Expansion of Manual Email Classifications Based on Text Analysis
The organization of documents is a task that we face as computer users daily. This is particularly true for management of email. Typically email documents are organized in director...
Enrico Giacoletto, Karl Aberer
HICSS
2003
IEEE
147views Biometrics» more  HICSS 2003»
15 years 10 months ago
Balancing Energy Saving and QoS in the Mobile Internet: An Application-Independent Approach
The scarcity of energetic resources in mobile computers is a very limiting factor. In this paper we propose a solution that tries to balance energy consumption and QoS requirement...
Giuseppe Anastasi, Marco Conti, Enrico Gregori, An...
LAWEB
2003
IEEE
15 years 10 months ago
Cooperative Crawling
Web crawler design presents many different challenges: architecture, strategies, performance and more. One of the most important research topics concerns improving the selection o...
Marina Buzzi
LAWEB
2003
IEEE
15 years 10 months ago
On the Evolution of Clusters of Near-Duplicate Web Pages
This paper expands on a 1997 study of the amount and distribution of near-duplicate pages on the World Wide Web. We downloaded a set of 150 million web pages on a weekly basis ove...
Dennis Fetterly, Mark Manasse, Marc Najork