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PAKDD
2011
ACM
245views Data Mining» more  PAKDD 2011»
14 years 9 months ago
Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning
Discovering rare categories and classifying new instances of them is an important data mining issue in many fields, but fully supervised learning of a rare class classifier is pr...
Timothy M. Hospedales, Shaogang Gong, Tao Xiang
PAM
2011
Springer
14 years 9 months ago
Omnify: Investigating the Visibility and Effectiveness of Copyright Monitors
1 The arms race between copyright agencies and P2P users is an ongoing and evolving struggle. On the one hand, content providers are using several techniques to stealthily find un...
Rahul Potharaju, Jeff Seibert, Sonia Fahmy, Cristi...
PAM
2011
Springer
14 years 9 months ago
Peeling Away Timing Error in NetFlow Data
In this paper, we characterize, quantify, and correct timing errors introduced into network flow data by collection and export via Cisco NetFlow version 9. We find that while som...
Brian Trammell, Bernhard Tellenbach, Dominik Schat...
PAM
2011
Springer
14 years 9 months ago
On the Feasibility of Bandwidth Detouring
Internet applications that route data over default Internet paths can often increase performance by sending their traffic over alternative “detour” paths. Previous work has sho...
Thom Haddow, Sing Wang Ho, Jonathan Ledlie, Cristi...
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PAM
2011
Springer
14 years 9 months ago
Evolution of Cache Replacement Policies to Track Heavy-Hitter Flows
Several important network applications cannot easily scale to higher data rates without requiring focusing just on the large traffic flows. Recent works have discussed algorithmic...
Martin Zádník, Marco Canini
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