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SAC
2005
ACM
14 years 1 months ago
Learning decision trees from dynamic data streams
: This paper presents a system for induction of forest of functional trees from data streams able to detect concept drift. The Ultra Fast Forest of Trees (UFFT) is an incremental a...
João Gama, Pedro Medas, Pedro Pereira Rodri...
JMLR
2010
146views more  JMLR 2010»
13 years 2 months ago
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
The success of simple methods for classification shows that is is often not necessary to model complex attribute interactions to obtain good classification accuracy on practical p...
Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhar...
INFOCOM
2007
IEEE
14 years 1 months ago
Mesh or Multiple-Tree: A Comparative Study of Live P2P Streaming Approaches
Abstract—Existing approaches to P2P streaming can be divided into two general classes: (i) tree-based approaches use pushbased content delivery over multiple tree-shaped overlays...
Nazanin Magharei, Reza Rejaie, Yang Guo
ICPPW
2007
IEEE
14 years 1 months ago
P2P Live Streaming with Tree-Mesh based Hybrid Overlay
P2P technology has been widely adopted in live streaming system for its scalability and low commercial cost. However, tree based system or mesh based system still has to face the ...
Qi Huang, Hai Jin, Xiaofei Liao
INFOCOM
2007
IEEE
14 years 1 months ago
On the Performance of Multiple-Tree-Based Peer-to-Peer Live Streaming
— In this paper we propose and analyze a generalized multiple-tree-based overlay architecture for peer-to-peer live streaming that employs multipath transmission and forward erro...
György Dán, Viktória Fodor, Ili...