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KDD
2009
ACM
180views Data Mining» more  KDD 2009»
14 years 8 months ago
Consensus group stable feature selection
Stability is an important yet under-addressed issue in feature selection from high-dimensional and small sample data. In this paper, we show that stability of feature selection ha...
Steven Loscalzo, Lei Yu, Chris H. Q. Ding
INFOCOM
2009
IEEE
14 years 2 months ago
On the Market Power of Network Coding in P2P Content Distribution Systems
Abstract—Network coding is emerging as a promising alternative to traditional content distribution approaches in P2P networks. By allowing information mixture in peers, it simpli...
Xinyu Zhang, Baochun Li
INFOCOM
2007
IEEE
14 years 1 months ago
Network Coding in a Multicast Switch
— We consider the problem of serving multicast flows in a crossbar switch. We show that linear network coding across packets of a flow can sustain traffic patterns that cannot...
Jay Kumar Sundararajan, Muriel Médard, MinJ...
TPDS
2008
87views more  TPDS 2008»
13 years 7 months ago
rStream: Resilient and Optimal Peer-to-Peer Streaming with Rateless Codes
Due to the lack of stability and reliability in peer-to-peer networks, multimedia streaming over peer-to-peer networks represents several fundamental engineering challenges. First...
Chuan Wu, Baochun Li
CISS
2010
IEEE
12 years 11 months ago
Queue based compression in a two-way relay network
—We consider the problem of joint rate scheduling and lossy data compression in a two-way relay network with distortion-sensitive stochastic packet traffic. A relay node facilit...
Ertugrul Necdet Ciftcioglu, Yalin Evren Sagduyu, A...