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» Distributed Data Clustering Can Be Efficient and Exact
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NIPS
2008
15 years 7 months ago
Clustering via LP-based Stabilities
A novel center-based clustering algorithm is proposed in this paper. We first formulate clustering as an NP-hard linear integer program and we then use linear programming and the ...
Nikos Komodakis, Nikos Paragios, Georgios Tziritas
CCR
2002
98views more  CCR 2002»
15 years 5 months ago
Efficient flooding with Passive Clustering (PC) in ad hoc networks
An ad hoc network is a fast deployable selfconfiguring wireless network characterized by node mobility, dynamic topology structure, unreliable media and limited power supply. Node...
Taek Jin Kwon, Mario Gerla
ICDE
2003
IEEE
148views Database» more  ICDE 2003»
16 years 7 months ago
Dynamic Clustering of Evolving Streams with a Single Pass
Stream data is common in many applications, e.g., stock quotes, merchandize sales record, system logs, etc.. It is of great importance to analyze these stream data. As one of the ...
Jiong Yang
ICCCN
2007
IEEE
15 years 10 months ago
Scalable Peer-to-Peer File Sharing with Efficient Complex Query Support
A good P2P file sharing system is usually expected to achieve the following design goals: scalability, routing efficiency and complex query support. In this paper, we propose such ...
Yan Li, Jyoti Ahuja, Li Lao, Jun-Hong Cui
ICML
2009
IEEE
16 years 6 months ago
Multi-view clustering via canonical correlation analysis
Clustering data in high dimensions is believed to be a hard problem in general. A number of efficient clustering algorithms developed in recent years address this problem by proje...
Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu,...