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72
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ICPR
2008
IEEE
15 years 4 months ago
Kernel Bisecting k-means clustering for SVM training sample reduction
This paper presents a new algorithm named Kernel Bisecting k-means and Sample Removal (KBK-SR) as a sampling preprocessing for SVM training to improve the scalability. The novel c...
Xiao-Zhang Liu, Guo-Can Feng
DASFAA
2007
IEEE
161views Database» more  DASFAA 2007»
15 years 4 months ago
GChord: Indexing for Multi-Attribute Query in P2P System with Low Maintenance Cost
Abstract. To provide complex query processing in peer-to-peer systems has attracted much attention in both academic and industrial community. We present GChord, a scalable techniqu...
Minqi Zhou, Rong Zhang, Weining Qian, Aoying Zhou
87
Voted
EUROPAR
2007
Springer
15 years 3 months ago
Parallel Nearest Neighbour Algorithms for Text Categorization
In this paper we describe the parallelization of two nearest neighbour classification algorithms. Nearest neighbour methods are well-known machine learning techniques. They have be...
Reynaldo Gil-García, José Manuel Bad...
80
Voted
SEMWEB
2007
Springer
15 years 3 months ago
An Architecture for Peer-to-peer Reasoning
Abstract. Similar to the current Web, the key to realizing the Semantic Web is scale. Arguably, to achieve this, we need a good balance between participation cost and perceived ben...
George Anadiotis, Spyros Kotoulas, Ronny Siebes
71
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BROADNETS
2006
IEEE
15 years 3 months ago
A Secure Programming Paradigm for Network Virtualization
—The central paradigm of today’s successful Internet is to keep the network core simple and move complexity towards the network end points. Unfortunately, this very paradigm li...
Ana Milanova, Sonia Fahmy, David Musser, Büle...