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» Clustering with the Connectivity Kernel
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ALT
2007
Springer
14 years 1 months ago
Cluster Identification in Nearest-Neighbor Graphs
Abstract. Assume we are given a sample of points from some underlying distribution which contains several distinct clusters. Our goal is to construct a neighborhood graph on the sa...
Markus Maier, Matthias Hein, Ulrike von Luxburg
MONET
2007
110views more  MONET 2007»
13 years 9 months ago
Multi-hop Clustering Based on Neighborhood Benchmark in Mobile Ad-hoc Networks
— Large-scale mobile ad-hoc networks require flexible and stable clustered network structure for efficient data collection and dissemination. In this paper, a scheme is present...
Stephen S. Yau, Wei Gao
ICCS
2007
Springer
14 years 1 months ago
Extended Clustering Coefficients of Small-World Networks
The clustering coefficient C of a network, which is a measure of direct connectivity between neighbors of the various nodes, ranges from 0 (for no connectivity) to 1 (for full conn...
Wenjun Xiao, Yong Qin, Behrooz Parhami
NIPS
2007
13 years 11 months ago
DIFFRAC: a discriminative and flexible framework for clustering
We present a novel linear clustering framework (DIFFRAC) which relies on a linear discriminative cost function and a convex relaxation of a combinatorial optimization problem. The...
Francis Bach, Zaïd Harchaoui
ICCAD
2001
IEEE
184views Hardware» more  ICCAD 2001»
14 years 6 months ago
CALiBeR: A Software Pipelining Algorithm for Clustered Embedded VLIW Processors
In this paper we describe a software pipelining framework, CALiBeR (Cluster Aware Load Balancing Retiming Algorithm), suitable for compilers targeting clustered embedded VLIW proc...
Cagdas Akturan, Margarida F. Jacome