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ICDM
2010
IEEE
216views Data Mining» more  ICDM 2010»
13 years 7 months ago
K-AP: Generating Specified K Clusters by Efficient Affinity Propagation
Abstract--The Affinity Propagation (AP) clustering algorithm proposed by Frey and Dueck (2007) provides an understandable, nearly optimal summary of a data set. However, it suffers...
Xiangliang Zhang, Wei Wang, Kjetil Nørv&ari...
PODS
2010
ACM
215views Database» more  PODS 2010»
14 years 2 months ago
An optimal algorithm for the distinct elements problem
We give the first optimal algorithm for estimating the number of distinct elements in a data stream, closing a long line of theoretical research on this problem begun by Flajolet...
Daniel M. Kane, Jelani Nelson, David P. Woodruff
FM
1999
Springer
161views Formal Methods» more  FM 1999»
14 years 1 months ago
On-the-Fly Controller Synthesis for Discrete and Dense-Time Systems
We present novel techniques for efficient controller synthesis for untimed and timed systems with respect to invariance and reachability properties. In the untimed case, we give al...
Stavros Tripakis, Karine Altisen
CEC
2010
IEEE
13 years 10 months ago
An analysis of massively distributed evolutionary algorithms
Computational science is placing new demands on optimization algorithms as the size of data sets and the computational complexity of scientific models continue to increase. As thes...
Travis J. Desell, David P. Anderson, Malik Magdon-...
ISPAN
1999
IEEE
14 years 1 months ago
Complete Exchange Algorithms in Wormhole-Routed Torus Networks: A Divide-and-Conquer Strategy
We present efficient all-to-all personalized communication algorithms for a 2D torus in wormhole-routed networks. Our complete exchange algorithm adopts divide-and-conquer approac...
Si-Gwan Kim, Seung Ryoul Maeng, Jung Wan Cho