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NIPS
2001
13 years 10 months ago
An Efficient Clustering Algorithm Using Stochastic Association Model and Its Implementation Using Nanostructures
This paper describes a clustering algorithm for vector quantizers using a "stochastic association model". It offers a new simple and powerful softmax adaptation rule. Th...
Takashi Morie, Tomohiro Matsuura, Makoto Nagata, A...
TSMC
2008
114views more  TSMC 2008»
13 years 8 months ago
Alpha-Cut Implemented Fuzzy Clustering Algorithms and Switching Regressions
In the fuzzy c-means (FCM) clustering algorithm,
Miin-Shen Yang, Kuo-Lung Wu, June-Nan Hsieh, Jian ...
CLUSTER
2007
IEEE
14 years 3 months ago
Sequential and parallel implementation of a constraint-based algorithm for searching protein structures
— Data mining in biological structure libraries can be a powerful tool to better understand biochemical processes. This article introduces the LISA algorithm which enables the re...
Sascha Hunold, Thomas Rauber, Georg Wille
ICDM
2007
IEEE
149views Data Mining» more  ICDM 2007»
14 years 3 months ago
Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization
Consensus clustering and semi-supervised clustering are important extensions of the standard clustering paradigm. Consensus clustering (also known as aggregation of clustering) ca...
Tao Li, Chris H. Q. Ding, Michael I. Jordan
OOPSLA
2001
Springer
14 years 1 months ago
Jiazzi: New-Age Components for Old-Fashioned Java
We present Jiazzi, a system that enables the construction of largescale binary components in Java. Jiazzi components can be thought of as generalizations of Java packages with add...
Sean McDirmid, Matthew Flatt, Wilson C. Hsieh