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171
Voted
Book
"Cluster analysis is an important technique in the rapidly growing field known as exploratory data analysis and is being applied in a variety of engineering and scientific dis...
122
Voted
CORR
2007
Springer
15 years 18 days ago
2007
Springer
In recent years, spectral clustering has become one of the most popular modern clustering algorithms. It is simple to implement, can be solved efficiently by standard linear algeb...
81
Voted
ENTCS
2011
14 years 7 months ago
2011
Abstract—We present elements of quantum circuits translations from the (standard) network or circuit model to the one-way one. We present a translation scheme, give an account of...
113
Voted
NIPS
2008
15 years 2 months ago
2008
We introduce a family of unsupervised algorithms, numerical taxonomy clustering, to simultaneously cluster data, and to learn a taxonomy that encodes the relationship between the ...
107
Voted
ICCS
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. We consider a physical model of ultrafast evolution of an initial electron distribution in a quantum wire. The electron evolution is described by a quantum-kinetic equati...