2711 search results - page 119 / 543 » Convergence of the Wake-Sleep Algorithm |
163
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GECCO
2007
Springer
15 years 10 months ago
2007
Springer
This paper introduces a method for clustering complex and linearly non-separable datasets, without any prior knowledge of the number of naturally occurring clusters. The proposed ...
118
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ICDM
2006
IEEE
15 years 10 months ago
2006
IEEE
The k-means algorithm is a popular clustering method used in many different fields of computer science, such as data mining, machine learning and information retrieval. However, ...
153
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EMO
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. The hypervolume measure is one of the most frequently applied measures for comparing the results of evolutionary multiobjective optimization algorithms (EMOA). The idea t...
122
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GECCO
2005
Springer
15 years 9 months ago
2005
Springer
Estimation of distribution algorithms (EDAs) try to solve an optimization problem by finding a probability distribution focussed around its optima. For this purpose they conduct ...
124
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GECCO
2004
Springer
15 years 9 months ago
2004
Springer
When applied to real-world problems, the powerful optimization tool of Evolutionary Algorithms frequently turns out to be too time-consuming due to elaborate fitness calculations t...