2277 search results - page 173 / 456 » Clustering by pattern similarity in large data sets |
208
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WAW
2004
Springer
15 years 12 months ago
2004
Springer
We develop an algorithm to detect community structure in complex networks. The algorithm is based on spectral methods and takes into account weights and links orientations. Since t...
219
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ADBIS
2007
Springer
16 years 22 days ago
2007
Springer
The method of self-organizing maps (SOM) is a method of exploratory data analysis used for clustering and projecting multi-dimensional data into a lower-dimensional space to reveal...
152
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SSPR
2004
Springer
15 years 12 months ago
2004
Springer
Most machine learning algorithms are designed either for supervised or for unsupervised learning, notably classification and clustering. Practical problems in bioinformatics and i...
187
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MMM
2008
Springer
16 years 28 days ago
2008
Springer
In modern multimedia databases, objects can be represented by a large variety of feature representations. In order to employ all available information in a best possible way, a joi...
199
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CVPR
2010
IEEE
16 years 2 months ago
2010
IEEE
Searching approximate nearest neighbors in large scale high dimensional data set has been a challenging problem. This paper presents a novel and fast algorithm for learning binary...