2065 search results - page 77 / 413 » Techniques of Cluster Algorithms in Data Mining |
143
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CORR
2010
Springer
15 years 1 months ago
2010
Springer
Data mining is the task of discovering interesting patterns from large amounts of data. There are many data mining tasks, such as classification, clustering, association rule mini...
103
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ICDM
2005
IEEE
15 years 7 months ago
2005
IEEE
Sampling has been recognized as an important technique to improve the efficiency of clustering. However, with sampling applied, those points which are not sampled will not have t...
102
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PAKDD
2004
ACM
15 years 7 months ago
2004
ACM
Abstract. In the context of mining frequent itemsets, numerous strategies have been proposed to push several types of constraints within the most well known algorithms. In this pap...
111
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ICDM
2006
IEEE
15 years 7 months ago
2006
IEEE
Clustering is ill-defined. Unlike supervised learning where labels lead to crisp performance criteria such as accuracy and squared error, clustering quality depends on how the cl...
126
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ICDM
2008
IEEE
15 years 8 months ago
2008
IEEE
Nonnegative matrix factorization (NMF) is a versatile model for data clustering. In this paper, we propose several NMF inspired algorithms to solve different data mining problems....