150 search results - page 1 / 30 » Top 10 algorithms in data mining |
89
Voted
KAIS
2008
14 years 10 months ago
2008
This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM, Apriori, EM, Page...
109
Voted
DATAMINE
2006
14 years 10 months ago
2006
Frequent pattern mining on data streams is of interest recently. However, it is not easy for users to determine a proper frequency threshold. It is more reasonable to ask users to ...
92
Voted
ICDM
2003
IEEE
15 years 3 months ago
2003
IEEE
Sequential pattern mining has been studied extensively in data mining community. Most previous studies require the specification of a minimum support threshold to perform the min...
JCIT
2010
14 years 5 months ago
2010
Sequence mining is an important data mining task. In order to retrieve interesting sequences from a large database, a minimum support threshold is needed to be specified. Unfortun...
184
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VLDB
2007
ACM
15 years 10 months ago
2007
ACM
Market analysis is a representative data analysis process with many applications. In such an analysis, critical numerical measures, such as profit and sales, fluctuate over time a...