M. H. Dunham. Data Mining: Introductory and Advanced Topics. Prentice-Hall, Upper Saddle River, NJ, 2003.  Home/Search Document Not in Database Summary Related Articles Check |
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FS-Miner: An Efficient and Incremental System to Mine . . . - El-Sayed, Rundensteiner.. (Correct)
....(references) organized typically into sessions. These techniques are part of what is called web usage mining. In web usage mining many types of patterns can be discovered including association rule patterns and traversal patterns. These patterns can be classified based on four main features [2]: Whether or not the order of page references in a pattern matters. Whether or not duplicate page references (backward traversal or page refresh reload) are allowed. Whether patterns must consist of contiguous page references or they can have gaps. Whether or not only maximal patterns are ....
....In this paper we are particularly interested in web usage mining for the purpose of extracting frequent sequence patterns that can be used for pre fetching and caching. For pre fetching and caching, knowledge of such ordered contiguous page references is useful for predicting future references [2]. Furthermore, knowledge of frequent backward traversal is useful for improving the design of web pages [2] In other words we are interested in mining for traversal patterns, where traversal patterns are defined to be sequences with duplicates as well as consecutive ordering between page ....
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M. H. Dunham. Data Mining: Introductory and Advanced Topics. Prentice Hall, 2003. 2O
Journal of Machine Learning Research 7 (2006) 919--943.. - Pitfalls Remedies And (Correct)
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M. H. Dunham. Data Mining: Introductory and Advanced Topics. Prentice-Hall, Upper Saddle River, NJ, 2003.
Utility based Data Mining for Time Series Analysis - - Cost-Sensitive Learning For (Correct)
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M. H. Dunham, Data mining: introductory and advanced topics. Upper Saddle River, NJ: Prentice Hall, 2003.
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M.H. Dunham, Data Mining: Introductory and Advanced Topics, Prentice Hall, 2002.
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M.H. Dunham, Data Mining: Introductory and Advanced Topics, Prentice Hall, 2002.
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