129
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SDM
15 years 2 months ago
2003 SIAM 
The problem of finding clusters in data is challenging when clusters are of widely differing sizes, densities and shapes, and when the data contains large amounts of noise and out...
126
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SDM
15 years 2 months ago
2003 SIAM 
Conventional sequential pattern mining methods may meet inherent difficulties in mining databases with long sequences and noise. They may generate a huge number of short and trivi...
148
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SDM
15 years 2 months ago
2003 SIAM 
In this paper, we focus on mining periodic patterns allowing some degree of imperfection in the form of random replacement from a perfect periodic pattern. In InfoMiner+, we propo...
106
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SDM
15 years 2 months ago
2003 SIAM 
A labeled sequence data set related to a certain biological property is often biased and, therefore, does not completely capture its diversity in nature. To reduce this sampling b...
SDM
15 years 2 months ago
2003 SIAM 
A lack of power and extensibility in their query languages has seriously limited the generality of DBMSs and hampered their ability to support data mining applications. Thus, ther...
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Data Mining