1577 search results - page 149 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
180
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MSR
2006
ACM
15 years 7 months ago
2006
ACM
With the advent of open source software repositories the data available for defect prediction in source files increased tremendously. Although traditional statistics turned out t...
101
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ICDM
2007
IEEE
15 years 8 months ago
2007
IEEE
Constrained pattern mining extracts patterns based on their individual merit. Usually this results in far more patterns than a human expert or a machine learning technique could m...
115
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KDD
2006
ACM
16 years 2 months ago
2006
ACM
Measuring distance or some other form of proximity between objects is a standard data mining tool. Connection subgraphs were recently proposed as a way to demonstrate proximity be...
112
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KDD
2004
ACM
16 years 2 months ago
2004
ACM
Detection of near duplicate documents is an important problem in many data mining and information filtering applications. When faced with massive quantities of data, traditional d...
KDD
2006
ACM
16 years 2 months ago
2006
ACM
We study the mining of interesting patterns in the presence of numerical attributes. Instead of the usual discretization methods, we propose the use of rank based measures to scor...