3949 search results - page 52 / 790 » Machine Learning and Data Mining |
SDM
2010
SIAM
14 years 7 months ago
2010
SIAM
The recent years have witnessed a surge of interests in Nonnegative Matrix Factorization (NMF) in data mining and machine learning fields. Despite its elegant theory and empirical...
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POPL
2002
ACM
15 years 10 months ago
2002
ACM
Program verification is a promising approach to improving program quality, because it can search all possible program executions for specific errors. However, the need to formally...
ICDM
2005
IEEE
15 years 3 months ago
2005
IEEE
Record linkage is the process of determining that two records refer to the same entity. A key subprocess is evaluating how well the individual fields, or attributes, of the recor...
ICML
2002
IEEE
15 years 10 months ago
2002
IEEE
Semi-structured data such as XML and HTML is attracting considerable attention. It is important to develop various kinds of data mining techniques that can handle semistructured d...
ML
2006
ACM
14 years 9 months ago
2006
ACM
Abstract XML documents have recently become ubiquitous because of their varied applicability in a number of applications. Classification is an important problem in the data mining ...