329 search results - page 16 / 66 » Dimensionality Reduction for Text using Domain Knowledge |
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ICDM
2002
IEEE
15 years 2 months ago
2002
IEEE
Current Data Mining techniques usually do not have a mechanism to automatically infer semantic features inherent in the data being “mined”. The semantics are either injected i...
ICML
2000
IEEE
15 years 10 months ago
2000
IEEE
This paper explores in detail the use of Error Correcting Output Coding (ECOC) for learning text classifiers. We show that the accuracy of a Naive Bayes Classifier over text class...
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ISMIS
2011
Springer
14 years 11 days ago
2011
Springer
Text categorisation relies heavily on feature selection. Both the possible reduction in dimensionality as well as improvements in classification performance are highly desirable. ...
LREC
2008
14 years 11 months ago
2008
We describe the process of converting plain text cultural heritage data to elements of a domain-specific knowledge base, using general machine learning techniques. First, digitise...
ASPDAC
1995
ACM
15 years 1 months ago
1995
ACM
Most existing high-level synthesis(HLS) systems attempt to generate a circuit from a behavioral description \out of the void", using the entire design space as the search dom...