2206 search results - page 187 / 442 » Using Classification to Generate Text |
102
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ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
We address feature selection problems for classification of small samples and high dimensionality. A practical example is microarray-based cancer classification problems, where sa...
CORR
2006
Springer
15 years 1 months ago
2006
Springer
In this article, we describe a new method of extracting information from signals, called functional dissipation, that proves to be very effective for enhancing classification of h...
ICIP
2003
IEEE
16 years 3 months ago
2003
IEEE
Recently developed optical inspection tools provide images from the inside of natural gas pipelines to monitor pipeline integrity. The vast amounts of data generated prohibits hum...
113
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IBPRIA
2007
Springer
15 years 5 months ago
2007
Springer
Random forest is a collection (ensemble) of decision trees. It is a popular ensemble technique in pattern recognition. In this article, we apply random forest for cancer classifica...
140
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TFS
2008
15 years 1 months ago
2008
Abstract--This paper considers the automatic design of fuzzyrule-based classification systems from labeled data. The performance of classifiers and the interpretability of generate...