1969 search results - page 266 / 394 » Fuzzy sets in machine learning and data mining |
133
Voted
AUSAI
2003
Springer
15 years 10 months ago
2003
Springer
An important task in machine learning is determining which learning algorithm works best for a given data set. When the amount of data is small the same data needs to be used repea...
121
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ICML
2008
IEEE
16 years 5 months ago
2008
IEEE
A broad class of boosting algorithms can be interpreted as performing coordinate-wise gradient descent to minimize some potential function of the margins of a data set. This class...
147
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KDD
2009
ACM
15 years 11 months ago
2009
ACM
In this paper, we present a technique for visual analysis of documents based on the semantic representation of text in the form of a directed graph, referred to as semantic graph....
164
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CIKM
2008
Springer
15 years 6 months ago
2008
Springer
This paper describes a new method for providing recommendations tailored to a user's preferences using text mining techniques and online technical specifications of products....
146
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ICML
2008
IEEE
16 years 5 months ago
2008
IEEE
In this paper we study how to improve nearest neighbor classification by learning a Mahalanobis distance metric. We build on a recently proposed framework for distance metric lear...