259 search results - page 11 / 52 » Advances in decision tree construction |
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ICDE
2009
IEEE
15 years 11 months ago
2009
IEEE
Traditional decision tree classifiers work with data whose values are known and precise. We extend such classifiers to handle data with uncertain information, which originates from...
BIBM
2008
IEEE
15 years 4 months ago
2008
IEEE
— Protein sequence motifs information is crucial to the analysis of biologically significant regions. The conserved regions have the potential to determine the role of the protei...
LCPC
2004
Springer
15 years 2 months ago
2004
Springer
Abstract. Branch predictors are associated with critical design issues for nowadays instruction greedy processors. We study two important domains where the optimization of decision...
KDD
2000
ACM
15 years 1 months ago
2000
ACM
Decision trees have been successfully used for the task of classification. However, state-of-the-art algorithms do not incorporate the user in the tree construction process. This ...
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ILP
2005
Springer
15 years 3 months ago
2005
Springer
Abstract. This paper is concerned with generalization issues for a decision tree learner for structured data called Alkemy. Motivated by error bounds established in statistical lea...