1034 search results - page 165 / 207 » A Bayesian Metric for Evaluating Machine Learning Algorithms |
117
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ICDCS
2002
IEEE
15 years 5 months ago
2002
IEEE
Data mining systems aim to discover patterns and extract useful information from facts recorded in databases. A widely adopted approach is to apply machine learning algorithms to ...
109
Voted
ACMSE
2006
ACM
15 years 6 months ago
2006
ACM
Computing reliable gene expression levels from microarray experiments is a sophisticated process with many potential pitfalls. Quality control is one of the most important steps i...
67
Voted
GECCO
2006
Springer
15 years 4 months ago
2006
Springer
Automatically assessing the value of bioavailability from the chemical structure of a molecule is a very important issue in biomedicine and pharmacology. In this paper, we present...
131
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ADMA
2010
Springer
14 years 7 months ago
2010
Springer
We introduce a novel approach to incremental e-mail categorization based on identifying and exploiting "clumps" of messages that are classified similarly. Clumping reflec...
117
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JAIR
1998
15 years 3 days ago
1998
This paper introduces AntNet, a novel approach to the adaptive learning of routing tables in communications networks. AntNet is a distributed, mobile agents based Monte Carlo syst...