4660 search results - page 629 / 932 » Learning from imperfect data |
121
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IIIX
2006
ACM
15 years 6 months ago
2006
ACM
Abstract. Use of document genre in information retrieval systems has the potential to improve the task-appropriateness of results. However, genre classification remains a challengi...
103
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ILP
2005
Springer
15 years 6 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...
104
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ROBOCUP
2005
Springer
15 years 6 months ago
2005
Springer
Color calibration is a time-consuming, and therefore costly requirement for most robot teams at RoboCup. This paper presents an approach for autonomous color learning on-board a mo...
75
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KES
2004
Springer
15 years 6 months ago
2004
Springer
Leveraging the potential power of even small handheld devices able to communicate wirelessly requires dedicated support. In particular, collaborative applications need sophisticate...
115
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PPSN
2004
Springer
15 years 6 months ago
2004
Springer
Bayesian networks (BN) constitute a useful tool to model the joint distribution of a set of random variables of interest. To deal with the problem of learning sensible BN models fr...