1025 search results - page 13 / 205 » Constraint Programming for Data Mining and Machine Learning |
130
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KDD
1998
ACM
15 years 6 months ago
1998
ACM
Learning to predict rare events from sequences of events with categorical features is an important, real-world, problem that existing statistical and machine learning methods are ...
154
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SDM
2011
SIAM
14 years 4 months ago
2011
SIAM
In many real world prediction problems the output is a structured object like a sequence or a tree or a graph. Such problems range from natural language processing to computationa...
126
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KDD
2005
ACM
16 years 2 months ago
2005
ACM
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of non-overlapping rules that, unlike...
CORR
2010
Springer
15 years 1 months ago
2010
Springer
Programs to solve so-called constraint problems are complex pieces of software which require many design decisions to be made more or less arbitrarily by the implementer. These dec...
124
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KDD
2007
ACM
16 years 2 months ago
2007
ACM
Accurate localization of mobile objects is a major research problem in sensor networks and an important data mining application. Specifically, the localization problem is to deter...