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154
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ICDM
2006
IEEE
16 years 16 days ago
2006
IEEE
Classification of data with imbalanced class distribution has posed a significant drawback of the performance attainable by most standard classifier learning algorithms, which ...
158
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CP
2004
Springer
15 years 12 months ago
2004
Springer
Constraint programming is rapidly becoming the technology of choice for modeling and solving complex combinatorial problems. However, users of constraint programming technology nee...
175
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CP
2000
Springer
15 years 11 months ago
2000
Springer
Combinatorial problems can be efficiently tackled with constraint programming systems. The main tasks of the development of a constraint-based application are modeling the proble...
183
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SODA
2008
ACM
15 years 8 months ago
2008
ACM
Local ratio is a well-known paradigm for designing approximation algorithms for combinatorial optimization problems. At a very high level, a local-ratio algorithm first decomposes ...
186
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AIPS
2003
15 years 8 months ago
2003
Symmetries are inherent in systems that consist of several interchangeable objects or components. When reasoning about such systems, big computational savings can be obtained if t...