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212
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SSD
1999
Springer
197views Database» more  SSD 1999»
15 years 9 months ago
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
Classification is one of the basic tasks of data mining in modern database applications including molecular biology, astronomy, mechanical engineering, medical imaging or meteorolo...
Mihael Ankerst, Gabi Kastenmüller, Hans-Peter...
COCO
2007
Springer
111views Algorithms» more  COCO 2007»
15 years 8 months ago
Efficient Arguments without Short PCPs
Current constructions of efficient argument systems combine a short (polynomial size) PCP with a cryptographic hashing technique. We suggest an alternative approach for this probl...
Yuval Ishai, Eyal Kushilevitz, Rafail Ostrovsky
ECML
2004
Springer
15 years 8 months ago
Efficient Hyperkernel Learning Using Second-Order Cone Programming
The kernel function plays a central role in kernel methods. Most existing methods can only adapt the kernel parameters or the kernel matrix based on empirical data. Recently, Ong e...
Ivor W. Tsang, James T. Kwok
GECCO
2006
Springer
171views Optimization» more  GECCO 2006»
15 years 8 months ago
Evolving ensemble of classifiers in random subspace
Various methods for ensemble selection and classifier combination have been designed to optimize the results of ensembles of classifiers. Genetic algorithm (GA) which uses the div...
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souz...
149
Voted
ICCAD
1995
IEEE
127views Hardware» more  ICCAD 1995»
15 years 8 months ago
Hybrid decision diagrams
Abstract: Functions that map boolean vectors into the integers are important for the design and veri cation of arithmetic circuits. MTBDDs and BMDs have been proposed for represent...
Edmund M. Clarke, Masahiro Fujita, Xudong Zhao