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» Margin Distribution and Learning
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156
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DSS
2008
123views more  DSS 2008»
15 years 4 months ago
Delayed multiattribute product differentiation
We develop a two-stage model for versioning products with respect to both vertical and horizontal attributes. At first, a firm positions its top-quality "flagship" produ...
Thomas A. Weber
140
Voted
TEC
2008
115views more  TEC 2008»
15 years 4 months ago
Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction
An important strength of learning classifier systems (LCSs) lies in the combination of genetic optimization techniques with gradient-based approximation techniques. The chosen app...
Martin V. Butz, Pier Luca Lanzi, Stewart W. Wilson
CVPR
2008
IEEE
16 years 6 months ago
Hierarchical, learning-based automatic liver segmentation
In this paper we present a hierarchical, learning-based approach for automatic and accurate liver segmentation from 3D CT volumes. We target CT volumes that come from largely dive...
Haibin Ling, Shaohua Kevin Zhou, Yefeng Zheng, Bog...
115
Voted
ICML
2006
IEEE
16 years 5 months ago
Permutation invariant SVMs
We extend Support Vector Machines to input spaces that are sets by ensuring that the classifier is invariant to permutations of subelements within each input. Such permutations in...
Pannagadatta K. Shivaswamy, Tony Jebara
ICML
2006
IEEE
15 years 10 months ago
Predictive search distributions
Edwin V. Bonilla, Christopher K. I. Williams, Feli...