335 search results - page 11 / 67 » A Model of User-Oriented Reduct Construction for Machine Lea... |
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IJCNN
2007
IEEE
15 years 3 months ago
2007
IEEE
Abstract— The optimal model parameters of a kernel machine are typically given by the solution of a convex optimisation problem with a single global optimum. Obtaining the best p...
107
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NN
2010
Springer
14 years 4 months ago
2010
Springer
Kernelized LASSO (Least Absolute Selection and Shrinkage Operator) has been investigated in two separate recent papers (Gao et al., 2008) and (Wang et al., 2007). This paper is co...
71
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WWW
2007
ACM
15 years 10 months ago
2007
ACM
The Biased Minimax Probability Machine (BMPM) constructs a classifier which deals with the imbalanced learning tasks. In this paper, we propose a Second Order Cone Programming (SO...
ML
2000
ACM
14 years 9 months ago
2000
ACM
We present an approach to inductive concept learning using multiple models for time series. Our objective is to improve the efficiency and accuracy of concept learning by decomposi...
ECTEL
2006
Springer
15 years 1 months ago
2006
Springer
In this work informal learning theories and practices and social networking features are taken as starting points to build a reference collaboration model to support collaborative ...