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» Problems and results in extremal combinatorics - II
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NECO
2007
95views more  NECO 2007»
13 years 7 months ago
Support Vector Ordinal Regression
In this paper, we propose two new support vector approaches for ordinal regression, which optimize multiple thresholds to define parallel discriminant hyperplanes for the ordinal...
Wei Chu, S. Sathiya Keerthi
IBPRIA
2007
Springer
14 years 2 months ago
Parsimonious Kernel Fisher Discrimination
Abstract. By applying recent results in optimization transfer, a new algorithm for kernel Fisher Discriminant Analysis is provided that makes use of a non-smooth penalty on the coe...
Kitsuchart Pasupa, Robert F. Harrison, Peter Wille...
ICMCS
2006
IEEE
166views Multimedia» more  ICMCS 2006»
14 years 2 months ago
User-Assisted Image Classification on Personal Photo Collections
Image classification on personal photo collections can be extremely useful to various management tasks. However, there is little progress made forwarding it due to (1) lack of tr...
Wei-Ta Chen, Ying-Hsiang Wen, Ming-Syan Chen
WSC
1997
13 years 9 months ago
Efficient Simulation of Multiclass Queueing Networks
General multiclass queueing systems are extremely difficult to analyze. A great deal of effort has been devoted to examining the question of stability and performance of such net...
Shane G. Henderson, Sean P. Meyn
JDWM
2008
90views more  JDWM 2008»
13 years 8 months ago
Overview of PAKDD Competition 2007
The PAKDD Competition 2007 involved the problem of predicting customers'propensity to take up a home loanwhenacollectionofdatafromcreditcardusersareprovided.Itisratherdifficu...
Junping Zhang, Guo-Zheng Li