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» Collaborative ordinal regression

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ALT
2006
Springer

137views Machine Learning» more ALT 2006»

Large-Margin Thresholded Ensembles for Ordinal Regression: Theory and Practice

14 years 3 months ago

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Abstract. We propose a thresholded ensemble model for ordinal regression problems. The model consists of a weighted ensemble of conﬁdence functions and an ordered vector of thres...

Hsuan-Tien Lin, Ling Li

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ICDM
2006
IEEE

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Minimum Enclosing Spheres Formulations for Support Vector Ordinal Regression

14 years 22 days ago

Download www.gatsby.ucl.ac.uk

We present two new support vector approaches for ordinal regression. These approaches ﬁnd the concentric spheres with minimum volume that contain most of the training samples. B...

Shirish Krishnaj Shevade, Wei Chu

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EOR
2008

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Ordinal regression revisited: Multiple criteria ranking using a set of additive value functions

13 years 6 months ago

Download www.lamsade.dauphine.fr

We present a new method, called UTAGMS , for multiple criteria ranking of alternatives from set A using a set of additive value functions which result from an ordinal regression. ...

Salvatore Greco, Vincent Mousseau, Roman Slowinski

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ALT
2008
Springer

93views Machine Learning» more ALT 2008»

Generalization Bounds for Some Ordinal Regression Algorithms

13 years 8 months ago