Support Vector Ordinal Regression

342 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

Learning (predictive) risk scores in the presence of censoring due to interventions (2015, neutral): “In these cases, ordinal regression based approaches have been developed for ranking (Herbrich et al, 1999; Chu and Keerthi, 2007).”
Ordinal Regression Methods: Survey and Experimental Study (2016, background): “…research [5]–[11], age estimation [12], brain computer interface [13], credit rating [14]–[17], econo-metric modelling [18], face recognition [19]–[21], facial beauty assessment [22], image classiﬁcation [23], wind speed prediction [24], social sciences [25], text classiﬁcation [26], and more.”
Optimization Models for Machine Learning: A Survey (2019, background): “Following [68], the associated SVM formulation is”