Wensen An  , Yanguang Sun  , 
    PKSVR: A Novel Prior Knowledge-based Support Vector Regression,
    Asian Journal of Information Technology,
    Volume 4,Issue 11,
    2005,
    Pages 978-980,
    ISSN 1682-3915,
    ajit.2005.978.980,
    (https://makhillpublications.co/view-article.php?doi=ajit.2005.978.980)
    Abstract: Standard formulation of support vector regression is first introduced, and then a modification of classical support vector regression is discussed detailedly by incorporating prior knowledge in the form of inequalities to be satisfied by the desired regression function as a means of compensating for a shortage of training data. Experimental result shows that the proposed method can significantly improve the performance of support vector regression.
    Keywords: Prior knowledge;support vector regression;support vector machines