TY  - JOUR
T1  - PKSVR: A Novel Prior Knowledge-based Support Vector Regression
AU - , Wensen An AU - , Yanguang Sun 
JO  - Asian Journal of Information Technology
VL  - 4
IS  - 11
SP  - 978
EP  - 980
PY  - 2005
DA  - 2001/08/19
SN  - 1682-3915
DO  - ajit.2005.978.980
UR  - https://makhillpublications.co/view-article.php?doi=ajit.2005.978.980
KW  - Prior knowledge
KW  -support vector regression
KW  -support vector machines
AB  - 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.
ER  -