3413 search results - page 1 / 683 » New Support Vector Algorithms |
NIPS
1998
13 years 6 months ago
1998
A new algorithm for Support Vector regression is described. For a priori chosen , it automatically adjusts a flexible tube of minimal radius to the data such that at most a fracti...
NECO
2000
13 years 4 months ago
2000
ADMA
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. This paper proposes a new support vector machine (SVM) with a robust loss function for data mining. Its dual optimal formation is also constructed. A gradient based algor...
VLDB
2007
ACM
14 years 5 months ago
2007
ACM
Whenever an intrusion occurs, the security and value of a computer system is compromised. Network-based attacks make it difficult for legitimate users to access various network ser...
ICML
2005
IEEE
14 years 5 months ago
2005
IEEE
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 ...