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» Algorithmic approaches to training Support Vector Machines: ...
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MST
2008
86views more  MST 2008»
13 years 5 months ago
Provably Fast Training Algorithms for Support Vector Machines
José L. Balcázar, Yang Dai, Junichi ...
WADS
2001
Springer
80views Algorithms» more  WADS 2001»
13 years 9 months ago
Optimization over Zonotopes and Training Support Vector Machines
Marshall W. Bern, David Eppstein
VLDB
2007
ACM
164views Database» more  VLDB 2007»
14 years 5 months ago
A new intrusion detection system using support vector machines and hierarchical clustering
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...
Latifur Khan, Mamoun Awad, Bhavani M. Thuraisingha...
ICDM
2002
IEEE
133views Data Mining» more  ICDM 2002»
13 years 10 months ago
Learning with Progressive Transductive Support Vector Machine
Support vector machine (SVM) is a new learning method developed in recent years based on the foundations of statistical learning theory. By taking a transductive approach instead ...
Yisong Chen, Guoping Wang, Shihai Dong