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» A New Support Vector Machine for Data Mining
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ADMA
2005
Springer
149views Data Mining» more  ADMA 2005»
15 years 10 months ago
A New Support Vector Machine for Data Mining
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...
Haoran Zhang, Xiaodong Wang, Changjiang Zhang, Xiu...
139
Voted
PKDD
2009
Springer
132views Data Mining» more  PKDD 2009»
15 years 11 months ago
Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines
Sangkyun Lee, Stephen J. Wright
119
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KDD
2000
ACM
137views Data Mining» more  KDD 2000»
15 years 8 months ago
Alpha seeding for support vector machines
Dennis DeCoste, Kiri Wagstaff
VLDB
2007
ACM
164views Database» more  VLDB 2007»
16 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...