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ADMA
2005
Springer
15 years 3 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...
ICIC
2005
Springer
15 years 3 months ago
2005
Springer
This paper proposes two methods which take advantage of k -mean clustering algorithm to decrease the number of support vectors (SVs) for the training of support vector machine (SVM...
ISMIS
2005
Springer
15 years 3 months ago
2005
Springer
Abstract. This paper centers on a novel data mining technique we term supervised clustering. Unlike traditional clustering, supervised clustering is applied to classified examples ...
IJCNLP
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. This paper proposes the use of Latent Semantic Indexing (LSI) techniques, decomposed with semi-discrete matrix decomposition (SDD) method, for text categorization. The SD...
MPC
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. Generic Programming deals with the construction of programs that can be applied to many dierent datatypes. This is achieved by parameterizing the generic programs by the...