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ICANN
2001
Springer
15 years 7 months ago
Incremental Support Vector Machine Learning: A Local Approach
Abstract. In this paper, we propose and study a new on-line algorithm for learning a SVM based on Radial Basis Function Kernel: Local Incremental Learning of SVM or LISVM. Our meth...
Liva Ralaivola, Florence d'Alché-Buc
KDD
1997
ACM
104views Data Mining» more  KDD 1997»
15 years 7 months ago
An Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases
Efficient discover of association rules in large databases is a we 1 studied problem and several ap-1y proaches have been proposed. However, it is non trivial to maintain the asso...
Shiby Thomas, Sreenath Bodagala, Khaled Alsabti, S...
ADMA
2006
Springer
137views Data Mining» more  ADMA 2006»
15 years 6 months ago
SA-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases
Abstract. The issue of maintaining privacy in frequent itemset mining has attracted considerable attentions. In most of those works, only distorted data are available which may bri...
Jinlong Wang, Congfu Xu, Hongwei Dan, Yunhe Pan
EDO
2000
Springer
15 years 6 months ago
Distributed Proxy: A Design Pattern for the Incremental Development of Distributed Applications
Developing a distributed application is hard due to the complexity inherent to distributed communication. Moreover, distributed object communication technology is always changing,...
António Rito Silva, Francisco Assis Rosa, T...
AAAI
2008
15 years 5 months ago
Incremental Algorithms for Approximate Compilation
Compilation is an important approach to a range of inference problems, since it enables linear-time inference in the size S of the compiled representation. However, the main drawb...
Alberto Venturini, Gregory M. Provan