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ADMA
14 years 11 months ago
2005 Springer 
Web transaction data between web visitors and web functionalities usually convey users’ task-oriented behavior patterns. Clustering web transactions, thus, may capture such infor...
ADMA
2005 Springer Parallel Genetic Algorithm and Parallel Simulated Annealing Algorithm for the Closest String Problem
15 years 2 months ago
In this paper, we design genetic algorithm and simulated annealing algorithm and their parallel versions to solve the Closest String problem. Our implementation and experiments sho...
ADMA
15 years 2 months ago
2005 Springer
Accurate probability-based ranking of instances is crucial in many real-world data mining applications. KNN (k-nearest neighbor) [1] has been intensively studied as an effective c...
ADMA
15 years 2 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...
ADMA
15 years 2 months ago
2005 Springer
In real-world data mining applications, an accurate ranking is same important to a accurate classification. Naive Bayes (simply NB) has been widely used in data mining as a simple...
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Data Mining