Generating Association Rules bases on The K-means Algorithm

Tóm tắt:

Data mining is applied in many areas of life, such as statistics, artificial intelligence, databases, algorithms, parallel computing, knowledge gathering for expert systems, observation data, detection of association rules to support event predicting based router log and others. This paper is focused on analyzing the K-means algorithm, clustering on a data set of Cisco router log, and generating association rules from the clusters.

Tác giả: Tran Cong Hung, Nguyen Van Hoa

Từ khóa: Association rules, Clustering Algorithm, Data Mining, K-means, Router Logs

Tạp chí: Cyber Journals: Multidisciplinary Journals in Science and Technology, Journal of Selected Areas in Telecommunications (JSAT), December Edition, 2013 Volume 3, Issue 12

Chỉ số: ISSN: 1925-2676

Link tải: https://tranconghung.com/File_Upload/Newspaper/52_Paper%20Cyberjournal%20chinh%20thuc%20Canada_14012014.pdf