A near-optimal centroids initialization in K-means algorithm using bees algorithm

• Main Authors: Mahmuddin, Massudi, Yusof, Yuhanis
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2009
• 主題: QA76 Computer software
• 在線閱讀: http://repo.uum.edu.my/13501/1/PID98.pdf; http://repo.uum.edu.my/13501/; http://www.icoci.cms.net.my

The K-mean algorithm is one of the popular clustering techniques.The algorithm requires user to state and initialize centroid values of each group in advance. This creates problem for novice users especially to those who have no or little knowledge on the data.Trial-error attempt might be one of the...