A GPS location data clustering approach based on a niche genetic algorithm and hybrid K-means-Reference-Cited by-同舟云学术

A GPS location data clustering approach based on a niche genetic algorithm and hybrid K-means

Published:2019-06-27 Issue: Volume:23 Page:175-198
ISSN:1088-467X
Container-title:Intelligent Data Analysis
language:
Short-container-title:IDA

Author:

Ma Hongjiang¹,Zhou Xiangbing²³

Affiliation:

1. School of Computer Science, Chengdu University of Information Technology, Chengdu, Sichuan 610225, China

2. School of Information and Engineering, Sichuan Tourism University, Chengdu, Sichuan 610100, China

3. School of Mathematics and Computer Science, Aba Teachers University, Wenchuan, Sichuan 623002, China

Publisher

IOS Press

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Theoretical Computer Science

Reference62 articles.

1. M. Abido, A niched Pareto genetic algorithm for multiobjective environmental/economic dispatch, Int. J. Elec. Rower 25 (2003), 97–105.

2. M.J. Abul Hasan and S. Ramakrishnan, A survey: hybrid evolutionary algorithms for cluster analysis, Artificial Intelligence Review 36 (2011), 179–204.

3. L. Agustı, S. Salcedo-Sanz, S. Jiménez-Fernández, L. Carro-Calvo, J. Del Ser and J.A. Portilla-Figueras, A new grouping genetic algorithm for clustering problems, Expert Syst. Appl 39 (2012), 9695–9703.

4. M.-I. Akodjènou-Jeannin, K. Salamatian and P. Gallinari, Flexible grid-based clustering, in: Proceedings of the European Conference on Principles of Data Mining and Knowledge Discovery, Springer, 2007, pp. 350–357.

5. D. Arthur and S. Vassilvitskii, k-means++: The advantages of careful seeding, in: Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, Society for Industrial and Applied Mathematics, 2007, pp. 1027–1035.

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