Applying neural network ensembles for clustering of GPS satellites

International Journal of Geoinformatics

Volumn 7, Issue 3, 2011, Pages 7-14

  Mosavi, M R ^a   Azami, E L ^b  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

^b NONE

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COMPUTER SIMULATION; GENETIC ALGORITHM; GPS; POSITIONING;

EID: 84877579086     PISSN: 16866576     EISSN: 26730014     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. Chen, M., and Yao, Z., 2008, Classification Techniques of Neural Networks using Improved Genetic Algorithms, IEEE Conference on Genetic and Evolutionary Computing, 115-119.
2. Dudoit, S., and Fridlyand, J., 2003, Bagging to Improve the Accuracy of a Clustering Procedure, Oxford Journals of Life Sciences Mathematics and Physical Sciences, Bioinformatics, Vol. 19, No.9,1090-1099.
3. Doong, S. H., 2009, A Closed-Form Formula for GPS GDOP Computation, Journal of GPS Solutions, VoL13, No.3,183-190.
4. Freun, Y., and Schapire, R., 1995, A Decision-Theoretic Generalization of On-line Learning and an Application to Boosting, Second European Conference on Computational Learning Theory, 23-37.
5. Jwo, D. J., and Lai, C. C., 2007, Neural Network-based GPS GDOP Approximation and Classification, Journal of GPS Solutions, Vol. 11, No.1, 51-60.
6. Masson, M. H., and Denoeux, T., 2009, Belief Functions and Cluster Ensembles, Lecture Notes in Computer Science, Vol.5590,323-334.
7. Mohammadi, M., Alizadeh, H., and Minaei-Bidgoli, B., 2008, Neural Network Ensembles using Clustering Ensemble and Genetic Algorithm, IEEE Conference on Convergence and Hybrid Information Technology, 761-766.
8. Mosavi, M. R., 2007a, Precise Real-Time Positioning with a Low Cost GPS Engine using Neural Networks, Journal of Survey Review, Vol.39, No.306,316-327.
9. Mosavi, M. R., 2007b, GPS Receivers Timing Data Processing using Neural Networks: Optimal Estimation and Errors Modeling, Journal of Neural Systems, Vol.17, No.5,383-393.
10. Parvin, H., Alizadeh, H., and Minaei-Bidgoli, B., 2009, Using Clustering for Generating Diversity in Classifier Ensemble, Journal of Digital Content Technology and Its Applications, Vol.3, No.1, 51-57.
11. Ru, N., and Jianhua, Y., 2008, A GA and Particle Swarm Optimization based Hybrid Algorithm, IEEE Congress on Computational Intelligence, 1047-1050,2008.
12. Topchy, A., Minaei-Bidgoli, B., Jain, A. K., and Punch, W. F., 2004, Adaptive Clustering Ensembles, IEEE Conference on Pattern Recognition, Vol.1, 272-275.
13. Webb, G. I., and Zheng, Z., 2004, Multistrategy Ensemble Learning: Reducing Error by Combining Ensemble Learning Techniques, IEEE Transaction on Knowledge and Data Engineering, Vol. 16, No.8,980-991.
14. Yarlagadda, R, Ali, I., Al-Dhahir, N., and Hershey, J., 2000, GPS GDOP Metric, IEE Proc.-Radar, Sonar Navig., Vol.147, No.5,259-264,.
15. Zhi-Gang, G., and Nan-Feng, X, 2009, A New Ensemble Learning Algorithm Based on Improved K-Means for Training Neural Network Ensembles, Second International Symposium on Intelligent Information Technology and Security Informatics, 8-11.
16. Zirari, S., Canalda, P., and Spies, F., 2009, Modelling and Emulation of an Extended GDOP for Hybrid and Combined Positioning System, European Navigation Conference-Global Navigation Satellite Systems, Italy, May.