Acknowledgement
Supported by : 한국연구재단
References
- R. O. duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd Ed., Wiley-interscience, New York, 2001.
- J. Weng, Y. Zhang, and W. S. Hwang, "Candid covariance-free incremental principal component analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 25, No. 8, pp. 1034-1040, 2003. https://doi.org/10.1109/TPAMI.2003.1217609
- Y. Zhang, and J. Weing, "Convergence analysis of complementary candid incremental principal component analysis," Michigan State University, 2001.
- S. Pang, S. Ozawa, and N. Kasabov, "Incremental linear discriminant analysis for classification of data streams," IEEE transactions on Systems, Man, and Cybernetics, part B(Cybernetics), Vol. 35, No. 5, pp. 905-914, 2005. https://doi.org/10.1109/TSMCB.2005.847744
- R. K. Agrawal, and A. Chaudhary, "Modified incremental linear discriminant analysis for face recognition," Bharati Vidyapeeth's Institute of Computer Applications and Management, pp. 37, 2009.
- H. Zhao, and P. C. Yuen, "Incremental linear discriminant analysis for face recognition," IEEE Transactions on Systems, Man, and Cybernetics, Part B(Cybernetics), Vol. 38, No. 1, pp. 210-221, 2008. https://doi.org/10.1109/TSMCB.2007.908870
- L. P. Liu, Y. jiang, and Z. H. Zhou, "Least square incremental linear discriminant analysis," Data Mining, 2009. ICDM'09. Ninth IEEE International Conference on, pp. 298-306, 2009.
- Y. R. Yeh, and Y. C. F Wang, "A rank-one update method for least squares linear discriminant analysis with concept drift," Pattern recognition, Vol. 46, No. 5, pp. 1267-1276, 2013. https://doi.org/10.1016/j.patcog.2012.11.008
- J. Yan, B. Zhang, S. Yan, Q. Yang, H. Li, Z. Chen, W. Xi, W. Fan, W. Y. Ma, and Q. Cheng, "IMMC: incremental maximum margin criterion," proc. of the tenth ACM SIGKDD international conference on Knowledge discovery, and data minig, pp. 725-730, 2004.
- J. Yan, B. Zhang, N. Liu, S. Yan, Q. Cheng, W. Fan, Q. Yang, W. Xi, and Z. Chen, "Effective and efficient dimensionality reduction for large-scale and streaming data preprocessing," IEEE transactions on Knowledge and Data Engineering, Vol. 18, No. 3, pp. 320-333, 2006. https://doi.org/10.1109/TKDE.2006.45
- Q. Zeng, and G. Z. Li, "Incremental partial least squares analysis of big streaming data," Pattern Recognition, Vol. 47, No. 11, pp. 3726-3735, 2014. https://doi.org/10.1016/j.patcog.2014.05.022
- C. H. Park, and H. Park, "A relationship between linear discriminant analysis and the generalized minimum sqaured error solution," SIAM Journal on Matrix Analysis and Applications, Vol. 27, No. 2, pp. 474-492, 2005. https://doi.org/10.1137/040607599
- C. H. Park, "Application of adaptive incremental classifier for streaming data," Journal of KIISE, Vol. 43, No. 12, pp. 1396-1403, 2016. https://doi.org/10.5626/JOK.2016.43.12.1396
- W. Hager, "Updating the inverse of a matrix," SIAM review, Vol. 31, No. 2, pp. 221-239, 1989. https://doi.org/10.1137/1031049
- http://www.cs.waikato.ac.nz/ml/weka
- UCI machine learning repository
- http://people.csail.mit.edu/jrennie/20Newsgroups