1 |
N. O. Andrews, E. A. Fox, "Recent Developments in Document Clustering," Technical Report TR-07-35, Computer Science, Virginia Tech, 2007.
|
2 |
S. Scott, S. Matwin, "Text Classification Using WordNet Hypernyms," Proceeding of Workshop on Usage of WordNet in Natural Language Processing Systems, pp. 38-44, 1998.
|
3 |
M. Buenaga, J. M. Gomez-Hidalgo, B. Diaz-Agudo, "Using WordNet to Complement Training Information in Text Categorization," Recent Advances in Natural Language Processing, pp. 150-157, 1997.
|
4 |
T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning, Data Mining, Inference, and Prediction, Springer, 2001.
|
5 |
T. W. S. Chow, M. K. M. Rahman, "Multilayer SOM With Tree-Structured Data for Efficient Document Retrieval and Plagiarism Detection," IEEE Transactions on Neural Networks, vol. 20, no. 9, pp. 1385-1402.
|
6 |
T. Kohonen, S. Kaski, K. Lagus, J. Salojärvi, J. Honkela, V. Paatero, A. Saarela, "Self Organization of a Massive Document Collection," IEEE Transactions on Neural Networks, vol. 11, no. 3, pp. 574-585, 2000.
DOI
|
7 |
C. Hung, S. Wermter, "A Dynamic Adaptive Self-Organizing Hybrid Model for Text Clustering," Proceeding of IEEE International Conference on Data Mining (ICDM 03), pp. 75-82, 2003.
|
8 |
H. Chen, C. Schuffels, R. Orwig, "Internet Categorization and Search: A Self-Organizing Approach," Journal of Visual Communication and Image Representation, vol. 7, no. 1, pp. 88-102, 1996.
DOI
|
9 |
홍정표, 황승국, "SOM을 이용한 퍼지 TAM 네트워크 모델," 한국지능시스템학회논문지, 제16권, 제5호, pp. 642-646, 2006.
|
10 |
윤경배, 최준혁, "앙상블 Support Vector Machine과 하이브리드 SOM을 이용한 동적 웹 정보 추천 시스템," 한국지능시스템학회논문지, 제13권, 제4호, pp. 433-438, 2003.
|
11 |
S. Jun, "Improvement of SOM using Stratification," International Journal of Fuzzy Logic and Intelligent Systems, vol. 9, no. 1, pp. 36-41, 2009.
DOI
|
12 |
S. Jun, "Improvement of Self Organizing Maps using Gap Statistic and Probability Distribution," International Journal of Fuzzy Logic and Intelligent Systems, vol. 8, no. 2, pp. 116-120, 2008.
DOI
|
13 |
I. Feinerer, A Text Mining Framework in R and Its Applications, PhD Dissertation, Department of Statistics and Mathematics Vienna University of Economics and Business Administration, 2008.
|
14 |
United State Patent and Trademark Office, http://www.uspto.gov
|
15 |
C. Hung, S. Wermter, P. Smith, "Hybrid Neural Document Clustering Using Guided Self-Organization and WordNet," IEEE Intelligent Systems, vol. 19, iss. 2, pp. 68-77, 2003.
|
16 |
Y. Yam, P. Baranyi, C. T. Yang, "Reduction of fuzzy rule base via singular value decomposition," IEEE Transactions on Fuzzy Systems, vol. 7, Iss. 2, pp. 120-132, 1999.
DOI
|
17 |
J. J. Wei, C. J. Chang, N. K. Chou, G. J. Jan, "ECG data compression using truncated singular value decomposition," IEEE Transactions on Information Technology in Biomedicine, vol. 5, Iss. 4, pp. 290-299, 2001.
DOI
ScienceOn
|
18 |
S. Lee, M. H. Hayes, "Properties of the singular value decomposition for efficient data clustering," Signal Processing Letters, vol. 11, Iss. 11, pp. 862-866, 2004.
DOI
|
19 |
P. Howland, H. Park, "Generalizing discriminant analysis using the generalized singular value decomposition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, Iss. 8, pp. 995-1006, 2004.
DOI
|
20 |
P. Bao, X. Ma, "Image adaptive watermarking using wavelet domain singular value decomposition," IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, Iss. 1, pp. 96-102, 2005.
DOI
|
21 |
S. K. Jha, R. D. S. Yadava, "Denoising by Singular Value Decomposition and Its Application to Electronic Nose Data Processing," Sensors Journal, vol. 11, Iss. 1, pp. 35-44, 2011.
DOI
|
22 |
Hair, J. F., Black, B., Babin, B., Anderson, R. E., Multivariate Data Analysis, Prentice Hall, 1992.
|
23 |
김기영, 전명식, 다변량 통계자료분석, 자유아카데미, 1994.
|
24 |
Johnson, R. A. and Wichern, D. W., Applied Multivariate Statistical Analysis, 5th ed. Prentice Hall, 2002.
|
25 |
Rencher, A. C., Methods Of Multivariate Analysis 2nd ed. John Wiley & Sons, 2002.
|
26 |
T. Kohonen, Self-Organizing Maps, Springer, 2001.
|
27 |
Han, J., Kamber, M., Data Mining Concepts and Techniques, Morgan Kaufmann, 2001.
|
28 |
T. Kohonen, "Self-Organized Formation of Topologically Correct Feature Maps," Biological Cybernetics, vol. 43, pp. 59-69, 1982.
DOI
|
29 |
오일석, 패턴인식, 교보문고, 2008
|
30 |
R Development Core Team, R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, http://www.R-project.org, 2010.
|
31 |
J. Yan, Self-Organizing Map - Package 'som', CRAN www.r-project.org, 2011.
|