참고문헌
- Fayyad, U. M. and Irani, K. B. (1993). Multi-interval discretization of continuous attributes as prepro¬cessing for classification learning. Proceedings of the 13th International Joint Conference on Artificial Intelligence, 1022-1027.
- Friedman, J., Hastie, T. and Tibshirani, R. (2008). Regularization paths for generalized linear models via coordinate descent. Journal of Statistical Software, 33, 1-22.
- Johnson, R. A. and Wichern, D. W. (1992). Applied multivariate statistical analysis, 3rd Ed., Prentice Hall, New Jersey.
- Kerber, R. (1992). ChiMerge: Discretization of numeric attribute. Proceedings of the 10th National Conference on Artificial Intelligence (AAAI-92), 123-127.
- Kim, J. S., Jang, Y. M. and Na, J. H. (2005) Comparison of multiway discretization algorithms for data mining. Journal of the Korean Data & Information Science Society, 16, 801-813.
- Lee, S., Park, J. E. and Oh, K. W. (2003) Discretization of continuous-valued attributes considering data distribution. Journal of Korea Fuzzy Logic and Intelligent Systems Society, 13, 391-396. https://doi.org/10.5391/JKIIS.2003.13.4.391
- McCullagh, P. and Nelder, J. A. (1989). Generalized linear models, 2nd Ed., Chapman and Hall, London.
- Na, J. H., Kim, J. M. and Cho, W. S. (2005). Comparison of binary discretization algorithms for data mining. Journal of the Korean Data & Information Science Society, 16, 769-780.
- Park, C. (2011). A quantification study of blood test results for dyspnea patients. Journal of the Korean Data & Information Science Society, 22, 477-485.
- Park, C., Kim, T. Y., Kwon, O. J. and Park, H. S. (2010). A simple statistical model for determining the admission or discharge of dyspnea patients. Journal of the Korean Data & Information Science Society, 21, 279-289.
- Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. Journal of the Royal Statistical Society B, 21, 279-289.
- Whitten, D. A. and Tibshirani, R. (2011). Penalized classification using Fisher's linear discriminant. Jour-nal of the Royal Statistical Society B, 73, 753-772. https://doi.org/10.1111/j.1467-9868.2011.00783.x
피인용 문헌
- Simple principal component analysis using Lasso vol.24, pp.3, 2013, https://doi.org/10.7465/jkdi.2013.24.3.533
- The effect of road weather factors on traffic accident - Focused on Busan area - vol.26, pp.3, 2015, https://doi.org/10.7465/jkdi.2015.26.3.661
- 페널티 방법을 이용한 주성분분석 연구 vol.28, pp.4, 2013, https://doi.org/10.7465/jkdi.2017.28.4.721
- 계수적 반응을 갖는 종양 억제 혼합물 실험에서 모형 비교 vol.28, pp.5, 2017, https://doi.org/10.7465/jkdi.2017.28.5.1021