References
- Battiti, R.(1994). Using mutual information for selecting features in supervised neural net learning, IEEE Transactions on Neural Networks, 5, 537-550 https://doi.org/10.1109/72.298224
- Bonnlander, B. V. and Weigend, A S.(1994). Selecting Input Variables Using mutual Information and Nonparametric Density Estimation, Proceedings of the International Symposium on Artificial Neural Networks(ISANN), Taiwan, 42-50
- Breiman, L., Friedman, J. H., Olshen, R. A and Stone, C. J.(1984). Classification and regression trees, Wardsworth, Belmont, CA
- Cha, W. and Huh, M.(2003). Evaluation of Attribute Selection Methods and Prior Discretization in Supervised Learning, 한국통계학회 논문집, Vol. 10, No.3, 879-894 https://doi.org/10.5351/CKSS.2003.10.3.879
- Cover, T. M. and Thomas, J. A(1991). Elements of Information Theory, Wiley, New York
- Dash, M. and Liu, H.(1997). Feature selection for classification, Intelligent Data Analysis, Elsevier Science Inc
- Devijver, P. A and Kittler, J.(1982). Pattern Recognition : A Statistical Approach, Prentice Hall International
- Fayyad, U. M. and Irani, K. B.(1992). On the Handling of Continuous-valued Attributes in Decision Tree Generation, Machine Learning, Vol. 8, 87-192
- Huh, M. Y.(2005). DAVIS(http://stat.skku.ac.kr/myhuh/DAVIS.html)
- Ihaka, R and Gentleman, R(1996). R:A language for data analysis and graphics, Journal of Computational and Graphical Statistics, 5(3), 299-314. (http://www.r-project.org) https://doi.org/10.2307/1390807
- Liu, H. and Motoda, H.(1998). Feature Selection for Knowledge Discovery and Data Mining, Kluwer Academic Publishers
- Merz, C. J. and Murphy, P. M.(1996). UCI Repository of Machine Learning Databases, Department of Information and Computer Science, University of California, Irvine, CA (http.//www.ics.uci.edu/~mlearn/MLRepository.html)
- Parzen, E.(1962). On the estimation of probability density function and mode, Annals of Mathematical Statistics, 33(3), 1065-1076 https://doi.org/10.1214/aoms/1177704472
- Tourassi, G. D., Frederick, E. D., Markey, M. K. and Floyed, C. E., Jr.(2001), Application of the mutual information criterion for feature selection in computer-aided diagnosis, Medical Physics, 28(12), 2394-2402 https://doi.org/10.1118/1.1418724
- Venables, W. N. and Ripley, B. D.(1994). Modern Applied Statistics with S-Plus, Springer, New York
- Witten, I. and Frank, E.(1999). Data Mining, Morgan and Kaufmann. (http://www.cs.waikato.ac.nz/ml/weka)