1 |
Alireza, Tavakkoli., Amol, Ambardekar., Mircea, Nicolescu., and Sushil, J. Louiset. (2007), A Genetic Approach to Training Support Vector Data Descriptors for Background Modeling in Video Data, International Symposium on Visual Computing, Lake Tahoe, 318-327.
|
2 |
Berry, M. J. A. and Linoff, G. (1997), Data Mining Techniques, John Wiley and Sons, Inc.
|
3 |
Breunig, M. M., Kriegel, H. P., Ng, R. T., and Sander, J. (2000), LOF : Identifying density-based local outliers. in Proceedings of the ACM SIGMOD 2000 international conference on management of data, 29, 93-104.
|
4 |
Burden, R. L. and Faires, J. D. (2000), Numerical Analysis, Seventh Edition, Brooks/Core, Parcific Grove, CA.
|
5 |
Duda, R. and Hart, P. (1973), Pattern Classification and Scene Analysis, John Wiley and Sons, New York.
|
6 |
Efron, B. and Tibshirani, R. (1993), An Introduction to the Bootstrap, Chapman and Hall/CRC, Boca Raton, FL.
|
7 |
Hand, David., Mannila, Heikki., and Smyth, Padhraic. (2001), Principles of data mining, Adaptive Computation and Machine Learning Series, MIT Press.
|
8 |
Khan, S. S. and Madden, M. G. (2010), A survey of recent trends in one class classication, Articial Intelligence and Cognitive Science-20th Irish Conference, Lecture Notes in Computer Science, 6206, 188-197, Springer.
|
9 |
Kim, S. B., Sukchotrat, T., and Park, S. K. (2011), A nonparametric fault isolation approach through one-class classification algorithms, IIE Transactions, 43, 505-517.
DOI
ScienceOn
|
10 |
Koppel, M. and Schler, J. (2004), Authorship verification as a one-class classification problem, in Proceedings of 21st International Conference on Machine Learning.
|
11 |
Mason, R. L. and Young, J. C. (2002), Multivariate Statistical Process Control With Industrial Applications, American Statistical Association and the Society for Industrial and Applied Mathematics, Philadelphia, PA.
|
12 |
Manevitz, L. M. and Yousef, M. (2001), One-class svms for document classification, Journal of Machine Learning Research, 2, 139-154.
|
13 |
Sanchez-Yanez, R. E., Kurmyshev, E. V., and Fernandex, A. (2003), One-class texture classifier in the CCR feature space, Pattern Recognition Letter, 24.
|
14 |
Runger, G. C., Alt, F. B., and Montgomery, D. C. (1996), "Contributors to a multivariate statistical process control chart signal," Communications in Statistics : Theory and Methods, 25(10), 2203-2213.
DOI
ScienceOn
|
15 |
Silverman, B. W. (1986), Density Estimation for Statistics and Data Analysis. Chapmand and Hall, London, United Kingdom.
|
16 |
Tax, D. M. J. (2001), One-class classification : Concept-learning in the absence of counter-examples, PHD thesis, Delf University of Technology, Netherlands.
|
17 |
Song, S. I., Cho, Y. C., and Park, H. K. (2003), "Robust Control Chart using Bootstrap Method," Journal of the Society of Korea Industrial and Systems Engineering, 26(3), 39-49.
|
18 |
Sukchotrat, T., Kim, S. B., and Tsung, F. (2010), "One-class classificationbased control charts for multivariate process monitoring," IIE Transactions, 42, 107-120.
|
19 |
Tan, P. N., Stein, M., and Kumar, V. (2007), Introduction to datamining, Infinity books, Seoul, Korea.
|
20 |
Wasserman, Larry. (2006), All of nonparametric statistics, Springer Texts in Statistics.
|
21 |
Woodall, W. H. and Montgomery, D. C. (1999), "Research issues and ideas in statistical process control," Journal of Quality Technology, 31(4), 376-386.
|