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NTIS 바로가기정보처리학회논문지. The KIPS transactions. Part B. Part B, v.13B no.4 = no.107, 2006년, pp.457 - 462
In many applications, an enormous amount of unlabeled data is available with little cost. Therefore, it is natural to ask whether we can take advantage of these unlabeled data in classification learning. In this paper, we analyzed the role of unlabeled data in the context of naive Bayesian learning....
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R. Duda, et al. 'Pattern Classification' 2nd edition, John Wiley&Sons, 2001
T. Zhang 'Some Asymptotic Results Concerning the Value of Unlabeled Data' NIPS 99 Workshop on Using Unlabeled Data for Supervised Learning, 1999
Y. Zhou and S. Goldman 'Enhancing Supervised Learning with Unlabeled Data' 17th Int'l Conf. On Machine Learning, pp.327-334, 2000
Vittorio Castelli and Thomas M. Cover, 'On the Exponential Value of Labeled Samples' Pattern Recognition Letters, Vol.16, pp.105-111, 1995
B. Shahshahani and D. Landgrebe 'The Effect of Unlabeled Samples in Reducing the Small Sample Size Problem and Mitigating the Hughes Phenomenon' IEEE Trans. On Geoscience and Remote Sensing, Vol.32, No.5, 1087-1095, 1994
F. De Comite et al. 'Positive and Unlabeled Examples Help Learning' Tenth Int'l Conf. on Algorithmic Learning Theory, pp.219-230, 1999
Sally Goldman and Yan Zhou 'Enhancing Supervised Learning with Unlabeled Data' ICML, 2000
T. Hofmann 'Text Categorization with Labeled and Unlabeled Data: A Generative Model Approach' NIPS 99 Workshop on Using Unlabeled Data for Supervised Learning, 1999
T. Mitchell 'The Role of Unlabeled Data in Supervised Learning' 6th Int'l Colloquium on Cognitive Science, 1999
A. P. Dempster, N. M. Laird, and D. B. Rubin 'Maximum Likelihood from Incomplete Data via the EM Algorithm' Journal of Royal Statistical Society, Vol.39, pp.1-38, 1977
Xing Yi; Changshui Zhang; Jingdong Wang, 'Multi-view EM algorithm and its application to color image segmentation' IEEE International Conference on Multimedia and Expo., 2004
A. Levin and P. Viola and Y. Freund, 'Unsupervised improvement of visual detectors using co-training' the Nineth IEEE International Conference on Computer Vision, 2003
D. Cohn et al 'Active Learning with Statistical Models' Journal of Artificial Intelligence Research, Vol.4, pp.129-145, 1996
R. Liere and P. Tadepalli 'Active Learning with Committees for Text Categorization' 14th National Conf. on Artificial Intelligence, pp.591-596, 1997
Tur, G., Schapire, R.E., and Hakkani-Tur, D. 'Active learning for spoken language understanding' IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003
Riccardi, G. and Hakkani-Tur, D. 'Active learning: theory and applications to automatic speech recognition' IEEE Transactions on Speech and Audio Processing, 2005
Tom Mitchell, 'Machine Learning' McGraw Hill, 1997
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