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Volumn 2005, Issue , 2005, Pages 207-211

A semi-supervised learning method for remote sensing data mining

Author keywords

EM; GMM; MAP; MLE; Semi supervised learning

Indexed keywords

EXPECTATION-MAXIMIZATION (EM); IMAGE DATABASES; SUPERVISED LEARNING; THEMATIC INFORMATION EXTRACTION;

EID: 33845884299     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2005.17     Document Type: Conference Paper
Times cited : (27)

References (15)
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    • Enhancing supervised learning with unlabeled data
    • Morgan Kaufmann, San Francisco, CA
    • S. Goldman and Y. Zhou. Enhancing supervised learning with unlabeled data. In Proc. 17th International Conf. on Machine Learning, pages 327-334. Morgan Kaufmann, San Francisco, CA, 2000.
    • (2000) Proc. 17th International Conf. on Machine Learning , pp. 327-334
    • Goldman, S.1    Zhou, Y.2
  • 9
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using em
    • K. Nigam, A. K. McCallum, S. Thrun, and T. M. Mitchell. Text classification from labeled and unlabeled documents using EM. Machine Learning, 39(2/3): 103-134, 2000.
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 103-134
    • Nigam, K.1    McCallum, A.K.2    Thrun, S.3    Mitchell, T.M.4
  • 10
    • 0031162662 scopus 로고    scopus 로고
    • On dimensionality, sample size, and classification error of nonparametric linear classification algorithms
    • S. Raudys. On dimensionality, sample size, and classification error of nonparametric linear classification algorithms. IEEE Trans. Pattern Anal. Mach. Intell., 19(6):667-671, 1997.
    • (1997) IEEE Trans. Pattern Anal. Mach. Intell. , vol.19 , Issue.6 , pp. 667-671
    • Raudys, S.1
  • 11
    • 0026120032 scopus 로고
    • Small sample size effects in statistical pattern recognition: Recommendations for practitioners
    • S. J. Raudys and A. K. Jain. Small sample size effects in statistical pattern recognition: Recommendations for practitioners. IEEE Trans. Pattern Anal. Mach. Intell., 13(3):252-264, 1991.
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell. , vol.13 , Issue.3 , pp. 252-264
    • Raudys, S.J.1    Jain, A.K.2
  • 13
    • 0028499630 scopus 로고
    • The effect of unlabeled samples in reducing the small sample size problem and mitigating the hughes phenomenon
    • 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, 32(5), 1994.
    • (1994) IEEE Trans. on Geoscience and Remote Sensing , vol.32 , Issue.5
    • Shahshahani, B.1    Landgrebe, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.