메뉴 건너뛰기




Volumn 24 LNBIP, Issue , 2009, Pages 309-316

Random projection ensemble classifiers

Author keywords

Classification; Ensemble methods; Pattern recognition; Random projections

Indexed keywords

CLASSIFIERS; INFORMATION SYSTEMS; LEARNING SYSTEMS; PATTERN RECOGNITION;

EID: 65949106613     PISSN: 18651348     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-01347-8_26     Document Type: Conference Paper
Times cited : (56)

References (30)
  • 4
    • 51249178997 scopus 로고
    • On lipschitz embedding of finite metric spaces in Hilbert space
    • Bourgain, J.: On lipschitz embedding of finite metric spaces in Hilbert space. Israel Journal of Mathematics 52, 46-52 (1985)
    • (1985) Israel Journal of Mathematics , vol.52 , pp. 46-52
    • Bourgain, J.1
  • 5
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L.: Bagging predictors. Machine Learning 24(2), 123-140 (1996)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 7
    • 31744440684 scopus 로고    scopus 로고
    • Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information
    • Candès, E., Romberg, J., Tao, T.: Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information. IEEE Transactions on Information Theory 52(2), 489-509 (2006)
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.2 , pp. 489-509
    • Candès, E.1    Romberg, J.2    Tao, T.3
  • 8
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demsar, J.: Statistical comparisons of classifiers over multiple data sets. Journal of Machine Learning Research 7, 1-30 (2006)
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1
  • 12
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm. machine learning
    • Morgan Kaufmann, San Francisco
    • Freund, Y., Schapire, R.: Experiments with a new boosting algorithm. machine learning. In: Proceedings for the Thirteenth International Conference, pp. 148-156. Morgan Kaufmann, San Francisco (1996)
    • (1996) Proceedings for the Thirteenth International Conference , pp. 148-156
    • Freund, Y.1    Schapire, R.2
  • 13
    • 26444442431 scopus 로고    scopus 로고
    • Face recognition experiments with random projection
    • Goel, N., Bebis, G., Nefian, A.: Face recognition experiments with random projection. In: Proceedings of SPIE, vol. 5779, p. 426 (2005)
    • (2005) Proceedings of SPIE , vol.5779 , pp. 426
    • Goel, N.1    Bebis, G.2    Nefian, A.3
  • 17
    • 0001654702 scopus 로고
    • Extensions of Lipshitz mapping into Hilbert space
    • Johnson, W.B., Lindenstrauss, J.: Extensions of Lipshitz mapping into Hilbert space. Contemporary Mathematics 26, 189-206 (1984)
    • (1984) Contemporary Mathematics , vol.26 , pp. 189-206
    • Johnson, W.B.1    Lindenstrauss, J.2
  • 19
    • 24144490154 scopus 로고    scopus 로고
    • Diversity in multiple classifier systems (editorial)
    • Kuncheva, L.I.: Diversity in multiple classifier systems (editorial). Information Fusion 6(1), 3-4 (2004)
    • (2004) Information Fusion , vol.6 , Issue.1 , pp. 3-4
    • Kuncheva, L.I.1
  • 20
    • 0036498492 scopus 로고    scopus 로고
    • Forecasting the nyse composite index with technical analysis, pattern recognizer, neural networks, and genetic algorithm: A case study in romantic decision support
    • Leigh, W., Purvis, R., Ragusa, J.M.: Forecasting the nyse composite index with technical analysis, pattern recognizer, neural networks, and genetic algorithm: a case study in romantic decision support. Decision Support Systems 32(4), 361-377 (2002)
    • (2002) Decision Support Systems , vol.32 , Issue.4 , pp. 361-377
    • Leigh, W.1    Purvis, R.2    Ragusa, J.M.3
  • 21
    • 0031547967 scopus 로고    scopus 로고
    • Global self-organization of all known protein sequences reveals inherent biological signatures
    • Linial, M., Linial, N., Tishby, N., Yona, G.: Global self-organization of all known protein sequences reveals inherent biological signatures. Journal of Molecular Biology 268(2), 539-556 (1997)
    • (1997) Journal of Molecular Biology , vol.268 , Issue.2 , pp. 539-556
    • Linial, M.1    Linial, N.2    Tishby, N.3    Yona, G.4
  • 22
    • 0344444365 scopus 로고    scopus 로고
    • Model selection for medical diagnosis decision support systems
    • Mangiameli, P., West, D., Rampal, R.: Model selection for medical diagnosis decision support systems. Decision Support Systems 36(3), 247-259 (2004)
    • (2004) Decision Support Systems , vol.36 , Issue.3 , pp. 247-259
    • Mangiameli, P.1    West, D.2    Rampal, R.3
  • 24
    • 33748611921 scopus 로고    scopus 로고
    • Ensemble based systems in decision making
    • Polikar, R.: Ensemble based systems in decision making. IEEE Circuits and Systems Magazine 6(3), 21-45 (2006)
    • (2006) IEEE Circuits and Systems Magazine , vol.6 , Issue.3 , pp. 21-45
    • Polikar, R.1
  • 25
    • 84911357924 scopus 로고    scopus 로고
    • Quinlan, R.R.: C4.5: programs for machine learning. Morgan Kaufmann Publishers Inc., San Francisco (1993)
    • Quinlan, R.R.: C4.5: programs for machine learning. Morgan Kaufmann Publishers Inc., San Francisco (1993)
  • 27
    • 65949111406 scopus 로고    scopus 로고
    • Random subspacing for regression ensembles
    • Technical report, Department of Computer Science, Trinity College Dublin, Ireland, February 10
    • Rooney, N., Patterson, D., Tsymbal, A., Anand, S.: Random subspacing for regression ensembles. Technical report, Department of Computer Science, Trinity College Dublin, Ireland, February 10 (2004)
    • (2004)
    • Rooney, N.1    Patterson, D.2    Tsymbal, A.3    Anand, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.