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Volumn 4264 LNAI, Issue , 2006, Pages 319-333

Large-margin thresholded ensembles for ordinal regression: Theory and practice

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; ERROR ANALYSIS; MATHEMATICAL MODELS; PROBLEM SOLVING; THRESHOLD ELEMENTS; VECTORS;

EID: 33750681345     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11894841_26     Document Type: Conference Paper
Times cited : (39)

References (16)
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    • New approaches to support vector ordinal regression
    • Omnipress
    • Chu, W., Keerthi, S.S.: New approaches to support vector ordinal regression. In: Proceedings of ICML 2005, Omnipress (2005) 145-152
    • (2005) Proceedings of ICML 2005 , pp. 145-152
    • Chu, W.1    Keerthi, S.S.2
  • 4
    • 14544278410 scopus 로고    scopus 로고
    • Online ranking by projecting
    • Crammer, K., Singer, Y.: Online ranking by projecting. Neural Computation 17 (2005) 145-175
    • (2005) Neural Computation , vol.17 , pp. 145-175
    • Crammer, K.1    Singer, Y.2
  • 5
    • 84941189014 scopus 로고    scopus 로고
    • Ordinal regression by extended binary classification
    • 2007
    • Li, L., Lin, H.T.: Ordinal regression by extended binary classification. Under review (2007)
    • Under Review
    • Li, L.1    Lin, H.T.2
  • 8
    • 35248862907 scopus 로고    scopus 로고
    • An introduction to boosting and leveraging
    • Springer-Verlag
    • Meir, R., Rätsch, G.: An introduction to boosting and leveraging. In: Advanced Lectures on Machine Learning. Springer-Verlag (2003) 118-183
    • (2003) Advanced Lectures on Machine Learning , pp. 118-183
    • Meir, R.1    Rätsch, G.2
  • 9
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm
    • Morgan Kaufmann
    • Freund, Y., Schapire, R.E.: Experiments with a new boosting algorithm. In: Machine Learning: ICML 1996, Morgan Kaufmann (1996) 148-156
    • (1996) Machine Learning: ICML 1996 , pp. 148-156
    • Freund, Y.1    Schapire, R.E.2
  • 11
    • 0032280519 scopus 로고    scopus 로고
    • Boosting the margin: A new explanation for the effectiveness of voting methods
    • Schapire, R.E., Freund, Y., Bartlett, P., Lee, W.S.: Boosting the margin: A new explanation for the effectiveness of voting methods. The Annals of Statistics 26 (1998) 1651-1686
    • (1998) The Annals of Statistics , vol.26 , pp. 1651-1686
    • Schapire, R.E.1    Freund, Y.2    Bartlett, P.3    Lee, W.S.4
  • 12
    • 33646388382 scopus 로고    scopus 로고
    • Infinite ensemble learning with support vector machines
    • Springer-Verlag
    • Lin, H.T., Li, L.: Infinite ensemble learning with support vector machines. In: Machine Learning: ECML 2005, Springer-Verlag (2005) 242-254
    • (2005) Machine Learning: ECML 2005 , pp. 242-254
    • Lin, H.T.1    Li, L.2
  • 16
    • 33749263633 scopus 로고    scopus 로고
    • Technical Report CaltechCSTR:2005.006, California Institute of Technology
    • Li, L.: Perceptron learning with random coordinate descent. Technical Report CaltechCSTR:2005.006, California Institute of Technology (2005)
    • (2005) Perceptron Learning with Random Coordinate Descent
    • Li, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.