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Volumn 4212 LNAI, Issue , 2006, Pages 833-840

Cost-sensitive learning of SVM for ranking

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER SIMULATION; INFORMATION RETRIEVAL; MATHEMATICAL MODELS; PROBLEM SOLVING; SEARCH ENGINES;

EID: 33750308489     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11871842_86     Document Type: Conference Paper
Times cited : (28)

References (24)
  • 1
    • 12244287068 scopus 로고    scopus 로고
    • An iterative method for multi-class cost-sensitive learning
    • Seattle, Washington, USA
    • Abe, N., Zadrozny, B., Langford, J.: An Iterative Method for Multi-class Cost-sensitive Learning. In: Proc. of 10th Inter. Conf. on KDD, Seattle, Washington, USA. (2004) 3-11
    • (2004) Proc. of 10th Inter. Conf. on KDD , pp. 3-11
    • Abe, N.1    Zadrozny, B.2    Langford, J.3
  • 6
    • 31844454295 scopus 로고    scopus 로고
    • New approaches to support vector ordinal regression
    • Bonn, Germany
    • Chu, W., Keerthi, S.: New Approaches to Support Vector Ordinal Regression. In: Proc. of ICML, Bonn, Germany. (2005) 145-152
    • (2005) Proc. of ICML , pp. 145-152
    • Chu, W.1    Keerthi, S.2
  • 7
    • 84898958855 scopus 로고    scopus 로고
    • PRanking with ranking
    • Cambridge, MA: MIT Press
    • Crammer, K., Singer, Y.: PRanking with Ranking. Advances in NIPS 14, Cambridge, MA: MIT Press. (2002) 641-647
    • (2002) Advances in NIPS , vol.14 , pp. 641-647
    • Crammer, K.1    Singer, Y.2
  • 8
    • 0002106691 scopus 로고    scopus 로고
    • MetaCost: A general method for making classifiers cost sensitive
    • San Diego, CA, USA
    • Domingos, P.: MetaCost : A general method for making classifiers cost sensitive. In: Proc. of the 5th KDD, San Diego, CA, USA. (1999) 155-164
    • (1999) Proc. of the 5th KDD , pp. 155-164
    • Domingos, P.1
  • 10
    • 84948166287 scopus 로고    scopus 로고
    • A simple approach to ordinal classification
    • Freiburg, Germany
    • Frank, E., Hall, M.: A Simple Approach to Ordinal Classification. In: Proc. of ECML, Freiburg, Germany. (2001) 145-165
    • (2001) Proc. of ECML , pp. 145-165
    • Frank, E.1    Hall, M.2
  • 11
    • 1942517291 scopus 로고    scopus 로고
    • Perceptron based learning with example dependent and noisy costs
    • Washington DC, USA
    • Geibel, P., Wysotzki, F.: Perceptron based learning with example dependent and noisy costs. In: Proc. of 12th ICML, Washington DC, USA. (2003)
    • (2003) Proc. of 12th ICML
    • Geibel, P.1    Wysotzki, F.2
  • 12
    • 85156251048 scopus 로고    scopus 로고
    • Constraint classification: A new approach to multiclass classification and ranking
    • Har-Peled, S., Roth, D., Zimak, D.: Constraint classification: A new approach to multiclass classification and ranking. Advances in NIPS 15. (2002)
    • (2002) Advances in NIPS , vol.15
    • Har-Peled, S.1    Roth, D.2    Zimak, D.3
  • 19
    • 8644231803 scopus 로고    scopus 로고
    • Discriminative models for information retrieval
    • Sheffield, United Kingdom
    • Nallapati, R.: Discriminative models for information retrieval. Proc. of the 27th Inter. ACM SIGIR Conf., Sheffield, United Kingdom. (2004) 64-71
    • (2004) Proc. of the 27th Inter. ACM SIGIR Conf. , pp. 64-71
    • Nallapati, R.1
  • 21
  • 22
  • 24
    • 0035789316 scopus 로고    scopus 로고
    • Learning and making decisions when costs and probabilities are both unknown
    • Zadrozny, B., Elkan, C.: Learning and making decisions when costs and probabilities are both unknown. In: Proc. of the 7th Inter. Conf. on KDD, (2001) 204-213
    • (2001) Proc. of the 7th Inter. Conf. on KDD , pp. 204-213
    • Zadrozny, B.1    Elkan, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.