메뉴 건너뛰기




Volumn , Issue , 2010, Pages 71-77

Classification models with global constraints for ordinal data

Author keywords

Classification; Decision tree; K nearest neighbour; Ordinal data

Indexed keywords

CLASSIFICATION; CLASSIFICATION MODELS; CONSISTENCY CONSTRAINTS; CONVENTIONAL METHODS; DECISION REGIONS; EXPERIMENTAL STUDIES; GLOBAL CONSTRAINTS; K-NEAREST NEIGHBOUR; MULTI-CLASS CLASSIFICATION; NEAREST NEIGHBOUR; ORDINAL CLASSIFICATION; ORDINAL DATA; REAL DATA SETS; REGRESSION PROBLEM;

EID: 79952370250     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2010.18     Document Type: Conference Paper
Times cited : (10)

References (19)
  • 1
    • 34547698831 scopus 로고    scopus 로고
    • Learning to classify ordinal data: The data replication method
    • J. S. Cardoso and J. F. P. da Costa, "Learning to classify ordinal data: the data replication method," Journal of Machine Learning Research, vol. 8, pp. 1393-1429, 2007.
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 1393-1429
    • Cardoso, J.S.1    Da Costa, J.F.P.2
  • 3
    • 69849110176 scopus 로고    scopus 로고
    • Evaluation methods for ordinal classification
    • Proceedings of the 2nd Canadian Conference on Artificial Intelligence, ser. Y. Gao and N. Japkowicz, Eds. Springer
    • L. Gaudette and N. Japkowicz, "Evaluation methods for ordinal classification," in Proceedings of the 2nd Canadian Conference on Artificial Intelligence, ser. Lecture Notes in Computer Science, Y. Gao and N. Japkowicz, Eds. Springer, 2009, pp. 207-210.
    • (2009) Lecture Notes in Computer Science , pp. 207-210
    • Gaudette, L.1    Japkowicz, N.2
  • 6
    • 0003350979 scopus 로고    scopus 로고
    • Decision trees for ordinal classification
    • -, "Decision trees for ordinal classification," Intelligent Data Analysis, vol. 4, no. 2, pp. 97-111, 2000.
    • (2000) Intelligent Data Analysis , vol.4 , Issue.2 , pp. 97-111
    • Potharst, R.1    Bioch, J.C.2
  • 7
    • 9444280557 scopus 로고    scopus 로고
    • Classification trees for problems with monotonicity constraints
    • R. Potharst and A. J. Feelders, "Classification trees for problems with monotonicity constraints," SIGKDD Explorations Newsletter, vol. 4, no. 1, pp. 1-10, 2002.
    • (2002) SIGKDD Explorations Newsletter , vol.4 , Issue.1 , pp. 1-10
    • Potharst, R.1    Feelders, A.J.2
  • 12
    • 84899011021 scopus 로고    scopus 로고
    • Ranking with large margin principle: Two approaches
    • S. Becker, S. Thrun, and K. Obermayer, Eds. Cambridge, MA: MIT Press
    • A. Shashua and A. Levin, "Ranking with large margin principle: Two approaches," in Advances in Neural Information Processing Systems 15, S. Becker, S. Thrun, and K. Obermayer, Eds. Cambridge, MA: MIT Press, 2003, pp. 937-944.
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 937-944
    • Shashua, A.1    Levin, A.2
  • 13
    • 39649085857 scopus 로고    scopus 로고
    • The unimodal model for the classification of ordinal data
    • J. F. P. da Costa, H. Alonso, and J. S. Cardoso, "The unimodal model for the classification of ordinal data," Neural Networks, vol. 21, pp. 78-91, 2008.
    • (2008) Neural Networks , vol.21 , pp. 78-91
    • Da Costa, J.F.P.1    Alonso, H.2    Cardoso, J.S.3
  • 15
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J. R. Quinlan, "Induction of decision trees," Machine Learning, vol. 1, no. 1, pp. 81-106, 1986.
    • (1986) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 18
    • 34249299788 scopus 로고    scopus 로고
    • Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative treatment
    • J. S. Cardoso and M. J. Cardoso, "Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative treatment," Artificial Intelligence in Medicine, vol. 40, pp. 115-126, 2007.
    • (2007) Artificial Intelligence in Medicine , vol.40 , pp. 115-126
    • Cardoso, J.S.1    Cardoso, M.J.2
  • 19
    • 33645724205 scopus 로고    scopus 로고
    • Minimax-optimal classification with dyadic decision trees
    • C. Scott and R. D. Nowak, "Minimax-optimal classification with dyadic decision trees," IEEE Transactions on Information Theory, vol. 52, no. 4, pp. 1335-1353, 2006.
    • (2006) IEEE Transactions on Information Theory , vol.52 , Issue.4 , pp. 1335-1353
    • Scott, C.1    Nowak, R.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.