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Learning partial ordinal class memberships with kernel-based proportional odds models

Jan Verwaeren (UGent) , Willem Waegeman (UGent) and Bernard De Baets (UGent)
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Keywords
Partial class membership, Proportional odds models, Kernel methods, Ordinal regression, Machine learning, LOGISTIC-REGRESSION, FUZZY MODELS, CLASSIFICATION, DISTRIBUTIONS, OPTIMIZATION, SIMPLEX

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Citation

Please use this url to cite or link to this publication:

MLA
Verwaeren, Jan, Willem Waegeman, and Bernard De Baets. “Learning Partial Ordinal Class Memberships with Kernel-based Proportional Odds Models.” COMPUTATIONAL STATISTICS & DATA ANALYSIS 56.4 (2012): 928–942. Print.
APA
Verwaeren, J., Waegeman, W., & De Baets, B. (2012). Learning partial ordinal class memberships with kernel-based proportional odds models. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 56(4), 928–942.
Chicago author-date
Verwaeren, Jan, Willem Waegeman, and Bernard De Baets. 2012. “Learning Partial Ordinal Class Memberships with Kernel-based Proportional Odds Models.” Computational Statistics & Data Analysis 56 (4): 928–942.
Chicago author-date (all authors)
Verwaeren, Jan, Willem Waegeman, and Bernard De Baets. 2012. “Learning Partial Ordinal Class Memberships with Kernel-based Proportional Odds Models.” Computational Statistics & Data Analysis 56 (4): 928–942.
Vancouver
1.
Verwaeren J, Waegeman W, De Baets B. Learning partial ordinal class memberships with kernel-based proportional odds models. COMPUTATIONAL STATISTICS & DATA ANALYSIS. 2012;56(4):928–42.
IEEE
[1]
J. Verwaeren, W. Waegeman, and B. De Baets, “Learning partial ordinal class memberships with kernel-based proportional odds models,” COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 56, no. 4, pp. 928–942, 2012.
@article{2135856,
  author       = {{Verwaeren, Jan and Waegeman, Willem and De Baets, Bernard}},
  issn         = {{0167-9473}},
  journal      = {{COMPUTATIONAL STATISTICS & DATA ANALYSIS}},
  keywords     = {{Partial class membership,Proportional odds models,Kernel methods,Ordinal regression,Machine learning,LOGISTIC-REGRESSION,FUZZY MODELS,CLASSIFICATION,DISTRIBUTIONS,OPTIMIZATION,SIMPLEX}},
  language     = {{eng}},
  number       = {{4}},
  pages        = {{928--942}},
  title        = {{Learning partial ordinal class memberships with kernel-based proportional odds models}},
  url          = {{http://dx.doi.org/10.1016/j.csda.2010.12.007}},
  volume       = {{56}},
  year         = {{2012}},
}

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