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Supervised learning algorithms for multi-class classification problems with partial class memberships

Willem Waegeman (UGent) , Jan Verwaeren (UGent) , Bram Slabbinck (UGent) and Bernard De Baets (UGent)
(2011) FUZZY SETS AND SYSTEMS. 184(1). p.106-125
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Keywords
Fuzzy classification, Machine learning, One-versus-all, One-versus-one, KERNEL LOGISTIC-REGRESSION, Kernel logistic regression, Mixed/partial membership models, TRANSITIVITY, SIMPLEX, FUZZY, RECIPROCAL RELATIONS, DISTRIBUTIONS, CLASSIFIERS

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Citation

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

Chicago
Waegeman, Willem, Jan Verwaeren, Bram Slabbinck, and Bernard De Baets. 2011. “Supervised Learning Algorithms for Multi-class Classification Problems with Partial Class Memberships.” Fuzzy Sets and Systems 184 (1): 106–125.
APA
Waegeman, W., Verwaeren, J., Slabbinck, B., & De Baets, B. (2011). Supervised learning algorithms for multi-class classification problems with partial class memberships. FUZZY SETS AND SYSTEMS, 184(1), 106–125. Presented at the EUROFUSE Workshop on Preference Modelling and Decision Analysis.
Vancouver
1.
Waegeman W, Verwaeren J, Slabbinck B, De Baets B. Supervised learning algorithms for multi-class classification problems with partial class memberships. FUZZY SETS AND SYSTEMS. 2011;184(1):106–25.
MLA
Waegeman, Willem, Jan Verwaeren, Bram Slabbinck, et al. “Supervised Learning Algorithms for Multi-class Classification Problems with Partial Class Memberships.” FUZZY SETS AND SYSTEMS 184.1 (2011): 106–125. Print.
@article{1988434,
  author       = {Waegeman, Willem and Verwaeren, Jan and Slabbinck, Bram and De Baets, Bernard},
  issn         = {0165-0114},
  journal      = {FUZZY SETS AND SYSTEMS},
  keyword      = {Fuzzy classification,Machine learning,One-versus-all,One-versus-one,KERNEL LOGISTIC-REGRESSION,Kernel logistic regression,Mixed/partial membership models,TRANSITIVITY,SIMPLEX,FUZZY,RECIPROCAL RELATIONS,DISTRIBUTIONS,CLASSIFIERS},
  language     = {eng},
  location     = {Pamplona, Spain},
  number       = {1},
  pages        = {106--125},
  title        = {Supervised learning algorithms for multi-class classification problems with partial class memberships},
  url          = {http://dx.doi.org/10.1016/j.fss.2010.11.012},
  volume       = {184},
  year         = {2011},
}

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