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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 (2012) COMPUTATIONAL STATISTICS & DATA ANALYSIS. 56(4). p.928-942
Please use this url to cite or link to this publication:
author
organization
year
type
journalArticle (original)
publication status
published
subject
keyword
Partial class membership, Proportional odds models, Kernel methods, Ordinal regression, Machine learning, LOGISTIC-REGRESSION, FUZZY MODELS, CLASSIFICATION, DISTRIBUTIONS, OPTIMIZATION, SIMPLEX
journal title
COMPUTATIONAL STATISTICS & DATA ANALYSIS
Comput. Stat. Data Anal.
volume
56
issue
4
pages
928 - 942
Web of Science type
Article
Web of Science id
000301214900014
JCR category
STATISTICS & PROBABILITY
JCR impact factor
1.304 (2012)
JCR rank
35/117 (2012)
JCR quartile
2 (2012)
ISSN
0167-9473
DOI
10.1016/j.csda.2010.12.007
language
English
UGent publication?
yes
classification
A1
copyright statement
I have transferred the copyright for this publication to the publisher
id
2135856
handle
http://hdl.handle.net/1854/LU-2135856
date created
2012-06-07 12:00:34
date last changed
2016-12-19 15:42:06
@article{2135856,
  author       = {Verwaeren, Jan and Waegeman, Willem and De Baets, Bernard},
  issn         = {0167-9473},
  journal      = {COMPUTATIONAL STATISTICS \& DATA ANALYSIS},
  keyword      = {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},
}

Chicago
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.
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.
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.
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.