Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression
Author:
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Computer Science Applications,Statistics and Probability
Link
http://link.springer.com/article/10.1007/s11634-017-0301-2/fulltext.html
Reference48 articles.
1. Abassi L, Boukhris I (2016) Crowd label aggregation under a belief function framework. In: Lehner F, Fteimi N (eds) Proceedings of 9th international conference on knowledge science, engineering and management, KSEM 2016, Passau, Germany, 5–7 Oct 2016. Springer, Cham, pp 185–196
2. Bishop CM (2006) Pattern recognition and machine learning. Springer, Berlin
3. Chapelle O, Schölkopf B, Zien A (2006) Semi-supervised learning. MIT Press, Cambridge
4. Cherfi ZL, Oukhellou L, Côme E, Denœux T, Aknin P (2012) Partially supervised independent factor analysis using soft labels elicited from multiple experts: application to railway track circuit diagnosis. Soft Comput 16(5):741–754
5. Côme E, Oukhellou L, Denœux T, Aknin P (2009) Learning from partially supervised data using mixture models and belief functions. Patt Recognit 42(3):334–348
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