IEEE Transactions on Pattern Analysis and Machine Intelligence
Semi-supervised learning with an imperfect supervisor
Knowledge and Information Systems
Iterative Local-Global Energy Minimization for Automatic Extraction of Objects of Interest
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
The Journal of Machine Learning Research
Class Noise Mitigation Through Instance Weighting
ECML '07 Proceedings of the 18th European conference on Machine Learning
Semi-supervised learning with explicit misclassification modeling
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Content based image retrieval using unclean positive examples
IEEE Transactions on Image Processing
Image retrieval using noisy query
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Journal of Multivariate Analysis
Web image annotation based on automatically obtained noisy training set
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Polychotomous kernel Fisher discriminant via top-down induction of binary tree
Computers & Mathematics with Applications
Learning aspect models with partially labeled data
Pattern Recognition Letters
Label noise-tolerant hidden Markov models for segmentation: application to ECGs
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Extensions of the informative vector machine
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
A noise-tolerant graphical model for ranking
Information Processing and Management: an International Journal
Label-Noise robust logistic regression and its applications
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Estimating mutual information for feature selection in the presence of label noise
Computational Statistics & Data Analysis
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