Mixture models for learning from incomplete data

Multitask Learning

Machine Learning - Special issue on inductive transfer

Semi-parametric optimization for missing data imputation

Applied Intelligence

Impact of imputation of missing values on classification error for discrete data

Pattern Recognition

Imputation of missing sensor data values using in-exact replicas

International Journal of Intelligent Systems Technologies and Applications

Using weak supervision in learning Gaussian mixture models

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Unsupervised pattern discovery in electronic health care data using probabilistic clustering models

Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium

Information enhancement for data mining

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery