Learning from a mixture of labeled and unlabeled examples with parametric side information

Combining labeled and unlabeled data with co-training

COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory

Metric-Based Methods for Adaptive Model Selection and Regularization

Machine Learning

Semi-supervised learning for facial expression recognition

MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval

Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction

IEEE Transactions on Pattern Analysis and Machine Intelligence

Semi-supervised learning with an imperfect supervisor

Knowledge and Information Systems

Harmonic mixtures: combining mixture models and graph-based methods for inductive and scalable semi-supervised learning

ICML '05 Proceedings of the 22nd international conference on Machine learning

A semi-supervised approach to projected clustering with applications to microarray data

International Journal of Data Mining and Bioinformatics

Semi-supervised clustering with limited background knowledge

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

Humans perform semi-supervised classification too

AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1

A discriminative model for semi-supervised learning

Journal of the ACM (JACM)

Multi-view learning for high dimensional data classification

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Semisupervised multicategory classification with imperfect model

IEEE Transactions on Neural Networks

Semi-supervised learning applied to large data sets with very few labeled examples

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1

Unsupervised Supervised Learning II: Margin-Based Classification Without Labels

The Journal of Machine Learning Research

Generalization error bounds using unlabeled data

COLT'05 Proceedings of the 18th annual conference on Learning Theory

Semi-Supervised Policy Recommendation for Online Social Networks

ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)