Balasubramanyan, Ramnath, Dalvi, Bhavana Bharat and Cohen, William W.. "From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering.." Paper presented at the meeting of the ECML/PKDD (2), 2013.

Backstrom, Lars and Leskovec, Jure. "Supervised random walks: predicting and recommending links in social networks." Paper presented at the meeting of the Proceedings of the fourth ACM international conference on Web search and data mining, New York, NY, USA, 2011.

Backstrom, L. and Leskovec, J. Supervised Random Walks: Predicting and Recommending Links in Social Networks. (2010). , cite arxiv:1011.4071 .

Ramage, Daniel, Hall, David, Nallapati, Ramesh and Manning, Christopher D.. "Labeled LDA: A Supervised Topic Model for Credit Attribution in Multi-labeled Corpora." Paper presented at the meeting of the Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1, Stroudsburg, PA, USA, 2009.

Schmidt-Thieme, Lars. "Compound Classification Models for Recommender Systems.." Paper presented at the meeting of the Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 27-30 November 2005, Houston, Texas, USA, 2005.

Zhu, Xiaojin Semi-Supervised Learning Literature Survey. (1530) , Computer Sciences, University of Wisconsin-Madison (2005). .

Basu, Sugato, Banerjee, Arindam and Mooney, Raymond J.. "Active Semi-Supervision for Pairwise Constrained Clustering." (2004): 333--344.