Research Progress on Semi-Supervised Clustering

A tutorial on hidden Markov models and selected applications in speech recognition

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.8K citations

Computing, Computer Science, Machine Learning +11

Algorithm AS 136: A K-Means Clustering Algorithm

J. A. Hartigan, M. Anthony Wong · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1979 · 14.4K citations

Computing, Computer Science, Mathematics +9

Combining labeled and unlabeled data with co-training

Avrim Blum, Tom M. Mitchell · 1998 · 5.6K citations · Full text

Computing, Computer Science, Knowledge Representation +6

Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples

Mikhail Belkin, Partha Niyogi, Vikas Sindhwani · 2006 · 3.3K citations

Computing, Computer Science, Computational Geometry +16

Constrained K-means Clustering with Background Knowledge

Kiri L. Wagstaff, Claire Cardie, Seth Rogers et al. · 2001 · 2.4K citations

Computing, Computer Science, Data Science +14