Hidden Markov Random Fields
(Redirected from HMRFs)
See: Random Field, Hidden Markov Models, Conditional Random Fields.
References
2004
- (Basu et al., 2004) ⇒ Sugato Basu, Mikhail Bilenko, Raymond Mooney. (2004). “A Probabilistic Framework for Semi-Supervised Clustering.” In: Proceedings of the tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004). doi:10.1145/1014052.1014062
- QUOTE: We propose a probabilistic model for semi-supervised clustering based on Hidden Markov Random Fields (HMRFs) that provides a principled framework for incorporating supervision into prototype-based clustering.