Kevin P. Murphy
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Kevin P. Murphy is a person.
- AKA: K. Murphy, Kevin Murphy, K. P. Murphy.
- See: Probabilistic Graphical Model, Kevin Murphy CRF Toolbox, Hierarchical Hidden Markov Model.
References
- Personal Homepage: http://people.cs.ubc.ca/~murphyk/
- DBLP Author Page: http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/m/Murphy:Kevin_P=.html
- http://scholar.google.com/scholar?q=Kevin+P.+Murphy
2008
- (Russell & al, 2008) ⇒ Bryan C. Russell, Antonio Torralba, Kevin P. Murphy, and William T. Freeman. (2008). "LabelMe: A Database and Web-based Tool for Image Annotation." In: International J. Comput. Vision, 77(1-3). doi:10.1007/s11263-007-0090-8
2007
- (Reynolds & al, 2007) ⇒ Jordan Reynolds, and Kevin Murphy. (2007). "Figure-ground Segmentation Using a Hierarchical Conditional Random Field." In: Proceedings of the Fourth Canadian Conference on Computer and Robot Vision. doi:10.1109/CRV.2007.32
2006
- (Fang & al, 2006) ⇒ Haw-ren Fang, Kevin P. Murphy, Yang Jin, Jessica S. Kim, and Peter S. White. (2006). "Human Gene Name Normalization Using Text Matching with Automatically Extracted Synonym Dictionaries." In: Proceedings of the BioNLP Workshop on Linking Natural Language Processing and Diology (BioNLP 2006).
2001
- (Murphy & Paskin, 2001) ⇒ Kevin P. Murphy, and Mark A. Paskin. (2001). "Linear Time Inference in Hierarchical HMMs." In: Proceedings of NIPS 2001.
1999
- (Murphy & al, 1999) ⇒ Kevin P. Murphy, Yair Weiss, and Michael I. Jordan. (1999). "Loopy Belief Propagation for Approximate Inference: An empirical study." In: Proceedings of Uncertainty in AI (UAI 1999).
1998
- (Murphy, 1998) ⇒ Kevin P. Murphy. (1998). "A Brief Introduction to Graphical Models and Bayesian Networks." Web tutorial.
- (Friedman & al, 1998) ⇒ Nir Friedman, Kevin P. Murphy, and Stuart J. Russell. (1998). "Learning the Structure of Dynamic Probabilistic Networks." In: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI 1998).