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» Gibbs Construction in Steganography
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FUIN
2002
63views more  FUIN 2002»
13 years 9 months ago
Probabilistic Cluster Unfoldings
Abstract. This article introduces probabilistic cluster branching processes, a probabilistic unfolding semantics for untimed Petri nets, with no structural or safety assumptions, g...
Stefan Haar
CORR
2010
Springer
95views Education» more  CORR 2010»
13 years 9 months ago
M-Banking Security - a futuristic improved security approach
In last few decades large technology development raised various new needs. Financial sector has also no exception. People are approaching all over the world to fulfill there dream...
Geeta S. Navale, Swati S. Joshi, Aaradhana A. Desh...
ICML
2009
IEEE
14 years 10 months ago
Incorporating domain knowledge into topic modeling via Dirichlet Forest priors
Users of topic modeling methods often have knowledge about the composition of words that should have high or low probability in various topics. We incorporate such domain knowledg...
David Andrzejewski, Xiaojin Zhu, Mark Craven
NPL
2000
95views more  NPL 2000»
13 years 9 months ago
Bayesian Sampling and Ensemble Learning in Generative Topographic Mapping
Generative topographic mapping (GTM) is a statistical model to extract a hidden smooth manifold from data, like the self-organizing map (SOM). Although a deterministic search algo...
Akio Utsugi
ACL
2009
13 years 7 months ago
Bayesian Unsupervised Word Segmentation with Nested Pitman-Yor Language Modeling
In this paper, we propose a new Bayesian model for fully unsupervised word segmentation and an efficient blocked Gibbs sampler combined with dynamic programming for inference. Our...
Daichi Mochihashi, Takeshi Yamada, Naonori Ueda