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ACJ
2005
48views more  ACJ 2005»
14 years 11 months ago
Analysis of DNA Sequence Pattern Using Probabilistic Neural Network Model
Xiaoming Wu, Fang Lu, Bo Wang, Jingzhi Cheng
BMCBI
2005
89views more  BMCBI 2005»
14 years 11 months ago
An empirical analysis of training protocols for probabilistic gene finders
Background: Generalized hidden Markov models (GHMMs) appear to be approaching acceptance as a de facto standard for state-of-the-art ab initio gene finding, as evidenced by the re...
William H. Majoros, Steven Salzberg
TODAES
2008
49views more  TODAES 2008»
14 years 11 months ago
Probabilistic transfer matrices in symbolic reliability analysis of logic circuits
Smita Krishnaswamy, George F. Viamontes, Igor L. M...
JMLR
2007
87views more  JMLR 2007»
14 years 11 months ago
A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians
We show that, given data from a mixture of k well-separated spherical Gaussians in Rd, a simple two-round variant of EM will, with high probability, learn the parameters of the Ga...
Sanjoy Dasgupta, Leonard J. Schulman