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ACJ
2005
48views more  ACJ 2005»
13 years 8 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»
13 years 8 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»
13 years 8 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»
13 years 8 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