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KDD
1995
ACM
182views Data Mining» more  KDD 1995»
13 years 7 months ago
Accelerated Quantification of Bayesian Networks with Incomplete Data
Probabilistic expert systemsbased on Bayesian networks(BNs)require initial specification both a qualitative graphical structure and quantitative assessmentof conditional probabili...
Bo Thiesson
CORR
2011
Springer
174views Education» more  CORR 2011»
12 years 8 months ago
Parameter Learning of Logic Programs for Symbolic-Statistical Modeling
We propose a logical/mathematical framework for statistical parameter learning of parameterized logic programs, i.e. de nite clause programs containing probabilistic facts with a ...
Yoshitaka Kameya, Taisuke Sato
ICIP
1997
IEEE
14 years 5 months ago
Bayesian Restoration of Noisy Images with the EM Algorithm
Mohammed Saeed, Hamid R. Rabiee, William Clement K...
ISMIR
2005
Springer
164views Music» more  ISMIR 2005»
13 years 9 months ago
Theory and Evaluation of a Bayesian Music Structure Extractor
We introduce a new model for extracting classified structural segments, such as intro, verse, chorus, break and so forth, from recorded music. Our approach is to classify signal ...
Samer A. Abdallah, Katy Noland, Mark B. Sandler, M...
BMCBI
2010
146views more  BMCBI 2010»
13 years 4 months ago
Genomic selection and complex trait prediction using a fast EM algorithm applied to genome-wide markers
Background: The information provided by dense genome-wide markers using high throughput technology is of considerable potential in human disease studies and livestock breeding pro...
Ross K. Shepherd, Theo H. E. Meuwissen, John A. Wo...