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BMCBI
2004
177views more  BMCBI 2004»
15 years 2 months ago
Gapped alignment of protein sequence motifs through Monte Carlo optimization of a hidden Markov model
Background: Certain protein families are highly conserved across distantly related organisms and belong to large and functionally diverse superfamilies. The patterns of conservati...
Andrew F. Neuwald, Jun S. Liu
75
Voted
IJCAI
2003
15 years 3 months ago
First-order probabilistic inference
Most probabilistic inference algorithms are specified and processed on a propositional level. In the last decade, many proposals for algorithms accepting first-order specificat...
David Poole
IJCAI
2007
15 years 3 months ago
Automated Benchmark Model Generators for Model-Based Diagnostic Inference
This article proposes a Diagnosis Interchange Format (DIF), an XML-based interchange format for Model-Based Diagnosis (MBD). Its main purposes are to allow sharing of diagnostic m...
Gregory M. Provan, Jun Wang
AIME
2001
Springer
15 years 6 months ago
Interface of Inference Models with Concept and Medical Record Models
Medical information systems and standards are increasingly based on principled models of at least three distinct sorts of information – patient data, concepts (terminology), and ...
Alan L. Rector, Peter D. Johnson, Samson W. Tu, Ch...
54
Voted
COLING
2008
15 years 3 months ago
Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Imrpoved Inference
Xu Sun, Louis-Philippe Morency, Daisuke Okanohara,...