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» The Inference Problem: A Survey
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IJAR
2006
98views more  IJAR 2006»
15 years 4 months ago
A forward-backward Monte Carlo method for solving influence diagrams
Although influence diagrams are powerful tools for representing and solving complex decisionmaking problems, their evaluation may require an enormous computational effort and this...
Andrés Cano, Manuel Gómez, Seraf&iac...
ICSE
2010
IEEE-ACM
15 years 9 months ago
Codebook: discovering and exploiting relationships in software repositories
Large-scale software engineering requires communication and collaboration to successfully build and ship products. We conducted a survey with Microsoft engineers on inter-team coo...
Andrew Begel, Yit Phang Khoo, Thomas Zimmermann
IOR
2010
100views more  IOR 2010»
15 years 3 months ago
Integrated Production and Outbound Distribution Scheduling: Review and Extensions
In many applications involving make-to-order or time-sensitive (e.g., perishable, seasonal) products, finished orders are often delivered to customers immediately or shortly after...
Zhi-Long Chen
ICML
2004
IEEE
16 years 5 months ago
Variational methods for the Dirichlet process
Variational inference methods, including mean field methods and loopy belief propagation, have been widely used for approximate probabilistic inference in graphical models. While ...
David M. Blei, Michael I. Jordan
CORR
2007
Springer
77views Education» more  CORR 2007»
15 years 4 months ago
Query Evaluation and Optimization in the Semantic Web
We address the problem of answering Web ontology queries efficiently. An ontology is formalized as a Deductive Ontology Base (DOB), a deductive database that comprises the ontology...
Edna Ruckhaus, Eduardo Ruiz, Maria-Esther Vidal