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DAGM
2010
Springer
13 years 5 months ago
An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM
Abstract. Graphical models with higher order factors are an important tool for pattern recognition that has recently attracted considerable attention. Inference based on such model...
Björn Andres, Jörg H. Kappes, Ullrich K&...
TASE
2009
IEEE
14 years 2 months ago
MARS: Metamodel Recovery from Multi-tiered Models Using Grammar Inference
In model-driven engineering, metamodels may get lost over time resulting in the inability to load and view existing model instances. MARS is a system that recovers metamodels from...
Qichao Liu, Faizan Javed, Marjan Mernik, Barrett R...
ICECCS
2006
IEEE
140views Hardware» more  ICECCS 2006»
14 years 1 months ago
Inference of Design Pattern Instances in UML models via Logic Programming
This paper formalizes the notion of a design model structurally conforming to a design pattern by representing the model as a logic program whilst the pattern as a query. The conf...
Dae-Kyoo Kim, Lunjin Lu
ADAC
2007
58views more  ADAC 2007»
13 years 7 months ago
Generalized mixture models, semi-supervised learning, and unknown class inference
In this paper, we discuss generalized mixture models and related semi-supervised learning methods, and show how they can be used to provide explicit methods for unknown class infer...
Samuel J. Frame, Sreenivasa Rao Jammalamadaka