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ECSQARU
2005
Springer
15 years 9 months ago
On the Use of Restrictions for Learning Bayesian Networks
In this paper we explore the use of several types of structural restrictions within algorithms for learning Bayesian networks. These restrictions may codify expert knowledge in a g...
Luis M. de Campos, Javier Gomez Castellano
104
Voted
GECCO
2005
Springer
162views Optimization» more  GECCO 2005»
15 years 9 months ago
A framework for learning coordinated behavior
We sketch a framework for learning structured coordinated behavior, specifically the tactical behavior of Experimental Unmanned Vehicles (XUVs). We conceptualize an XUV unit as a ...
Albert C. Esterline, Chafic BouSaba, Abdollah Homa...
HVC
2005
Springer
97views Hardware» more  HVC 2005»
15 years 9 months ago
An Extensible Open-Source Compiler Infrastructure for Testing
Testing forms a critical part of the development process for large-scale software, and there is growing need for automated tools that can read, represent, analyze, and transform th...
Daniel J. Quinlan, Shmuel Ur, Richard W. Vuduc
ICCS
2005
Springer
15 years 9 months ago
Querying a Bioinformatic Data Sources Registry with Concept Lattices
Abstract Bioinformatic data sources available on the web are multiple and heterogenous. The lack of documentation and the difficulty of interaction with these data banks require us...
Nizar Messai, Marie-Dominique Devignes, Amedeo Nap...
RE
2005
Springer
15 years 9 months ago
An Algebraic Framework for Merging Incomplete and Inconsistent Views
View merging, also called view integration, is a key problem in conceptual modeling. Large models are often constructed and accessed by manipulating individual views, but it is im...
Mehrdad Sabetzadeh, Steve M. Easterbrook