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AMAI
2008
Springer
15 years 7 months ago
Bayesian learning of Bayesian networks with informative priors
This paper presents and evaluates an approach to Bayesian model averaging where the models are Bayesian nets (BNs). Prior distributions are defined using stochastic logic programs...
Nicos Angelopoulos, James Cussens
161
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INAP
2001
Springer
15 years 11 months ago
E-learning as a Vehicle for Knowledge Management
Nowadays, companies want to learn from their own experiences and to be able to enhance that experience with best principles and lessons learned from other companies. Companies emph...
Sunil Choenni, Richard Walker 0003, Robin Bakker, ...
SEKE
1999
Springer
15 years 11 months ago
Systematic Population, Utilization, and Maintenance of a Repository for Comprehensive Reuse
Today’s software developments are faced with steadily increasing expectations: software has to be developed faster, better, and cheaper. At the same time, application complexity ...
Klaus-Dieter Althoff, Andreas Birk, Susanne Hartko...
AIPS
1994
15 years 8 months ago
Control Knowledge to Improve Plan Quality
Generating production-quality plans is an essential element in transforming planners from research tools into real-world applications. However most of the work to date on learning...
M. Alicia Pérez, Jaime G. Carbonell
ICCBR
2009
Springer
16 years 1 months ago
Case-Based Reasoning in Transfer Learning
Positive transfer learning (TL) occurs when, after gaining experience from learning how to solve a (source) task, the same learner can exploit this experience to improve performanc...
David W. Aha, Matthew Molineaux, Gita Sukthankar