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ICCBR
2005
Springer
15 years 9 months ago
CBR for Modeling Complex Systems
This paper describes how CBR can be used to compare, reuse, and adapt inductive models that represent complex systems. Complex systems are not well understood and therefore require...
Rosina Weber, Jason M. Proctor, Ilya Waldstein, An...
JMLR
2007
137views more  JMLR 2007»
15 years 3 months ago
Building Blocks for Variational Bayesian Learning of Latent Variable Models
We introduce standardised building blocks designed to be used with variational Bayesian learning. The blocks include Gaussian variables, summation, multiplication, nonlinearity, a...
Tapani Raiko, Harri Valpola, Markus Harva, Juha Ka...
IPPS
2008
IEEE
15 years 10 months ago
GPU acceleration of numerical weather prediction
Weather and climate prediction software has enjoyed the benefits of exponentially increasing processor power for almost 50 years. Even with the advent of large-scale parallelism ...
John Michalakes, Manish Vachharajani
ATVA
2009
Springer
117views Hardware» more  ATVA 2009»
15 years 10 months ago
UnitCheck: Unit Testing and Model Checking Combined
Code model checking is a rapidly advancing research topic. However, apart from very constrained scenarios (e.g., verification of device drivers by Slam), the code model checking t...
Michal Kebrt, Ondrej Sery
142
Voted
ENVSOFT
2006
117views more  ENVSOFT 2006»
15 years 3 months ago
Land information system: An interoperable framework for high resolution land surface modeling
Knowledge of land surface water, energy, and carbon conditions are of critical importance due to their impact on many real world applications such as agricultural production, wate...
Sujay V. Kumar, Christa D. Peters-Lidard, Yudong T...