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» Dynamic simulation for time series modeling
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WSC
1998
13 years 10 months ago
Assessment of Simulation Models Based on Trace-File Analysis: A Metamodeling Approach
Many important characteristics of simulation models, including queuing models, can be investigated by the use of metamodels. Problems in qualitative analysis such as analyzing mod...
Juri Tolujev, Peter Lorenz, Daniel Beier, Thomas J...
ENGL
2007
204views more  ENGL 2007»
13 years 8 months ago
Long-Term Prediction, Chaos and Artificial Neural Networks. Where is the Meeting Point?
—This paper presents the advances of a research using a combination of recurrent and feed-forward neural networks for long term prediction of chaotic time series. It is known tha...
Pilar Gómez-Gil
CIBCB
2006
IEEE
14 years 2 months ago
A Stochastic model to estimate the time taken for Protein-Ligand Docking
Abstract— Quantum mechanics and molecular dynamic simulation provide important insights into structural configurations and molecular interaction data today. To extend this atomi...
Preetam Ghosh, Samik Ghosh, Kalyan Basu, Sajal K. ...
ICANN
2009
Springer
14 years 1 months ago
An EM Based Training Algorithm for Recurrent Neural Networks
Recurrent neural networks serve as black-box models for nonlinear dynamical systems identification and time series prediction. Training of recurrent networks typically minimizes t...
Jan Unkelbach, Yi Sun, Jürgen Schmidhuber
WSC
2007
13 years 11 months ago
Effective workforce lifecycle management via system dynamics modeling and simulation
Efficiently planning and managing workforce is a challenge imposed on many companies, especially for those in the service industry. The target of an effective workforce management...
Lianjun An, Jun-Jang Jeng, Young M. Lee, Changrui ...