In this paper we introduce the concept and method for adaptively tuning the model complexity in an online manner as more examples become available. Challenging classification pro...
Analysis of large, complex systems requires simulations of hybrid-system dynamics, i.e., dynamics which are best described by a combination of continuous-time and discrete-event m...
Amy R. Pritchett, Seungman Lee, David Huang, David...
Background: Reverse engineering cellular networks is currently one of the most challenging problems in systems biology. Dynamic Bayesian networks (DBNs) seem to be particularly su...
Fulvia Ferrazzi, Paola Sebastiani, Marco Ramoni, R...
The paper outlines a tool-supported approach to the design of Web applications. Behavioural models are augmented with web-based simulations of user interfaces to permit validation...
Robert Chatley, Jeff Kramer, Jeff Magee, Sebasti&a...
Evaluating, analyzing and predicting the performance of a parallel system is challenging due to the complex inter-play between the application characteristics and architectural fe...