This paper objects to the arising problems due to tting graphical chain models to multidimensional data sets This multivariate statistical tool is used to cope with complex research questions concerning not only direct but also indirect associations between the variables of interest Due to this high complexity sensi ble strategies for tting such models are required Here a data driven selection ...

The development of flexible, responsive and adaptive systems has long been the goal when deploying automated systems operating in complex and dynamic domains. The Sensible Agent architecture is proposed with these goals in mind. Capable of dynamically adapting their level of autonomy, these Sensible Agents perceive, process and respond based on an understanding of both their own goals and syste...