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Titlebook: Industrial and Engineering Applications of Artificial Intelligence and Expert Systems; 5th International Co Fevzi Belli,Franz Josef Raderma

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Application of model-based reasoning to the maintenance of telecommunication networks,ed in all major steps of the overall maintenance process. The necessary knowledge is represented as structural knowledge (functional entities and their interdependencies) and as behavioural knowledge. The inference engine uses this knowledge for abductive and deductive reasoning. Experiences with a
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Advanced information modelling for integrated network management applications,vices want a uniform management view of, and want to subscribe to, specific sets of network management functionality over the whole network they are using. A prerequisite to this uniform network management view is a uniform information model of the network. The object-oriented approach is currently
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Analysing particle jets with artificial neural networks, neural network to seperate particle jets originating from b-quarks from other jets. Some aspects such as pruning and overfitting have been studied. Furthermore, the influence of modifications in architecture and input space have been examined. In addtition we discuss how self-organizing networks ca
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Convergence behaviour of connectionist models in large scale diagnostic problems,roach, especially the most frequently used back propagation (BP) procedure, for large scale technical diagnostic problems. Therefore, some acceleration techniques of the BP procedure are described and investigated in the paper. Some network models isomorphic to conventional pattern recognition techn
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