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Titlebook: Introduction to Artificial Intelligence; Mariusz Flasiński Textbook 2016 Springer International Publishing Switzerland 2016 Artificial Int

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楼主: 闸门
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Syntactic Pattern AnalysisIn ., also called . [97, 104], reasoning is performed on the basis of structural representations which describe things and phenomena belonging to the world. A set of such structural representations, called (structural) patterns, constitutes the database of an AI system.
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Pattern Recognition and Cluster AnalysisLet us begin with a terminological remark, which concerns the notion of a pattern. In pattern recognition and cluster analysis various objects, phenomena, processes, structures, etc. can be considered as ..
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Neural NetworksAs we have mentioned in the previous chapter, the neural network model (NN) is sometimes treated as one of the three approaches to pattern recognition (along with the approach introduced in the previous chapter and syntactic-structural pattern recognition).
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Reasoning with Imperfect KnowledgeIf we reason about propositions in AI systems which are based on classic logic, we use only two possible logic values, i.e., . and .. However, in the case of reasoning about the real (physical) world such a two-valued evaluation is inadequate, because of the aspect of uncertainty
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Cognitive ArchitecturesIn this part of the monograph we present various . used for problem solving by artificial intelligence systems. This chapter, however, does not include a description of any method, but it contains a discussion on the possible ..
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Application Areas of AI SystemsBefore we discuss the issue of the possibility of constructing an intelligent artificial system in the last chapter, we now summarize practical results concerning application areas of AI systems.
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