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A Guided Tour of Artificial Intelligence Research

Editors: Marquis, Pierre; Papini, Odile; Prade, Henri

DOI: 10.1007/978-3-030-06164-7

ISBN: 978-3-030-06163-0

Publisher: Springer International Publishing - Springer Journals

May 8, 2020

LitStream

Chapter 21Diagnosis and Supervision: Model-Based Approaches

Cordier, Marie-Odile; Dague, Philippe; Pencolé, Yannick; Travé-Massuyès, Louise

Pages: 673 –706

[This chapter is devoted to diagnosis and supervision. It is organized as follows: after a section dedicated to the logical formalization of model-based diagnosis, the focus is made on diagnosis of discrete event systems modeled by automata. In the last section, one presents more succinctly the...
LitStream

Chapter 22ValidationValidation and ExplanationExplanation

Charnay, Laurent; Dibie, Juliette; Loiseau, Stéphane

Pages: 707 –731

[Knowledge Based systems (KBS) that succeeded to expert systems are used nowadays to face different decision problems. Their architecture separates the modular and declarative knowledge of an application domain from its control using inference algorithms. This architecture requires a specific...
LitStream

Chapter 23Knowledge Engineering

Aussenac-Gilles, Nathalie; Charlet, Jean; Reynaud, Chantal

Pages: 733 –768

[Knowledge engineering refers to all technical, scientific and social aspects involved in designing, maintaining and using knowledge-based systems. Research in this domain requires to develop studies on the nature of the knowledge and its representation, either the users’ knowledge or the...

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