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portada Artificial Intelligence Tools
Type
Physical Book
Publisher
Author
Language
English
Pages
552
Format
Paperback
ISBN13
9780367738358
Edition No.
1

Artificial Intelligence Tools

Diego Galar Pascual (Author) · Crc Press · Paperback

Artificial Intelligence Tools - Diego Galar Pascual

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Synopsis "Artificial Intelligence Tools "

Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis discusses various white- and black-box approaches to fault diagnosis in condition monitoring (CM). This indispensable resource: Addresses nearest-neighbor-based, clustering-based, statistical, and information theory-based techniques Considers the merits of each technique as well as the issues associated with real-life application Covers classification methods, from neural networks to Bayesian and support vector machines Proposes fuzzy logic to explain the uncertainties associated with diagnostic processes Provides data sets, sample signals, and MATLAB(R) code for algorithm testing Artificial Intelligence Tools: Decision Support Systems in Condition Monitoring and Diagnosis delivers a thorough evaluation of the latest AI tools for CM, describing the most common fault diagnosis techniques used and the data acquired when these techniques are applied.

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