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008 | | 150423s2015 flua ob 001 0 eng d |
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▼a 908079876 |
020 | |
▼a 9781466584068
▼q electronic bk. |
020 | |
▼a 1466584068
▼q electronic bk. |
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▼z 9781466584051 |
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▼a (OCoLC)907924065
▼z (OCoLC)908079876 |
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▼a 658.2/020285
▼2 23 |
100 | 1 |
▼a Pascual, Diego Galar,
▼e author. |
245 | 10 |
▼a Artificial intelligence tools :
▼b decision support systems in condition monitoring and diagnosis/
▼c Diego Galar Pascual. |
264 | 1 |
▼a Boca Raton, FL :
▼b CRC Press, Taylor & Francis Group,
▼c [2015] |
300 | |
▼a 1 online resource:
▼b illustrations. |
336 | |
▼a text
▼b txt
▼2 rdacontent |
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▼a computer
▼b c
▼2 rdamedia |
338 | |
▼a online resource
▼b cr
▼2 rdacarrier |
504 | |
▼a Includes bibliographical references and index. |
505 | 0 |
▼a 1. Massive field data collection : issues and challenges -- 2. Condition monitoring : available techniques -- 3. Challenges of condition monitoring using AI techniques -- 4. Input and output data -- 5. Two-stage response surface approaches to modeling drug interaction -- 6. Nearest neighbor-based techniques -- 7. Cluster-based techniques -- 8. Statistical techniques -- 9. Information theory-based techniques -- 10. Uncertainty management. |
520 | |
▼a 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 techniquesConsiders the merits of each technique as well as the issues associated with real-life applicationCovers classification methods, from neural networks to Bayesian and support vector machinesProposes fuzzy logic to explain the uncertainties associated with diagnostic processes. |
588 | 0 |
▼a Online resource; title from PDF title page (Ebsco, viewed April 27, 2015). |
590 | |
▼a eBooks on EBSCOhost
▼b All EBSCO eBooks |
650 | 0 |
▼a Maintenance
▼x Management
▼x Data processing. |
650 | 0 |
▼a Service life (Engineering) |
650 | 0 |
▼a Industrial equipment
▼x Maintenance and repair
▼x Data processing. |
650 | 0 |
▼a Machinery
▼x Monitoring. |
650 | 0 |
▼a Artificial intelligence
▼x Industrial applications. |
650 | 7 |
▼a BUSINESS & ECONOMICS / Facility Management
▼2 bisacsh |
650 | 7 |
▼a BUSINESS & ECONOMICS / Management Science
▼2 bisacsh |
650 | 7 |
▼a BUSINESS & ECONOMICS / Organizational Behavior
▼2 bisacsh |
655 | 4 |
▼a Electronic books. |
655 | 0 |
▼a Electronic books. |
776 | 08 |
▼i Print version:
▼a Pascual, Diego Galar.
▼t Artificial intelligence tools.
▼d Boca Raton, FL : CRC Press, ?015
▼z 146658405X
▼w (OCoLC)881440915 |
856 | 40 |
▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=981290 |
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▼n CRC0KE22904PDF |
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▼n 29782278 |
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