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Machine learning and knowledge discovery for engineering systems health management / Ashok N. Srivastava / Boca Raton : CRC Press (2012)

Público ISBD Vista personalizada Título : Machine learning and knowledge discovery for engineering systems health management Tipo de documento: texto impreso Autores: Ashok N. Srivastava, Autor ; Jiawei Han, Autor ; Jiawei Han, Autor ; Jiawei Han, Autor Mención de edición: Primera edición Editorial: Boca Raton : CRC Press Fecha de publicación: 2012 Colección: Chapman & Hall/CRC data mining and knowledge discovery Número de páginas: xxxvii, 464 páginas Il.: diagramas, tablas Dimensiones: 24 cm ISBN/ISSN/DL: 978-1-4398-4178-5 Idioma : Inglés (eng) Clasificación: 620 Ingeniería y operaciones afines Nota de contenido: Data-driven methods for systems health management -- Mining data streams: systems and algorithms -- A tutorial on bayesian networks for systems health management -- Anomaly detection in a fleet of systems -- Discriminative topic models -- Prognostic performance metrics -- Physics-based methods for systems health management -- Gaussian process damage prognosis under random and flight profile fatigue loading -- Bayesian analysis for fatigue damage prognostics and remaining useful life prediction -- Physics-based methods of failure analysis and diagnostics in human space flight -- Model-based tools and techniques for real-time system and software health management -- Applications -- Real-time identification of performance problems in large distributed systems -- A combined model-based and data-driven prognostic approach for aircraft system life management -- Hybrid models for engine health management -- Extracting critical information from free text data for systems health management. Link: https://biblioteca.unap.edu.pe/opac_css/index.php?lvl=notice_display&id=106520 Machine learning and knowledge discovery for engineering systems health management [texto impreso] / Ashok N. Srivastava, Autor ; Jiawei Han, Autor ; Jiawei Han, Autor ; Jiawei Han, Autor  . -  Primera edición . - Boca Raton : CRC Press, 2012 . - xxxvii, 464 páginas : diagramas, tablas ; 24 cm. - (Chapman & Hall/CRC data mining and knowledge discovery) . ISBN : 978-1-4398-4178-5 Idioma : Inglés (eng) Clasificación: 620 Ingeniería y operaciones afines Nota de contenido: Data-driven methods for systems health management -- Mining data streams: systems and algorithms -- A tutorial on bayesian networks for systems health management -- Anomaly detection in a fleet of systems -- Discriminative topic models -- Prognostic performance metrics -- Physics-based methods for systems health management -- Gaussian process damage prognosis under random and flight profile fatigue loading -- Bayesian analysis for fatigue damage prognostics and remaining useful life prediction -- Physics-based methods of failure analysis and diagnostics in human space flight -- Model-based tools and techniques for real-time system and software health management -- Applications -- Real-time identification of performance problems in large distributed systems -- A combined model-based and data-driven prognostic approach for aircraft system life management -- Hybrid models for engine health management -- Extracting critical information from free text data for systems health management. Link: https://biblioteca.unap.edu.pe/opac_css/index.php?lvl=notice_display&id=106520 Machine learning and knowledge discovery for engineering systems health management Srivastava, Ashok N.Han, Jiawei ; Han, Jiawei ; Han, Jiawei - - Boca Raton : CRC Press - 2012 Data-driven methods for systems health management -- Mining data streams: systems and algorithms -- A tutorial on bayesian networks for systems health management -- Anomaly detection in a fleet of systems -- Discriminative topic models -- Prognostic performance metrics -- Physics-based methods for systems health management -- Gaussian process damage prognosis under random and flight profile fatigue loading -- Bayesian analysis for fatigue damage prognostics and remaining useful life prediction -- Physics-based methods of failure analysis and diagnostics in human space flight -- Model-based tools and techniques for real-time system and software health management -- Applications -- Real-time identification of performance problems in large distributed systems -- A combined model-based and data-driven prognostic approach for aircraft system life management -- Hybrid models for engine health management -- Extracting critical information from free text data for systems health management.

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Código de barras	Signatura	Tipo de medio	Ubicación	Sección	Estado
23-1276-01	620.00452 S77	Libros	Bib. Esp. Ing Sistemas	Estanteria (Libros)	Disponible

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