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Data-Driven Methods for Reliability and Safety Engineering: Applications in Industrial Systems

Springer Series in Reliability Engineering

This book provides a comprehensive guide to using data-driven methods in reliability and safety engineering for industrial systems. It explores how modern technologies like data analytics, machine learnin…

lieferbar innerhalb 2-3 Wochen

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David Lapesa Barrera
Aircraft Maintenance Programs

Springer Series in Reliability Engineering

This book, now in an updated and expanded second edition, provides the only comprehensive comparison of the Aircraft Maintenance Program (AMP) requirements of the world's leading aviation regulators today…

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Analytics Modeling in Reliability and Machine Learning and Its Applications

Springer Series in Reliability Engineering

This book presents novel research and application chapters on topics in reliability, statistics, and machine learning. It has an emphasis on analytical models and techniques and practical applications in …

lieferbar innerhalb 2-3 Wochen

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Reliability in Cyber-Physical Systems: The Human Factor Perspective

Springer Series in Reliability Engineering

This book offers a comprehensive analysis of the significant intersection where human factors and cyber-physical system (CPS) reliability meet. Physical component integration has become essential in a num…

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Kai Li, Xin Yuan, Wei Ni
Security and Resilience in Distributed Machine Learning

Springer Series in Reliability Engineering

This book offers a comprehensive exploration of federated learning (FL), a novel approach to decentralized, privacy-preserving machine learning. This book delves into the resilience and security challenge…

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Human-Centered Explainable Anomaly Detection for Smart Manufacturing in Industry 5.0

Springer Series in Reliability Engineering

This book systematically presents the application of Human-Centered Explainable Anomaly Detection (HCXAD) in Smart Manufacturing (SM). This book addresses HCXAD as an approach that places the human at the…

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Chong Leong Gan, Chen Yu Huang
Electronic Materials Innovations and Reliability in Advanced Memory Packaging

Springer Series in Reliability Engineering

This book provides a comprehensive introduction the reliability, and electronic materials innovations in advanced memory device packaging from component to system level. Special features of this book are …

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Springer Series in Light Scattering

The book is aimed at description of recent progress in studies of light scattering in turbid media In particular, atmospheric optics and remote sensing research community will greatly benefit from the pub…

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Xufeng Zhao, Qihui Wu, Hoang Pham
Machine Learning

This book is designed to provide a well-structured, comprehensive, and practical textbook on machine learning for undergraduate and graduate students in related fields. Through clear and accessible explan…

lieferbar ab 24.2.2027.

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Radiative Transfer and Remote Rensing

Springer Series in Light Scattering

This book is aimed at the description of modern progress in remote sensing, radiative transfer, and polarimetry. Also the optical characteristics of matter surfaces including their color are studied. The …

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