Télécharger le livre :  Explainable AI Within the Digital Transformation and Cyber Physical Systems

This book presents Explainable Artificial Intelligence (XAI), which aims at producing explainable models that enable human users to understand and appropriately trust the obtained results. The authors discuss the challenges involved in making machine learning-based AI...
Editeur : Springer
Parution : 2021-10-30

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179,34

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Télécharger le livre :  Artificial Intelligence Techniques for a Scalable Energy Transition

This book presents research in artificial techniques using intelligence for energy transition, outlining several applications including production systems, energy production, energy distribution, energy management, renewable energy production, cyber security, industry...
Editeur : Springer
Parution : 2020-06-19

Format(s) : PDF, ePub
116,04

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Télécharger le livre :  Deep Learning Applications

This book presents a compilation of selected papers from the 17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA 2018), focusing on use of deep learning technology in application like game playing, medical applications, video analytics,...
Editeur : Springer
Parution : 2020-02-28
Collection : Advances in Intelligent Systems and Computing
Format(s) : PDF, ePub
126,59

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Télécharger le livre :  Predictive Maintenance in Dynamic Systems

This book provides a complete picture of several decision support tools for predictive maintenance. These include embedding early anomaly/fault detection, diagnosis and reasoning, remaining useful life prediction (fault prognostics), quality prediction and...
Editeur : Springer
Parution : 2019-02-28

Format(s) : PDF, ePub
158,24

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Télécharger le livre :  Learning from Data Streams in Evolving Environments

This edited book covers recent advances of techniques, methods and tools treating the problem of learning from data streams generated by evolving non-stationary processes. The goal is to discuss and overview the advanced techniques, methods and tools that are dedicated...
Editeur : Springer
Parution : 2018-07-28
Collection : Studies in Big Data
Format(s) : PDF, ePub
94,94

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Télécharger le livre :  Fault Diagnosis of Hybrid Dynamic and Complex Systems

Online fault diagnosis is crucial to ensure safe operation of complex dynamic systems in spite of faults affecting the system behaviors. Consequences of the occurrence of faults can be severe and result in human casualties, environmentally harmful emissions, high repair...
Editeur : Springer
Parution : 2018-03-27

Format(s) : PDF
94,94

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Télécharger le livre :  Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems

Cyber-physical systems (CPS) are characterized as a combination of physical (physical plant, process, network) and cyber (software, algorithm, computation) components whose operations are monitored, controlled, coordinated, and integrated by a computing and...
Editeur : Springer
Parution : 2018-03-08

Format(s) : PDF
94,94

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Télécharger le livre :  Learning from Data Streams in Dynamic Environments

This book addresses the problems of modeling, prediction, classification, data understanding and processing in non-stationary and unpredictable environments. It presents major and well-known methods and approaches for the design of systems able to learn and to fully...
Editeur : Springer
Parution : 2015-12-10
Collection : SpringerBriefs in Applied Sciences and Technology
Format(s) : PDF, ePub
52,74

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Télécharger le livre :  Discrete Event Systems

Discrete Event Systems: Diagnosis and Diagnosability addresses the problem of fault diagnosis ofDiscrete Event Systems (DESs). This book provides the basic techniques and approaches necessary for the design of an efficient fault diagnosis system for a wide range of...
Editeur : Springer
Parution : 2014-03-24
Collection : SpringerBriefs in Electrical and Computer Engineering
Format(s) : ePub
52,74

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Télécharger le livre :  Learning in Non-Stationary Environments

Recent decades have seen rapid advances in automatization processes, supported by modern machines and computers. The result is significant increases in system complexity and state changes, information sources, the need for faster data handling and the integration of...
Editeur : Springer
Parution : 2012-04-13

Format(s) : ePub
147,69

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