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1 - 12 de 12 resultados para “moamar sayed mouchaweh”
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  • Explainable AI Within the Digital Transformation and Cyber Physical Systems

    XAI Methods and Applications

    Edición de Moamar Sayed-Mouchaweh ...
    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 explainable. Firstly, that the explanations must be adapted to different stakeholders (end-users, policy makers, industries, ... Leer más

    $170.09 USD

  • Fault Diagnosis of Hybrid Dynamic and Complex Systems

    Edición de Moamar Sayed-Mouchaweh ...
    Series series Engineering (R0)
    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 costs, and economical losses caused by unexpected stops in production lines. The majority of real systems are hybrid dynamic ... Leer más

    $89.09 USD

  • Diagnosability, Security and Safety of Hybrid Dynamic and Cyber-Physical Systems

    Edición de Moamar Sayed-Mouchaweh ...
    Series series Engineering (R0)
    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 communicating core. The interaction between both physical and cyber components requires tools allowing analyzing and modeling both the ... Leer más

    $89.09 USD

  • Artificial Intelligence Techniques for a Scalable Energy Transition

    Advanced Methods, Digital Technologies, Decision Support Tools, and Applications

    Edición de Moamar Sayed-Mouchaweh ...
    Series series Engineering (R0)
    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 4.0 and internet of things etc. The book goes beyond standard application by placing a specific focus on the use of AI techniques ... Leer más

    $107.09 USD

  • Learning from Data Streams in Dynamic Environments

    de Moamar Sayed-Mouchaweh ...
    Series series Engineering (R0)
    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 adapt its structure and to adjust its parameters according to the changes in their environments. Also presents the problem of ... Leer más

    $49.49 USD

  • Discrete Event Systems

    Diagnosis and Diagnosability

    de Moamar Sayed-Mouchaweh ...
    Series series Engineering (R0)
    Discrete Event Systems: Diagnosis and Diagnosability addresses the problem of fault diagnosis of Discrete 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 modern engineering applications. This book classifies the different techniques and approaches according to several criteria such as: ... Leer más

    $49.49 USD

  • Predictive Maintenance in Dynamic Systems

    Advanced Methods, Decision Support Tools and Real-World Applications

    Edición de Edwin Lughofer, Moamar Sayed-Mouchaweh ...
    Series series Engineering (R0)
    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 self-reaction, as well as optimization, control and self-healing techniques. It shows recent applications of these techniques within various ... Leer más

    $152.09 USD

  • Learning in Non-Stationary Environments

    Methods and Applications

    Edición de Moamar Sayed-Mouchaweh, Edwin Lughofer ...
    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 environmental influences. Intelligent systems, equipped with a taxonomy of data-driven system identification and machine learning ... Leer más

    $143.99 USD

  • Deep Learning Applications

    Edición de M. Arif Wani, Mehmed Kantardzic, Moamar Sayed-Mouchaweh ...
    Series series Intelligent Technologies and Robotics (R0)
    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, regression/classification, object detection/recognition and robotic control in industrial environments. It highlights novel ways of ... Leer más

    $116.09 USD

  • Learning from Data Streams in Evolving Environments

    Methods and Applications

    Edición de Moamar Sayed-Mouchaweh ...
    Series series Engineering (R0)
    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 to manage, exploit and interpret data streams in non-stationary environments. The book includes the required notions, definitions, ... Leer más

    $89.09 USD

  • ECML PKDD 2018 Workshops

    DMLE 2018 and IoTStream 2018, Dublin, Ireland, September 10-14, 2018, Revised Selected Papers

    Edición de Anna Monreale, Carlos Alzate, Michael Kamp, Yamuna Krishnamurthy, Daniel Paurat, Moamar Sayed-Mouchaweh, Albert Bifet, João Gama, Rita P. Ribeiro ...
    Series series Springer Nature Proceedings Computer Science
    This book constitutes revised selected papers from the workshops DMLE and IoTStream, held at the 18thEuropean Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018.The 8 full papers presented in this volume were carefully reviewed and selected from a total of 12 submissions.The workshops included are:DMLE 2018: First Workshop on ... Leer más

    $49.49 USD

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  • Machine Learning: Concepts, Methodologies, Tools and Applications

    Edición de Information Resources Management Association ...
    Statistics, psychology, and computer science are major influences in machine learning research. This exciting interdisciplinary science is a crucial component in many cutting-edge systems and business processes. Innovations in machine learning stand to change financial markets and uncover mysteries inherent in human learning. Machine Learning: Concepts, Methodologies, Tools, and Applications ... Leer más

    $1,579.49 USD

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