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Data-Driven Global Optimization Methods and Applications

de Huachao Dong, Peng Wang, Jinglu Li ...

This book presents recent advances in data-driven global optimization methods, combining theoretical foundations with real-world applications to address complex engineering optimization challenges.The book begins with an overview of the state of the art, key technologies and standard benchmark problems in the field. It then delves into several innovative approaches: space reduction-based, hybrid ... Leer más

$166.99 USD

This book presents recent advances in data-driven global optimization methods, combining theoretical foundations with real-world applications to address complex engineering optimization challenges.The book begins with an overview of the state of the art, key technologies and standard benchmark problems in the field. It then delves into several innovative approaches: space reduction-based, hybrid
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Intelligent Sensor Networks

The Integration of Sensor Networks, Signal Processing and Machine Learning

Edición de Fei Hu, Qi Hao ...

In the last decade, wireless or wired sensor networks have attracted much attention. However, most designs target general sensor network issues including protocol stack (routing, MAC, etc.) and security issues. This book focuses on the close integration of sensing, networking, and smart signal processing via machine learning. Based on their world-class research, the authors present the ... Leer más

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In the last decade, wireless or wired sensor networks have attracted much attention. However, most designs target general sensor network issues including protocol stack (routing, MAC, etc.) and security issues. This book focuses on the close integration of sensing, networking, and smart signal processing via machine learning. Based on their world-class research, the authors present the
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Explainable AI for Cybersecurity

de Zhixin Pan, Prabhat Mishra ...

Series series Intelligent Technologies and Robotics (R0)
This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI). Specifically, it describes how explainable AI can be effectively used for detection and mitigation of hardware vulnerabilities (e.g., hardware Trojans) as well as software attacks (e.g., malware and ransomware). It provides insights into the ... Leer más

$80.99 USD

This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI). Specifically, it describes how explainable AI can be effectively used for detection and mitigation of hardware vulnerabilities (e.g., hardware Trojans) as well as software attacks (e.g., malware and ransomware). It provides insights into the
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Intelligent Automation and Computer Engineering

Edición de Oscar Castillo, He Huang ...

Series series Engineering (R0)
A large international conference in Intelligent Automation and Computer Engineering was held in Hong Kong, March 18-20, 2009, under the auspices of the International MultiConference of Engineers and Computer Scientists (IMECS 2009). The IMECS is organized by the International Association of Engineers (IAENG). Intelligent Automation and Computer Engineering contains 37 revised and extended research ... Leer más

$188.09 USD

A large international conference in Intelligent Automation and Computer Engineering was held in Hong Kong, March 18-20, 2009, under the auspices of the International MultiConference of Engineers and Computer Scientists (IMECS 2009). The IMECS is organized by the International Association of Engineers (IAENG). Intelligent Automation and Computer Engineering contains 37 revised and extended research
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Industrial Networks and Intelligent Systems

3rd International Conference, INISCOM 2017, Ho Chi Minh City, Vietnam, September 4, 2017, Proceedings

Edición de Yuanfang Chen, Trung Q. Duong ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Industrial Networks and Intelligent Systems, INISCOM 2017, held in Ho chi Minh City, Vietnam, in September 2017.The 31 revised full papers carefully reviewed and selected from 45 submissions. The papers cover topics on telecommunications systems and networks, intelligent systems, ... Leer más

$49.49 USD

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Industrial Networks and Intelligent Systems, INISCOM 2017, held in Ho chi Minh City, Vietnam, in September 2017.The 31 revised full papers carefully reviewed and selected from 45 submissions. The papers cover topics on telecommunications systems and networks, intelligent systems,
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Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems

Applications in Drone Navigation and Radar Sensing

de Ali Safa, Lars Keuninckx, Georges Gielen, Francky Catthoor ...

Series series Engineering (R0)
This book provides novel theoretical foundations and experimental demonstrations of Spiking Neural Networks (SNNs) in tasks such as radar gesture recognition for IoT devices and autonomous drone navigation using a fusion of retina-inspired event-based camera and radar sensing. The authors describe important new findings about the Spike-Timing-Dependent Plasticity (STDP) learning rule, which is ... Leer más

$107.99 USD

This book provides novel theoretical foundations and experimental demonstrations of Spiking Neural Networks (SNNs) in tasks such as radar gesture recognition for IoT devices and autonomous drone navigation using a fusion of retina-inspired event-based camera and radar sensing. The authors describe important new findings about the Spike-Timing-Dependent Plasticity (STDP) learning rule, which is
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Joint Communications and Sensing

From Fundamentals to Advanced Techniques

de J. Andrew Zhang, Yingjie Jay Guo, Kai Wu ...

JOINT COMMUNICATIONS AND SENSINGAuthoritative resource systematically introducing JCAS technologies and providing valuable information and knowledge to researchers and engineersBased on over six years of dedicated research on joint communications and sensing (JCAS) by the authors, their collaborators, and students, Joint Communications and Sensing is the first book to comprehensively cover the ... Leer más

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JOINT COMMUNICATIONS AND SENSINGAuthoritative resource systematically introducing JCAS technologies and providing valuable information and knowledge to researchers and engineersBased on over six years of dedicated research on joint communications and sensing (JCAS) by the authors, their collaborators, and students, Joint Communications and Sensing is the first book to comprehensively cover the
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Embedded Cryptography 1

de Emmanuel Prouff, Guenael Renault, Mattieu Rivain, Colin O'Flynn ...

Series series ISTE Invoiced
Embedded Cryptography provides a comprehensive exploration of cryptographic techniques tailored for embedded systems, addressing the growing importance of security in devices such as mobile systems and IoT. The books explore the evolution of embedded cryptography since its inception in the mid-90s and cover both theoretical and practical aspects, as well as discussing the implementation of ... Leer más

$136.00 USD

Embedded Cryptography provides a comprehensive exploration of cryptographic techniques tailored for embedded systems, addressing the growing importance of security in devices such as mobile systems and IoT. The books explore the evolution of embedded cryptography since its inception in the mid-90s and cover both theoretical and practical aspects, as well as discussing the implementation of
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Sparse Arrays for Radar, Sonar, and Communications

Edición de Moeness G. Amin ...

Specialized resource providing detailed coverage of recent advances in theory and applications of sparse arraysSparse Arrays for Radar, Sonar, and Communications discusses various design approaches of sparse arrays, including those seeking to increase the corresponding one-dimensional and two-dimensional virtual array apertures, as well as others that configure the arrays based on solutions of ... Leer más

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Specialized resource providing detailed coverage of recent advances in theory and applications of sparse arraysSparse Arrays for Radar, Sonar, and Communications discusses various design approaches of sparse arrays, including those seeking to increase the corresponding one-dimensional and two-dimensional virtual array apertures, as well as others that configure the arrays based on solutions of
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Machine Learning for Transportation Research and Applications

de Yinhai Wang, Zhiyong Cui, Ruimin Ke ...

Transportation is a combination of systems that presents a variety of challenges often too intricate to be addressed by conventional parametric methods. Increasing data availability and recent advancements in machine learning provide new methods to tackle challenging transportation problems. This textbookis designed for college or graduate-level students in transportation or closely related fields ... Leer más

$112.99 USD

Transportation is a combination of systems that presents a variety of challenges often too intricate to be addressed by conventional parametric methods. Increasing data availability and recent advancements in machine learning provide new methods to tackle challenging transportation problems. This textbookis designed for college or graduate-level students in transportation or closely related fields
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Data Compression for Data Mining Algorithms

de Xiaochun Wang ...

Data Compression for Data Mining Algorithms tackles the important problems in the design of more efficient data mining algorithms by way of data compression techniques and provides the first systematic and comprehensive description of the relationships between data compression mechanisms and the computations involved in data mining algorithms. Data mining algorithms are powerful analytical ... Leer más

$161.99 USD

Data Compression for Data Mining Algorithms tackles the important problems in the design of more efficient data mining algorithms by way of data compression techniques and provides the first systematic and comprehensive description of the relationships between data compression mechanisms and the computations involved in data mining algorithms. Data mining algorithms are powerful analytical
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Machine Learning Applications in Electronic Design Automation

Edición de Haoxing Ren, Jiang Hu ...

Series series Mathematics and Statistics (R0)
This book serves as a single-source reference to key machine learning (ML) applications and methods in digital and analog design and verification. Experts from academia and industry cover a wide range of the latest research on ML applications in electronic design automation (EDA), including analysis and optimization of digital design, analysis and optimization of analog design, as well as ... Leer más

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This book serves as a single-source reference to key machine learning (ML) applications and methods in digital and analog design and verification. Experts from academia and industry cover a wide range of the latest research on ML applications in electronic design automation (EDA), including analysis and optimization of digital design, analysis and optimization of analog design, as well as
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Intelligent Sensor Networks

Explainable AI for Cybersecurity

Intelligent Automation and Computer Engineering

Industrial Networks and Intelligent Systems

Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems

Joint Communications and Sensing

Embedded Cryptography 1

Sparse Arrays for Radar, Sonar, and Communications

Machine Learning for Transportation Research and Applications

Data Compression for Data Mining Algorithms

Machine Learning Applications in Electronic Design Automation

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