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Author: Aboul Ella Hassanien
Publisher: Springer
ISBN: 3030202127
Category : Technology & Engineering
Languages : en
Pages : 236
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Book Description
This book explores the main concepts, algorithms, and techniques of Machine Learning and data mining for aerospace technology. Satellites are the ‘eagle eyes’ that allow us to view massive areas of the Earth simultaneously, and can gather more data, more quickly, than tools on the ground. Consequently, the development of intelligent health monitoring systems for artificial satellites – which can determine satellites’ current status and predict their failure based on telemetry data – is one of the most important current issues in aerospace engineering. This book is divided into three parts, the first of which discusses central problems in the health monitoring of artificial satellites, including tensor-based anomaly detection for satellite telemetry data and machine learning in satellite monitoring, as well as the design, implementation, and validation of satellite simulators. The second part addresses telemetry data analytics and mining problems, while the last part focuses on security issues in telemetry data.
Author: Aboul Ella Hassanien
Publisher: Springer
ISBN: 3030202127
Category : Technology & Engineering
Languages : en
Pages : 236
Get Book Here
Book Description
This book explores the main concepts, algorithms, and techniques of Machine Learning and data mining for aerospace technology. Satellites are the ‘eagle eyes’ that allow us to view massive areas of the Earth simultaneously, and can gather more data, more quickly, than tools on the ground. Consequently, the development of intelligent health monitoring systems for artificial satellites – which can determine satellites’ current status and predict their failure based on telemetry data – is one of the most important current issues in aerospace engineering. This book is divided into three parts, the first of which discusses central problems in the health monitoring of artificial satellites, including tensor-based anomaly detection for satellite telemetry data and machine learning in satellite monitoring, as well as the design, implementation, and validation of satellite simulators. The second part addresses telemetry data analytics and mining problems, while the last part focuses on security issues in telemetry data.
Author: Aboul-Ella Hassanien
Publisher: Springer Nature
ISBN: 3030442896
Category : Technology & Engineering
Languages : en
Pages : 880
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Book Description
This book presents the proceedings of the 1st International Conference on Artificial Intelligence and Computer Visions (AICV 2020), which took place in Cairo, Egypt, from April 8 to 10, 2020. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the Scientific Research Group in Egypt (SRGE). The book is divided into sections, covering the following topics: swarm-based optimization mining and data analysis, deep learning and applications, machine learning and applications, image processing and computer vision, intelligent systems and applications, and intelligent networks.
Author: V. Bindhu
Publisher: Springer Nature
ISBN: 9813349093
Category : Technology & Engineering
Languages : en
Pages : 821
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Book Description
This book includes high-quality papers presented at the International Conference on Communication, Computing and Electronics Systems 2020, held at the PPG Institute of Technology, Coimbatore, India, on 21–22 October 2020. The book covers topics such as automation, VLSI, embedded systems, integrated device technology, satellite communication, optical communication, RF communication, microwave engineering, artificial intelligence, deep learning, pattern recognition, Internet of Things, precision models, bioinformatics, and healthcare informatics.
Author: Md. Shahriare Satu
Publisher: Springer Nature
ISBN: 303134619X
Category : Computers
Languages : en
Pages : 597
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Book Description
The two-volume set LNICST 490 and 491 constitutes the proceedings of the First International Conference on Machine Intelligence and Emerging Technologies, MIET 2022, hosted by Noakhali Science and Technology University, Noakhali, Bangladesh, during September 23–25, 2022. The 104 papers presented in the proceedings were carefully reviewed and selected from 272 submissions. This book focuses on theoretical, practical, state-of-art applications, and research challenges in the field of artificial intelligence and emerging technologies. It will be helpful for active researchers and practitioners in this field. These papers are organized in the following topical sections: imaging for disease detection; pattern recognition and natural language processing; bio signals and recommendation systems for wellbeing; network, security and nanotechnology; and emerging technologies for society and industry.
Author: Nabendu Chaki
Publisher: Springer Nature
ISBN: 9819938783
Category : Technology & Engineering
Languages : en
Pages : 801
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Book Description
The book is a collection of peer-reviewed best selected research papers presented at the International Conference on Data Analytics and Insights (ICDAI 2023), organized by Techno International, Kolkata, India, during May 11–13, 2023. The book covers important topics like sensor and network data analytics and insights; big data analytics and insights; biological and biomedical data analysis and insights; optimization techniques, time series analysis and forecasting; power and energy systems data analytics and insights; civil and environmental data analytics and insights; and industry and applications.
Author: Mrutyunjaya Panda
Publisher: Springer Nature
ISBN: 303123233X
Category : Computers
Languages : en
Pages : 438
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Book Description
This book contains the papers presented at the First International Conference on Innovations in Intelligent Computing and Communication, ICIICC 2021, held in Bhubaneswar, Odisha, India, in December, 2022. The 31 full papers presented were thoroughly reviewed and selected from 78 submissions. They are divided in three tracks with the following topics: Intelligent Computing; Communications; and Machine Learning and Data Analytics.
Author: Ahmad Fakhri Ab. Nasir
Publisher: Springer Nature
ISBN: 9813345977
Category : Technology & Engineering
Languages : en
Pages : 990
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Book Description
This book presents part of the iM3F 2020 proceedings from the Mechatronics track. It highlights key challenges and recent trends in mechatronics engineering and technology that are non-trivial in the age of Industry 4.0. It discusses traditional as well as modern solutions that are employed in the multitude spectra of mechatronics-based applications. The readers are expected to gain an insightful view on the current trends, issues, mitigating factors as well as solutions from this book.
Author: Sheng-Lung Peng
Publisher: Springer Nature
ISBN: 9811901821
Category : Technology & Engineering
Languages : en
Pages : 576
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Book Description
The conference proceeding of ICMMCS 2021 presents most recent scientific and technological advances in the fields of engineering mathematics and computational science to strengthen the links in the scientific community. It is a collection of high-quality, peer-reviewed research papers presented at the Second International Conference on Mathematical Modeling and Computational Science (ICMMCS 2021), held online during October 29–30, 2021. The topics covered in the book are mathematical logic and foundations, numerical analysis, neural networks, fuzzy set theory, coding theory, higher algebra, number theory, graph theory and combinatory, computation in complex networks, calculus, differential educations and integration, application of soft computing, knowledge engineering, machine learning, artificial intelligence, big data and data analytics, high-performance computing, network and device security, Internet of Things (IoT).
Author: Siddhartha Bhattacharyya
Publisher: Springer Nature
ISBN: 9819723213
Category :
Languages : en
Pages : 223
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Book Description
Author: Satish Chinchanikar
Publisher: CRC Press
ISBN: 1040175694
Category : Technology & Engineering
Languages : en
Pages : 315
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Book Description
This new volume presents chapters on how smart innovations are rapidly changing the materials and machining processes and structural engineering applications of machine learning in the areas of natural and renewable energy. It presents diverse research on state-of-art technology in materials and manufacturing engineering; in design engineering, automation, and electric vehicle technology; in structural engineering; and in environmental and water resources engineering. The book will be valuable for students and professionals alike on how smart innovations are rapidly changing the materials and machining processes, structural engineering, and applications of machine learning in the areas of natural and renewable energy.
