Machine Learning And Data Mining In Aerospace Technology

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Machine Learning and Data Mining in Aerospace Technology

Author : Aboul Ella Hassanien
Publisher : Springer
ISBN 13 : 3030202127
Total Pages : 232 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Machine Learning and Data Mining in Aerospace Technology by : Aboul Ella Hassanien

Download or read book Machine Learning and Data Mining in Aerospace Technology written by Aboul Ella Hassanien and published by Springer. This book was released on 2019-07-02 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Hybrid Artificial Intelligence and IoT in Healthcare

Author : Akash Kumar Bhoi
Publisher : Springer Nature
ISBN 13 : 9811629722
Total Pages : 328 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Hybrid Artificial Intelligence and IoT in Healthcare by : Akash Kumar Bhoi

Download or read book Hybrid Artificial Intelligence and IoT in Healthcare written by Akash Kumar Bhoi and published by Springer Nature. This book was released on 2021-07-22 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers applications for hybrid artificial intelligence (AI) and Internet of Things (IoT) for integrated approach and problem solving in the areas of radiology, drug interactions, creation of new drugs, imaging, electronic health records, disease diagnosis, telehealth, and mobility-related problems in healthcare. The book discusses the convergence of AI and the hybrid approaches in healthcare which optimizes the possible solutions and better treatment. Internet of Things (IoT) in healthcare is the next-gen technologies which automate the healthcare facility by mobility solutions are discussed in detail. It also discusses hybrid AI with bio-inspired techniques, genetic algorithm, neuro-fuzzy algorithms, and soft computing approaches which significantly improves the prediction of critical cardiovascular abnormalities and other healthcare solutions to the ongoing challenging research.

Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020)

Author : Aboul-Ella Hassanien
Publisher : Springer Nature
ISBN 13 : 3030442896
Total Pages : 880 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020) by : Aboul-Ella Hassanien

Download or read book Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020) written by Aboul-Ella Hassanien and published by Springer Nature. This book was released on 2020-03-23 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Recent Trends in Intelligence Enabled Research

Author : Siddhartha Bhattacharyya
Publisher : Springer Nature
ISBN 13 : 9819723213
Total Pages : 223 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Recent Trends in Intelligence Enabled Research by : Siddhartha Bhattacharyya

Download or read book Recent Trends in Intelligence Enabled Research written by Siddhartha Bhattacharyya and published by Springer Nature. This book was released on with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Intelligence and Emerging Technologies

Author : Md. Shahriare Satu
Publisher : Springer Nature
ISBN 13 : 303134619X
Total Pages : 597 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Machine Intelligence and Emerging Technologies by : Md. Shahriare Satu

Download or read book Machine Intelligence and Emerging Technologies written by Md. Shahriare Satu and published by Springer Nature. This book was released on 2023-06-10 with total page 597 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

International Conference on Communication, Computing and Electronics Systems

Author : V. Bindhu
Publisher : Springer Nature
ISBN 13 : 9813349093
Total Pages : 821 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis International Conference on Communication, Computing and Electronics Systems by : V. Bindhu

Download or read book International Conference on Communication, Computing and Electronics Systems written by V. Bindhu and published by Springer Nature. This book was released on 2021-03-25 with total page 821 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Data Mining and Knowledge Discovery

Author : Belur V. Dasarathy
Publisher : SPIE-International Society for Optical Engineering
ISBN 13 :
Total Pages : 248 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Data Mining and Knowledge Discovery by : Belur V. Dasarathy

Download or read book Data Mining and Knowledge Discovery written by Belur V. Dasarathy and published by SPIE-International Society for Optical Engineering. This book was released on 1999 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: The incorporation of new technology into aviation has had an enormous impact. Advances in microelectronics, stealth technology, engine design, and electronic sensors and displays have converted simple aircraft into formidable flying machines. In this book, recognized experts in aviation helmet-mounted displays summarize 25 years of knowledge and experience in HMD visual, acoustic, and biodynamic performance, and user issues such as sizing, fitting, and emergency egress.

Recent Trends in Mechatronics Towards Industry 4.0

Author : Ahmad Fakhri Ab. Nasir
Publisher : Springer Nature
ISBN 13 : 9813345977
Total Pages : 1022 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Recent Trends in Mechatronics Towards Industry 4.0 by : Ahmad Fakhri Ab. Nasir

Download or read book Recent Trends in Mechatronics Towards Industry 4.0 written by Ahmad Fakhri Ab. Nasir and published by Springer Nature. This book was released on 2021-07-15 with total page 1022 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Innovations in Intelligent Computing and Communication

Author : Mrutyunjaya Panda
Publisher : Springer Nature
ISBN 13 : 303123233X
Total Pages : 438 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Innovations in Intelligent Computing and Communication by : Mrutyunjaya Panda

Download or read book Innovations in Intelligent Computing and Communication written by Mrutyunjaya Panda and published by Springer Nature. This book was released on 2022-12-20 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Cognitive Informatics and Soft Computing

Author : Pradeep Kumar Mallick
Publisher : Springer Nature
ISBN 13 : 9811687633
Total Pages : 779 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Cognitive Informatics and Soft Computing by : Pradeep Kumar Mallick

Download or read book Cognitive Informatics and Soft Computing written by Pradeep Kumar Mallick and published by Springer Nature. This book was released on 2022-05-30 with total page 779 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected research papers presented at the 4th International Conference on Cognitive Informatics and Soft Computing (CISC 2021), held at Balasore College of Engineering & Technology, Balasore, Odisha, India, from 21–22 August 2021. It highlights, in particular, innovative research in the fields of cognitive informatics, cognitive computing, computational intelligence, advanced computing, and hybrid intelligent models and applications. New algorithms and methods in a variety of fields are presented, together with solution-based approaches. The topics addressed include various theoretical aspects and applications of computer science, artificial intelligence, cybernetics, automation control theory, and software engineering.

Research Anthology on Convergence of Blockchain, Internet of Things, and Security

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668471337
Total Pages : 1363 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Convergence of Blockchain, Internet of Things, and Security by : Management Association, Information Resources

Download or read book Research Anthology on Convergence of Blockchain, Internet of Things, and Security written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-07-08 with total page 1363 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of technology has proven to be a threat to personal data, cyberspace protection, and organizational security. However, these technologies can be used to enhance the effectiveness of institutional security. Through the use of blockchain and the internet of things (IoT), organizations may combat cybercriminals and better protect their privacy. The Research Anthology on Convergence of Blockchain, Internet of Things, and Security describes the implementation of blockchain and IoT technologies to better protect personal and organizational data as well as enhance overall security. It also explains the tools, applications, and emerging innovations in security and the ways in which they are enhanced by blockchain and IoT. Covering topics such as electronic health records, intrusion detection, and software engineering, this major reference work is an essential resource for business leaders and executives, IT managers, computer scientists, hospital administrators, security professionals, law enforcement, students and faculty of higher education, librarians, researchers, and academicians.

Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023

Author : Nabendu Chaki
Publisher : Springer Nature
ISBN 13 : 9819938783
Total Pages : 801 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023 by : Nabendu Chaki

Download or read book Proceedings of International Conference on Data Analytics and Insights, ICDAI 2023 written by Nabendu Chaki and published by Springer Nature. This book was released on 2023-07-24 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Privacy and Security Issues in Big Data

Author : Pradip Kumar Das
Publisher : Springer Nature
ISBN 13 : 981161007X
Total Pages : 219 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Privacy and Security Issues in Big Data by : Pradip Kumar Das

Download or read book Privacy and Security Issues in Big Data written by Pradip Kumar Das and published by Springer Nature. This book was released on 2021-04-23 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on privacy and security concerns in big data and differentiates between privacy and security and privacy requirements in big data. It focuses on the results obtained after applying a systematic mapping study and implementation of security in the big data for utilizing in business under the establishment of “Business Intelligence”. The chapters start with the definition of big data, discussions why security is used in business infrastructure and how the security can be improved. In this book, some of the data security and data protection techniques are focused and it presents the challenges and suggestions to meet the requirements of computing, communication and storage capabilities for data mining and analytics applications with large aggregate data in business.

International Conference on IoT, Intelligent Computing and Security

Author : Rajeev Agrawal
Publisher : Springer Nature
ISBN 13 : 9811981361
Total Pages : 488 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis International Conference on IoT, Intelligent Computing and Security by : Rajeev Agrawal

Download or read book International Conference on IoT, Intelligent Computing and Security written by Rajeev Agrawal and published by Springer Nature. This book was released on 2023-04-01 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select peer-reviewed papers from the International Conference on IoT, Intelligent Computing and Security, IICS 2021. The contents focus on the latest research in artificial intelligence, IoT, intelligent computing, and leading technological convergence security challenges. The book also discusses AI-driven automation of highly connected smart devices across the globe presenting the fast technological shift with the futuristic scenario, bursting perspective of IoT, computational intelligence, and security concerns. This book supports the transfer of vital knowledge to the next generation of researchers, students, and practitioners in academia and industry.

Computational Intelligence for Cybersecurity Management and Applications

Author : Yassine Maleh
Publisher : CRC Press
ISBN 13 : 1000853349
Total Pages : 249 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Computational Intelligence for Cybersecurity Management and Applications by : Yassine Maleh

Download or read book Computational Intelligence for Cybersecurity Management and Applications written by Yassine Maleh and published by CRC Press. This book was released on 2023-04-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: As cyberattacks continue to grow in complexity and number, computational intelligence is helping under-resourced security analysts stay one step ahead of threats. Drawing on threat intelligence from millions of studies, blogs, and news articles, computational intelligence techniques such as machine learning and automatic natural language processing quickly provide the means to identify real threats and dramatically reduce response times. The book collects and reports on recent high-quality research addressing different cybersecurity challenges. It: explores the newest developments in the use of computational intelligence and AI for cybersecurity applications provides several case studies related to computational intelligence techniques for cybersecurity in a wide range of applications (smart health care, blockchain, cyber-physical system, etc.) integrates theoretical and practical aspects of computational intelligence for cybersecurity so that any reader, from novice to expert, may understand the book’s explanations of key topics. It offers comprehensive coverage of the essential topics, including: machine learning and deep learning for cybersecurity blockchain for cybersecurity and privacy security engineering for cyber-physical systems AI and data analytics techniques for cybersecurity in smart systems trust in digital systems This book discusses the current state-of-the-art and practical solutions for the following cybersecurity and privacy issues using artificial intelligence techniques and cutting-edge technology. Readers interested in learning more about computational intelligence techniques for cybersecurity applications and management will find this book invaluable. They will get insight into potential avenues for future study on these topics and be able to prioritize their efforts better.

Proceedings of 2nd International Conference on Mathematical Modeling and Computational Science

Author : Sheng-Lung Peng
Publisher : Springer Nature
ISBN 13 : 9811901821
Total Pages : 576 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Proceedings of 2nd International Conference on Mathematical Modeling and Computational Science by : Sheng-Lung Peng

Download or read book Proceedings of 2nd International Conference on Mathematical Modeling and Computational Science written by Sheng-Lung Peng and published by Springer Nature. This book was released on 2022-06-28 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Predictive Analytics in Cloud, Fog, and Edge Computing

Author : Hiren Kumar Thakkar
Publisher : Springer Nature
ISBN 13 : 3031180348
Total Pages : 252 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Predictive Analytics in Cloud, Fog, and Edge Computing by : Hiren Kumar Thakkar

Download or read book Predictive Analytics in Cloud, Fog, and Edge Computing written by Hiren Kumar Thakkar and published by Springer Nature. This book was released on 2022-12-16 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the relationship of recent technologies (such as Blockchain, IoT, and 5G) with the cloud computing as well as fog computing, and mobile edge computing. The relationship will not be limited to only architecture proposal, trends, and technical advancements. However, the book also explores the possibility of predictive analytics in cloud computing with respect to Blockchain, IoT, and 5G. The recent advancements in the internet-supported distributed computing i.e. cloud computing, has made it possible to process the bulk amount of data in a parallel and distributed. This has made it a lucrative technology to process the data generated from technologies such as Blockchain, IoT, and 5G. However, there are several issues a Cloud Service Provider (CSP) encounters, such as Blockchain security in cloud, IoT elasticity and scalability management in cloud, Service Level Agreement (SLA) compliances for 5G, Resource management, Load balancing, and Fault-tolerance. This edited book will discuss the aforementioned issues in connection with Blockchain, IoT, and 5G. Moreover, the book discusses how the cloud computing is not sufficient and one needs to use fog computing, and edge computing to efficiently process the data generated from IoT, and 5G. Moreover, the book shows how smart city, smart healthcare system, and smart communities are few of the most relevant IoT applications where fog computing plays a significant role. The book discusses the limitation of fog computing and the need for the edge computing to further reduce the network latency to process streaming data from IoT devices. The book also explores power of predictive analytics of Blockchain, IoT, and 5G data in cloud computing with its sister technologies. Since, the amount of resources increases day-by day, artificial intelligence (AI) tools are becoming more popular due to their capability which can be used in solving wide variety of issues, such as minimize the energy consumption of physical servers, optimize the service cost, improve the quality of experience, increase the service availability, efficiently handle the huge data flow, manages the large number of IoT devices, etc.