Anomaly Detection And Complex Event Processing Over Iot Data Streams

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Anomaly Detection and Complex Event Processing Over IoT Data Streams

Author : Patrick Schneider
Publisher : Academic Press
ISBN 13 : 0128238194
Total Pages : 408 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Anomaly Detection and Complex Event Processing Over IoT Data Streams by : Patrick Schneider

Download or read book Anomaly Detection and Complex Event Processing Over IoT Data Streams written by Patrick Schneider and published by Academic Press. This book was released on 2022-01-07 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anomaly Detection and Complex Event Processing over IoT Data Streams: With Application to eHealth and Patient Data Monitoring presents advanced processing techniques for IoT data streams and the anomaly detection algorithms over them. The book brings new advances and generalized techniques for processing IoT data streams, semantic data enrichment with contextual information at Edge, Fog and Cloud as well as complex event processing in IoT applications. The book comprises fundamental models, concepts and algorithms, architectures and technological solutions as well as their application to eHealth. Case studies, such as the bio-metric signals stream processing are presented –the massive amount of raw ECG signals from the sensors are processed dynamically across the data pipeline and classified with modern machine learning approaches including the Hierarchical Temporal Memory and Deep Learning algorithms. The book discusses adaptive solutions to IoT stream processing that can be extended to different use cases from different fields of eHealth, to enable a complex analysis of patient data in a historical, predictive and even prescriptive application scenarios. The book ends with a discussion on ethics, emerging research trends, issues and challenges of IoT data stream processing. Provides the state-of-the-art in IoT Data Stream Processing, Semantic Data Enrichment, Reasoning and Knowledge Covers extraction (Anomaly Detection) Illustrates new, scalable and reliable processing techniques based on IoT stream technologies Offers applications to new, real-time anomaly detection scenarios in the health domain

Data Semantic Enrichment for Complex Event Processing Over IoT Data Streams

Author : Patrick Schneider
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (122 download)

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Book Synopsis Data Semantic Enrichment for Complex Event Processing Over IoT Data Streams by : Patrick Schneider

Download or read book Data Semantic Enrichment for Complex Event Processing Over IoT Data Streams written by Patrick Schneider and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis generalizes techniques for processing IoT data streams, semantically enrich data with contextual information, as well as complex event processing in IoT applications. A case study for ECG anomaly detection and signal classification was conducted to validate the knowledge foundation.

Emerging Trends in Expert Applications and Security

Author : Vijay Singh Rathore
Publisher : Springer Nature
ISBN 13 : 9819739918
Total Pages : 473 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Emerging Trends in Expert Applications and Security by : Vijay Singh Rathore

Download or read book Emerging Trends in Expert Applications and Security written by Vijay Singh Rathore and published by Springer Nature. This book was released on with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Edge Computing: Massive Parallel Processing and Applications

Author : F. Xhafa
Publisher : IOS Press
ISBN 13 : 1643680633
Total Pages : 326 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Advances in Edge Computing: Massive Parallel Processing and Applications by : F. Xhafa

Download or read book Advances in Edge Computing: Massive Parallel Processing and Applications written by F. Xhafa and published by IOS Press. This book was released on 2020-03-10 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid advance of Internet of Things (IoT) technologies has resulted in the number of IoT-connected devices growing exponentially, with billions of connected devices worldwide. While this development brings with it great opportunities for many fields of science, engineering, business and everyday life, it also presents challenges such as an architectural bottleneck – with a very large number of IoT devices connected to a rather small number of servers in Cloud data centers – and the problem of data deluge. Edge computing aims to alleviate the computational burden of the IoT for the Cloud by pushing some of the computations and logics of processing from the Cloud to the Edge of the Internet. It is becoming commonplace to allocate tasks and applications such as data filtering, classification, semantic enrichment and data aggregation to this layer, but to prevent this new layer from itself becoming another bottleneck for the whole computing stack from IoT to the Cloud, the Edge computing layer needs to be capable of implementing massively parallel and distributed algorithms efficiently. This book, Advances in Edge Computing: Massive Parallel Processing and Applications, addresses these challenges in 11 chapters. Subjects covered include: Fog storage software architecture; IoT-based crowdsourcing; the industrial Internet of Things; privacy issues; smart home management in the Cloud and the Fog; and a cloud robotic solution to assist medical applications. Providing an overview of developments in the field, the book will be of interest to all those working with the Internet of Things and Edge computing.

Machine Learning and Optimization for Engineering Design

Author : Apoorva S. Shastri
Publisher : Springer Nature
ISBN 13 : 9819974569
Total Pages : 175 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Machine Learning and Optimization for Engineering Design by : Apoorva S. Shastri

Download or read book Machine Learning and Optimization for Engineering Design written by Apoorva S. Shastri and published by Springer Nature. This book was released on 2024-01-27 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide a collection of state-of-the-art scientific and technical research papers related to machine learning-based algorithms in the field of optimization and engineering design. The theoretical and practical development for numerous engineering applications such as smart homes, ICT-based irrigation systems, academic success prediction, future agro-industry for crop production, disease classification in plants, dental problems and solutions, loan eligibility processing, etc., and their implementation with several case studies and literature reviews are included as self-contained chapters. Additionally, the book intends to highlight the importance of study and effectiveness in addressing the time and space complexity of problems and enhancing accuracy, analysis, and validations for different practical applications by acknowledging the state-of-the-art literature survey. The book targets a larger audience by exploring multidisciplinary research directions such as computer vision, machine learning, artificial intelligence, modified/newly developed machine learning algorithms, etc., to enhance engineering design applications for society. State-of-the-art research work with illustrations and exercises along with pseudo-code has been provided here.

Recent Advancements in the Diagnosis of Human Disease

Author : Irshad M. Sulaiman
Publisher : CRC Press
ISBN 13 : 1040039812
Total Pages : 371 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Recent Advancements in the Diagnosis of Human Disease by : Irshad M. Sulaiman

Download or read book Recent Advancements in the Diagnosis of Human Disease written by Irshad M. Sulaiman and published by CRC Press. This book was released on 2024-06-14 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Viruses, bacteria, fungi and parasites are known to cause the most common human disease. It frequently spreads through direct contact (from human to human, animal to human), and through contaminated food or water. With the advancement of diagnostic techniques, it is now possible to rapidly identify microorganisms causing human disease and correlate with the corresponding clinical infection. Therefore, there is a need to develop robust and high-throughput diagnostic methods to prevent and control human disease of public health importance. This book entitled “Recent Advancements in the Diagnosis of Human Disease” will help the scientific community to better understand the transmission dynamics of some human diseases.

Artificial Intelligence Transformations for Healthcare Applications: Medical Diagnosis, Treatment, and Patient Care

Author : Murugan, Thangavel
Publisher : IGI Global
ISBN 13 :
Total Pages : 418 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Artificial Intelligence Transformations for Healthcare Applications: Medical Diagnosis, Treatment, and Patient Care by : Murugan, Thangavel

Download or read book Artificial Intelligence Transformations for Healthcare Applications: Medical Diagnosis, Treatment, and Patient Care written by Murugan, Thangavel and published by IGI Global. This book was released on 2024-07-22 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has emerged as a transformative force across various domains, revolutionizing the way we perceive and address challenges in healthcare. The convergence of AI and healthcare holds immense promise, offering unprecedented opportunities to enhance medical diagnosis, treatment, and patient care. In todays world, the intersection of AI and healthcare stands as one of the most promising frontiers for innovation and progress. Artificial Intelligence Transformations for Healthcare Applications: Medical Diagnosis, Treatment, and Patient Care embodies this convergence, offering a comprehensive exploration of how AI is revolutionizing various aspects of healthcare delivery. At its core, this book addresses the urgent need for more effective and efficient healthcare solutions in an increasingly complex and data-rich environment. Covering topics such as chronic disease, image classification, and precision medicine, this book is an essential resource for healthcare professionals, medical researchers, AI and machine learning specialists, healthcare administrators and executives, medical educators and students, biomedical engineers, healthcare IT professionals, policy makers and regulators, academicians, and more.

Applied Cryptography and Network Security Workshops

Author : Martin Andreoni
Publisher : Springer Nature
ISBN 13 : 3031614895
Total Pages : 253 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Applied Cryptography and Network Security Workshops by : Martin Andreoni

Download or read book Applied Cryptography and Network Security Workshops written by Martin Andreoni and published by Springer Nature. This book was released on with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cognitive Digital Twins for Smart Lifecycle Management of Built Environment and Infrastructure

Author : Ibrahim Yitmen
Publisher : CRC Press
ISBN 13 : 1000918971
Total Pages : 267 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Cognitive Digital Twins for Smart Lifecycle Management of Built Environment and Infrastructure by : Ibrahim Yitmen

Download or read book Cognitive Digital Twins for Smart Lifecycle Management of Built Environment and Infrastructure written by Ibrahim Yitmen and published by CRC Press. This book was released on 2023-07-17 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides knowledge into Cognitive Digital Twins for smart lifecycle management of built environment and infrastructure focusing on challenges and opportunities. It focuses on the challenges and opportunities of data-driven cognitive systems by integrating the heterogeneous data from multiple resources that can easily be used in a machine learning model and adjust the algorithms. It comprises Digital Twins incorporating cognitive features that will enable sensing complex and unpredicted behavior and reason about dynamic strategies for process optimization to support decision-making in lifecycle management of the built environment and infrastructure. The book introduces the Knowledge Graph (KG)-centric framework for Cognitive Digital Twins involving process modeling and simulation, ontology-based Knowledge Graph, analytics for process optimizations, and interfaces for data operability. It offers contributions of Cognitive Digital Twins for the integration of IoT, Big data, AI, smart sensors, machine learning and communication technologies, all connected to a novel paradigm of self-learning hybrid models with proactive cognitive capabilities. The book presents the topologies of models described for autonomous real time interpretation and decision-making support of complex system development based on Cognitive Digital Twins with applications in critical domains such as maintenance of complex engineering assets in built environment and infrastructure. It offers the essential material to enlighten pertinent research communities of the state-of-the-art research and the latest development in the area of Cognitive Digital Twins, as well as a valuable reference for planners, designers, developers, and ICT experts who are working towards the development and implementation of autonomous Cognitive IoT based on big data analytics and context–aware computing.

Artificial Intelligence of Things

Author : Rama Krishna Challa
Publisher : Springer Nature
ISBN 13 : 3031487745
Total Pages : 402 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Artificial Intelligence of Things by : Rama Krishna Challa

Download or read book Artificial Intelligence of Things written by Rama Krishna Challa and published by Springer Nature. This book was released on 2023-12-02 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: These two volumes constitute the revised selected papers of First International Conference, ICAIoT 2023, held in Chandigarh, India, during March 30–31, 2023. The 47 full papers and the 10 short papers included in this volume were carefully reviewed and selected from 401 submissions. The two books focus on research issues, opportunities and challenges of AI and IoT applications. They present the most recent innovations, trends, and concerns as well as practical challenges encountered and solutions adopted in the fields of AI algorithms implementation in IoT Systems

Deep Learning Theory and Applications

Author : Ana Fred
Publisher : Springer Nature
ISBN 13 : 3031667050
Total Pages : 404 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Deep Learning Theory and Applications by : Ana Fred

Download or read book Deep Learning Theory and Applications written by Ana Fred and published by Springer Nature. This book was released on with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt:

IoT-based Intelligent Modelling for Environmental and Ecological Engineering

Author : Paul Krause
Publisher : Springer Nature
ISBN 13 : 3030711722
Total Pages : 318 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis IoT-based Intelligent Modelling for Environmental and Ecological Engineering by : Paul Krause

Download or read book IoT-based Intelligent Modelling for Environmental and Ecological Engineering written by Paul Krause and published by Springer Nature. This book was released on 2021-05-31 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings to readers thirteen chapters with contributions to the benefits of using IoT and Cloud Computing to agro-ecosystems from a multi-disciplinary perspective. IoT and Cloud systems have prompted the development of a Cloud digital ecosystem referred to as Cloud-to-thing continuum computing. The key success of IoT computing and the Cloud digital ecosystem is that IoT can be integrated seamlessly with the physical environment and therefore has the potential to leverage innovative services in agro-ecosystems. Areas such as ecological monitoring, agriculture, and biodiversity constitute a large area of potential application of IoT and Cloud technologies. In contrast to traditional agriculture systems that have employed aggressive policies to increase productivity, new agro-ecosystems aim to increase productivity but also achieve efficiency and competitiveness in modern sustainable agriculture and contribute, more broadly, to the green economy and sustainable food-chain industry. Fundamental research as well as concrete applications from various real-life scenarios, such as smart farming, precision agriculture, green agriculture, sustainable livestock and sow farming, climate threat, and societal and environmental impacts, is presented. Research issues and challenges are also discussed towards envisioning efficient and scalable solutions to agro-ecosystems based on IoT and Cloud technologies. Our fundamental belief is that we can collectively trigger a new revolution that will transition agriculture into an equable system that not only feeds the world, but also contributes to mitigating the climate change and biodiversity crises that our historical actions have triggered.

Artificial Intelligence for Security

Author : Tuomo Sipola
Publisher : Springer Nature
ISBN 13 : 3031574524
Total Pages : 373 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Artificial Intelligence for Security by : Tuomo Sipola

Download or read book Artificial Intelligence for Security written by Tuomo Sipola and published by Springer Nature. This book was released on with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Maritime Technology and Engineering

Author : Carlos Guedes Soares
Publisher : CRC Press
ISBN 13 : 1040125832
Total Pages : 609 pages
Book Rating : 4.0/5 (41 download)

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Book Synopsis Advances in Maritime Technology and Engineering by : Carlos Guedes Soares

Download or read book Advances in Maritime Technology and Engineering written by Carlos Guedes Soares and published by CRC Press. This book was released on 2024-05-08 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Maritime Technology and Engineering comprises a collection of the papers presented at the 7th International Conference on Maritime Technology and Engineering (MARTECH 2024) held in Lisbon, Portugal, on 14-16 May 2024. This Conference has evolved from the series of biannual national conferences in Portugal, which have become an international event, reflecting the internationalization of the maritime sector and its activities. MARTECH 2024 is the seventh of this new series of biannual conferences. This book comprises 142 contributions that were reviewed by an International Scientific Committee. Advances in Maritime Technology and Engineering is dedicated to maritime transportation, ports as well as maritime safety and reliability. It further comprises sections dedicated to ship design, cruise ship design, and to the structural aspects of ship design, such as ultimate strength and composites, subsea structures as pipelines, and to ship building and ship repair. The Proceedings in Marine Technology and Ocean Engineering series is dedicated to the publication of proceedings of peer-reviewed international conferences dealing with various aspects of “Marine Technology and Ocean Engineering”. The series includes the proceedings of the following conferences: the International Maritime Association of the Mediterranean (IMAM) conferences, the Marine Structures (MARSTRUCT) conferences, the Renewable Energies Offshore (RENEW) conferences and the Maritime Technology (MARTECH) conferences. The “Marine Technology and Ocean Engineering” series is also open to new conferences that cover topics on the sustainable exploration of marine resources in various fields, such as maritime transport and ports, usage of the ocean including coastal areas, nautical activities, the exploration and exploitation of mineral resources, the protection of the marine environment and is resources, and risk analysis, safety and reliability. The aim of the series is to stimulate advanced education and training through the wide dissemination of the results of scientific research.

Cloud Database: Empowering Scalable and Flexible Data Management

Author : Dr. A. Karunamurthy
Publisher : Quing: International Journal of Innovative Research in Science and Engineering
ISBN 13 :
Total Pages : 23 pages
Book Rating : 4./5 ( download)

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Book Synopsis Cloud Database: Empowering Scalable and Flexible Data Management by : Dr. A. Karunamurthy

Download or read book Cloud Database: Empowering Scalable and Flexible Data Management written by Dr. A. Karunamurthy and published by Quing: International Journal of Innovative Research in Science and Engineering. This book was released on 2023-03-30 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper explores the concept of cloud database, which leverages the power of cloud computing to provide scalable and flexible data management solutions. It discusses the benefits, challenges, and considerations associated with adopting cloud databases, along with various architectural models and deployment options. The chapter also delves into the key features, such as elasticity, high availability, and data security, offered by cloud databases. Furthermore, it examines the role of cloud databases in modern applications, including their integration with other cloud services and their ability to support big data analytics. The chapter concludes by highlighting future trends and advancements in cloud database technologies.

Efficient Complex Event Processing Over Data Streams

Author : Jacob Aae Mikkelsen
Publisher :
ISBN 13 :
Total Pages : 71 pages
Book Rating : 4.:/5 (76 download)

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Book Synopsis Efficient Complex Event Processing Over Data Streams by : Jacob Aae Mikkelsen

Download or read book Efficient Complex Event Processing Over Data Streams written by Jacob Aae Mikkelsen and published by . This book was released on 2010 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Science and Its Applications – ICCSA 2023 Workshops

Author : Osvaldo Gervasi
Publisher : Springer Nature
ISBN 13 : 3031371178
Total Pages : 747 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Computational Science and Its Applications – ICCSA 2023 Workshops by : Osvaldo Gervasi

Download or read book Computational Science and Its Applications – ICCSA 2023 Workshops written by Osvaldo Gervasi and published by Springer Nature. This book was released on 2023-06-28 with total page 747 pages. Available in PDF, EPUB and Kindle. Book excerpt: This nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023. The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023).