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Anomaly Detection And Complex Event Processing Over Iot Data Streams, Schneider, Patrick


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Цена: 17180.00р.
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При оформлении заказа до: 2025-08-18
Ориентировочная дата поставки: конец Сентября - начало Октября
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Автор: Schneider, Patrick
Название:  Anomaly Detection And Complex Event Processing Over Iot Data Streams
ISBN: 9780128238189
Издательство: Elsevier Science
Классификация:



ISBN-10: 0128238186
Обложка/Формат: Paperback
Вес: 0.83 кг.
Дата издания: 01.06.2021
Язык: English
Размер: 190 x 236 x 27
Читательская аудитория: Professional & vocational
Подзаголовок: With application to ehealth and patient data monitoring
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

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.




Biologically Inspired Approaches for Locomotion, Anomaly Detection and Reconfiguration for Walking Robots

Автор: Jakimovski
Название: Biologically Inspired Approaches for Locomotion, Anomaly Detection and Reconfiguration for Walking Robots
ISBN: 3642225047 ISBN-13(EAN): 9783642225048
Издательство: Springer
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Цена: 19564.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The increasing presence of mobile robots in our everyday lives introduces the requirements for their intelligent and autonomous features. Therefore the next generation of mobile robots should be more self-capable, in respect to: increasing of their functionality in unforeseen situations, decreasing of the human involvement in their everyday operations and their maintenance; being robust; fault tolerant and reliable in their operation.Although mobile robotic systems have been a topic of research for decades and aside the technology improvements nowadays, the subject on how to program and making them more autonomous in their operations is still an open field for research.Applying bio-inspired, organic approaches in robotics domain is one of the methodologies that are considered that would help on making the robots more autonomous and self-capable, i.e. having properties such as: self-reconfiguration, self-adaptation, self-optimization, etc.In this book several novel biologically inspired approaches for walking robots (multi-legged and humanoid) domain are introduced and elaborated. They are related to self-organized and self-stabilized robot walking, anomaly detection within robot systems using self-adaptation, and mitigating the faulty robot conditions by self-reconfiguration of a multi-legged walking robot. The approaches presented have been practically evaluated in various test scenarios, the results from the experiments are discussed in details and their practical usefulness is validated.

Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video

Автор: Isupova
Название: Machine Learning Methods for Behaviour Analysis and Anomaly Detection in Video
ISBN: 3319755072 ISBN-13(EAN): 9783319755076
Издательство: Springer
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Цена: 15372.00 р.
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Описание: The book introduces novel Bayesian topic models for detection of events that are different from typical activities and a novel framework for change point detection for identifying sudden behavioural changes.Behaviour analysis and anomaly detection are key components of intelligent vision systems.

Management and Processing of Complex Data Structures

Автор: Kai v. Luck; Heinz Marburger
Название: Management and Processing of Complex Data Structures
ISBN: 3540578021 ISBN-13(EAN): 9783540578024
Издательство: Springer
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Цена: 8384.00 р.
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Описание: This volume of conference proceedings focuses on the management and processing of complex data structures. Most of the contributors stress the need for new or extended formalisms and their deductive capabilities, analyzing the properties needed to manage complex structures.

Python Image Processing Cookbook: Over 60 recipes to help you perform complex image processing and computer vision tasks with ease

Автор: Dey Sandipan
Название: Python Image Processing Cookbook: Over 60 recipes to help you perform complex image processing and computer vision tasks with ease
ISBN: 1789537142 ISBN-13(EAN): 9781789537147
Издательство: Неизвестно
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Цена: 9010.00 р.
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Описание: Advancements in wireless devices and mobile technology have enabled the acquisition of a tremendous amount of graphics, pictures, and videos. Through cutting edge recipes, this book provides coverage on tools, algorithms, and analysis for image processing. This book provides solutions addressing the challenges and complex tasks of image processing.

Communication in Vehicles: Cultural Variability in Speech Systems

Автор: Brion van Over, Ute Winter, Elizabeth Molina-Markham, Sunny Lie, Donal Carbaugh
Название: Communication in Vehicles: Cultural Variability in Speech Systems
ISBN: 3110518910 ISBN-13(EAN): 9783110518917
Издательство: Walter de Gruyter
Цена: 9288.00 р.
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Описание:

New technology in vehicles is transforming the way people move around as well as what they do in their vehicles. How does one communicate with an in-car speech system and how does this vary by language or cultural community? This book explores this process by focusing on the communication practices that people engage in when using their in-car systems and when talking about their vehicles with co-passengers. Chapters present a robust theory and methodology for studying communication in cars, how tasks are begun and ended, how people switch between tasks, how non-task talk appears, what ways and styles of communication drivers prefer, and how they expect the system voice to respond, among other things. Particular attention is given to cultural preferences as they are evident in this communication; these preferences are found to ground various trajectories in the use and meaning of in-car communication practices. The book explores these matters with a focus on the United States and Mainland China. Implications are drawn for the design and utilization of in-car communication systems.


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