Anomaly Detection as a Service: Challenges, Advances, and Opportunities, Danfeng (Daphne) Yao, Xiaokui Shu, Long Cheng, Salvatore J. Stolfo

Автор: Liu Wenyin; Josep Llad?s; Jean-Marc Ogier
Название: Graphics Recognition. Recent Advances and New Opportunities
ISBN: 3540881840 ISBN-13(EAN): 9783540881841
Издательство: Springer
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Цена: 55890.00 T
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Описание: Covers the post-proceedings of the 7th International Workshop on Graphics Recognition, GREC 2007, held in Curitiba, Brazil in September 2007. This book features sections on technical documents, maps and diagrams understanding; symbol and shape description and recognition; and, information retrieval, indexing and spotting.

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: 130430.00 T
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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.

Автор: Been-Chian Chien; Tzung-Pei Hong
Название: Opportunities and Challenges for Next-Generation Applied Intelligence
ISBN: 3642100880 ISBN-13(EAN): 9783642100888
Издательство: Springer
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Цена: 204040.00 T
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Описание: The term "Artificial Intelligence" has been used since 1956 and has become a very popular research field. This volume provides up-to-date and state-of-the-art research on the applications of artificial Intelligence techniques.

Автор: Danfeng (Daphne) Yao, Xiaokui Shu, Long Cheng, Salvatore J. Stolfo
Название: Anomaly Detection as a Service: Challenges, Advances, and Opportunities
ISBN: 1681732424 ISBN-13(EAN): 9781681732428
Издательство: Mare Nostrum (Eurospan)
Цена: 97950.00 T
Наличие на складе: Невозможна поставка.
Описание: Anomaly detection has been a long-standing security approach with versatile applications, ranging from securing server programs in critical environments, to detecting insider threats in enterprises, to anti-abuse detection for online social networks. Despite the seemingly diverse application domains, anomaly detection solutions share similar technical challenges, such as how to accurately recognize various normal patterns, how to reduce false alarms, how to adapt to concept drifts, and how to minimize performance impact. They also share similar detection approaches and evaluation methods, such as feature extraction, dimension reduction, and experimental evaluation.The main purpose of this book is to help advance the real-world adoption and deployment anomaly detection technologies, by systematizing the body of existing knowledge on anomaly detection. This book is focused on data-driven anomaly detection for software, systems, and networks against advanced exploits and attacks, but also touches on a number of applications, including fraud detection and insider threats. We explain the key technical components in anomaly detection workflows, give in-depth description of the state-of-the-art data-driven anomaly-based security solutions, and more importantly, point out promising new research directions. This book emphasizes on the need and challenges for deploying service-oriented anomaly detection in practice, where clients can outsource the detection to dedicated security providers and enjoy the protection without tending to the intricate details.

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: 102480.00 T
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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.

Автор: Il-Yeol Song; Mario Piattini; Yi-Ping Phoebe Chen;
Название: Advances in Conceptual Modeling - Challenges and Opportunities
ISBN: 3540879900 ISBN-13(EAN): 9783540879909
Издательство: Springer
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Цена: 83850.00 T
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Описание: Constitutes the refereed joint proceedings of seven international workshops held in conjunction with the 27th International Conference on Conceptual Modeling, ER 2008, in Barcelona, Spain, in October 2008.

Автор: Been-Chian Chien; Tzung-Pei Hong
Название: Opportunities and Challenges for Next-Generation Applied Intelligence
ISBN: 3540928138 ISBN-13(EAN): 9783540928133
Издательство: Springer
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Цена: 204040.00 T
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Описание: The term "Artificial Intelligence" has been used since 1956 and has become a very popular research field. This volume provides up-to-date and state-of-the-art research on the applications of artificial Intelligence techniques.

Автор: Giovanni Vigna; Erland Jonsson; Christopher Kruege
Название: Recent Advances in Intrusion Detection
ISBN: 3540408789 ISBN-13(EAN): 9783540408789
Издательство: Springer
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Цена: 65210.00 T
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Автор: Louis E. Freund; Wojciech Cellary
Название: Advances in The Human Side of Service Engineering
ISBN: 3319604856 ISBN-13(EAN): 9783319604855
Издательство: Springer
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Цена: 149060.00 T
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Описание: It covers a wealth of interrelated topics such as service engineering, service science, human-computer interaction, service usability, attitude and opinion assessment, servicescape design and evaluation, and training for service delivery.

Автор: Ahram
Название: Advances in The Human Side of Service Engineering
ISBN: 3319419463 ISBN-13(EAN): 9783319419466
Издательство: Springer
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Цена: 186330.00 T
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Описание: This book explores the different ways in which human-factors engineering influences organizations’ and enterprises’ well-being and competitiveness. It covers a wealth of interrelated topics such as service engineering, service science, human-computer interaction, service usability, attitude and opinion assessment, servicescape design and evaluation, and training for service delivery. Further topics include service systems modeling, anthropology in service science, and customer experience, as well as ethical issues and the impact of an aging society. Based on the AHFE 2016 International Conference on The Human Side of Service Engineering, held on July 27-31, 2016, in Walt Disney World®, Florida, USA, the book provides readers with a comprehensive, general view of current research and challenges in the important field of service engineering. It also provides practical insights into the development of services for different kinds of organizations, including health care organizations, aviation providers, manpower allocation, hospitality and entertainment, as well as banking and financial institutions.