Автор: Johan A.K. Suykens; Joos P.L. Vandewalle; B.L. de Название: Artificial Neural Networks for Modelling and Control of Non-Linear Systems ISBN: 144195158X ISBN-13(EAN): 9781441951588 Издательство: Springer Рейтинг: Цена: 130590.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Artificial neural networks possess several properties that make them particularly attractive for applications to modelling and control of complex non-linear systems. Topics include non-linear system identification, neural optimal control, top-down model based neural control design and stability analysis of neural control systems.
Автор: P.R. Kumar; P.P. Varaiya Название: Discrete Event Systems, Manufacturing Systems, and Communication Networks ISBN: 1461393493 ISBN-13(EAN): 9781461393498 Издательство: Springer Рейтинг: Цена: 111790.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This IMA Volume in Mathematics and its Applications DISCRETE EVENT SYSTEMS, MANUFACTURING SYSTEMS AND COMMUNICATION NETWORKS is based on the proceedings of a workshop that was an integral part of the 1992-93 IMA program on "Control Theory.
Review of the State of the Art of Vulnerability Assessment Using Artificial Intelligence Saad Khan and Simon Parkinson
A Survey of Machine Learning Algorithms and Their Application in Information Security Mark Stamp
Part II: Vulnerability Assessment Frameworks
Vulnerability Assessment of Cybersecurity for SCADA Systems Kyle Coffey, Leandros A. Maglaras, Richard Smith, Helge Janicke, Mohamed Amine Ferrag, Abdelouahid Derhab, Mithun Mukherjee, Stylianos Rallis, and Awais Yousaf
A Predictive Model for Risk and Trust Assessment in Cloud Computing: Taxonomy and Analysis for Attack Pattern Detection Alexandros Chrysikos and Stephen McGuire
AI and Metrics-Based Vulnerability-Centric Cyber Security Assessment and Countermeasure Selection Igor Kotenko, Elena Doynikova, Andrey Chechulin, and Andrey Fedorchenko
Artificial Intelligence Agents as Mediators of Trustless Security Systems and Distributed Computing Applications Steven Walker-Roberts and Mohammad Hammoudeh
Part III: Applications of Artificial Intelligence
Automated Planning of Administrative Tasks Using Historic Events: a File System Case Study Saad Khan and Simon Parkinson
Defending Against Chained Cyber-Attacks by Adversarial Agents Vivin Paliath and Paulo Shakarian
Vulnerability Detection and Analysis in Adversarial Deep Learning Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, and Renato Levy
SOCIO-LENS: Spotting Unsolicited Callers Through Network Analysis Muhammad Ajmal Azad, Junaid Arshad, and Farhan Riaz
Function Call Graphs Versus Machine Learning for Malware Detection Deebiga Rajeswaran, Fabio Di Troia, Thomas H. Austin, and Mark Stamp
Detecting Encrypted and Polymorphic Malware Using Hidden Markov Models Dhiviya Dhanasekar, Fabio Di Troia, Katerina Potika, and Mark Stamp
Masquerade Detection on Mobile Devices Swathi Nambiar Kadala Manikoth, Fabio Di Troia, and Mark Stamp
Identifying File Interaction Patterns in Ransomware Behaviour Liam Grant and Simon Parkinson
Part IV: Visualisation
A Framework for the Visualisation of Cyber Security Requirements and its Application in BPMN Bo Zhou, Curtis Maines, Stephen Tang, and Qi Shi
Big Data and Cyber Security: A Visual Analytics Perspective Suvodeep Mazumdar and Jing Wang
Автор: Aubin Название: Traffic Networks as Information Systems ISBN: 3642547702 ISBN-13(EAN): 9783642547706 Издательство: Springer Рейтинг: Цена: 130430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This authored monograph covers a viability to approach to traffic management by advising to vehicles circulated on the network the velocity they should follow for satisfying global traffic conditions;. It presents an investigation of three structural innovations: The objective is to broadcast at each instant and at each position the advised celerity to vehicles, which could be read by auxiliary speedometers or used by cruise control devices. Namely, 1. Construct regulation feedback providing at each time and position advised velocities (celerities) for minimizing congestion or other requirements.2. Taking into account traffic constraints of different type, the first one being to remain on the roads, to stop at junctions, etc. 3. Use information provided by the probe vehicles equipped with GPS to the traffic regulator;4. Use other global traffic measures of vehicles provided by different types of sensors; These results are based on convex analysis, intertemporal optimization and viability theory as mathematical tools as well as viability algorithms on the computing side, instead of conventional techniques such as partial differential equations and their resolution by finite difference or finite elements algorithms. The target audience primarily covers researchers and mathematically oriented engineers but the book may also be beneficial for graduate students.
Автор: Jinhu L?; Xinghuo Yu; Guanrong Chen; Wenwu Yu Название: Complex Systems and Networks ISBN: 3662507447 ISBN-13(EAN): 9783662507445 Издательство: Springer Рейтинг: Цена: 121890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: In particular, a general model for studying time evolution of transition networks, deflection routing in complex networks, recommender systems for social networks analysis and mining, strategy selection in networked evolutionary games, integration and methods in computational biology, are discussed in detail.
Автор: Paul A. Fuhrmann; Uwe Helmke Название: The Mathematics of Networks of Linear Systems ISBN: 331916645X ISBN-13(EAN): 9783319166452 Издательство: Springer Рейтинг: Цена: 65210.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book provides the mathematical foundations of networks of linear control systems, developed from an algebraic systems theory perspective. Part I can be used as the basis for a first course in Algebraic System Theory, while Part II serves for a second, advanced, course on linear systems.
The book outlines selected projects conducted under the supervision of the author. Moreover, it discusses significant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scientific domains worldwide, along with features characteristic of the author's approach to IGrC. The results presented are a continuation and elaboration of various aspects of Wisdom Technology, initiated and developed in cooperation with Professor Andrzej Skowron.
Based on the empirical findings from these projects, the author explores the following areas: (a) understanding the causes of the theory and practice gap problem (TPGP) in complex systems engineering (CSE);
(b) generalizing computing models of complex adaptive systems (CAS) (in particular, natural computing models) by constructing an interactive granular computing (IGrC) model of networks of interrelated interacting complex granules (c-granules), belonging to a single agent and/or to a group of agents;
(c) developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP.
The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC model refers to the key mechanisms used to control the processes related to the implementation of CSE projects.
One of the main aims was to develop a mechanism of IGrC control over computations that model a project's implementation processes to maximize the chances of its success, while at the same time minimizing the emerging risks. In this regard, the IGrC control is usually performed by means of properly selected and enforced (among project participants) project principles. These principles constitute examples of c-granules, expressed by complex vague concepts (represented by c-granules too). The c-granules evolve with time (in particular, the meaning of the concepts is also subject of change). This methodology is illustrated using project principles applied by the author during the implementation of the POLTAX, AlgoTradix, Merix, and Excavio projects outlined in the book.
Автор: Mohammad Obaidat Название: Security of e-Systems and Computer Networks ISBN: 0521837642 ISBN-13(EAN): 9780521837644 Издательство: Cambridge Academ Рейтинг: Цена: 85530.00 T Наличие на складе: Поставка под заказ. Описание: Presents fundamental concepts and tools of e-based security. The core areas of security are covered in detail and the major trends, challenges and applications discussed. Technically oriented with practical examples, this book is suitable for practitioners in network security, and graduate students and researchers in telecommunications and computer science.
Название: A Theory of Learning and Generalization: With Applications to Neural Networks and Control Systems ISBN: 1849968675 ISBN-13(EAN): 9781849968676 Издательство: Springer Рейтинг: Цена: 156720.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: How does a machine learn a new concept on the basis of examples? This second edition takes account of important new developments in the field. It also deals extensively with the theory of learning control systems, now comparably mature to learning of neural networks.
Автор: Jinhu L?; Xinghuo Yu; Guanrong Chen; Wenwu Yu Название: Complex Systems and Networks ISBN: 3662478234 ISBN-13(EAN): 9783662478233 Издательство: Springer Рейтинг: Цена: 139310.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: In particular, a general model for studying time evolution of transition networks, deflection routing in complex networks, recommender systems for social networks analysis and mining, strategy selection in networked evolutionary games, integration and methods in computational biology, are discussed in detail.
Автор: Savi? Название: Complex Networks in Software, Knowledge, and Social Systems ISBN: 3319911945 ISBN-13(EAN): 9783319911946 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Special emphasis is placed on three specific kinds of complex networks of high technological and scientific importance: software networks extracted from the source code of computer programs, ontology networks describing semantic web ontologies, and co-authorship networks reflecting collaboration in science.
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