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Author: Ahmed Rebai
Publisher: BoD – Books on Demand
ISBN: 9533071249
Category : Mathematics
Languages : en
Pages : 446
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Book Description
Bayesian networks are a very general and powerful tool that can be used for a large number of problems involving uncertainty: reasoning, learning, planning and perception. They provide a language that supports efficient algorithms for the automatic construction of expert systems in several different contexts. The range of applications of Bayesian networks currently extends over almost all fields including engineering, biology and medicine, information and communication technologies and finance. This book is a collection of original contributions to the methodology and applications of Bayesian networks. It contains recent developments in the field and illustrates, on a sample of applications, the power of Bayesian networks in dealing the modeling of complex systems. Readers that are not familiar with this tool, but have some technical background, will find in this book all necessary theoretical and practical information on how to use and implement Bayesian networks in their own work. There is no doubt that this book constitutes a valuable resource for engineers, researchers, students and all those who are interested in discovering and experiencing the potential of this major tool of the century.
Author: Ahmed Rebai
Publisher: BoD – Books on Demand
ISBN: 9533071249
Category : Mathematics
Languages : en
Pages : 446
Get Book Here
Book Description
Bayesian networks are a very general and powerful tool that can be used for a large number of problems involving uncertainty: reasoning, learning, planning and perception. They provide a language that supports efficient algorithms for the automatic construction of expert systems in several different contexts. The range of applications of Bayesian networks currently extends over almost all fields including engineering, biology and medicine, information and communication technologies and finance. This book is a collection of original contributions to the methodology and applications of Bayesian networks. It contains recent developments in the field and illustrates, on a sample of applications, the power of Bayesian networks in dealing the modeling of complex systems. Readers that are not familiar with this tool, but have some technical background, will find in this book all necessary theoretical and practical information on how to use and implement Bayesian networks in their own work. There is no doubt that this book constitutes a valuable resource for engineers, researchers, students and all those who are interested in discovering and experiencing the potential of this major tool of the century.
Author:
Publisher:
ISBN:
Category : Computer-aided engineering
Languages : en
Pages : 582
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Book Description
Author: Audrius Lopata
Publisher: Springer Nature
ISBN: 3030883043
Category : Computers
Languages : en
Pages : 396
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Book Description
This book constitutes the refereed proceedings of the 27th International Conference on Information and Software Technologies, ICIST 2021, held in Kaunas, Lithuania, in October 2021. The 24 full papers and 6 short papers presented were carefully reviewed and selected from 79 submissions. The papers discuss such topics as business intelligence for information and software systems, intelligent methods for data analysis and computer aided software engineering, information technology applications, smart e-learning technologies and applications, language technologies.
Author: IEEE Computer Society. Technical Committee on the Engineering of Computer Based Systems
Publisher: American Society of Civil Engineers
ISBN:
Category : Computers
Languages : en
Pages : 292
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Book Description
Papers from an April 2002 conference, 25 in all, report on academic achievements and industrial applications in the engineering of computer-based systems. Contributors represent some 12 countries and a variety of application domains. Papers deal with themes of requirements engineering, processes and tools, system properties and methods, modeling and analysis, system architecture, model-based system development, component-based design and reuse, embedded systems, and mobile agents. Specific topics include an intelligent agent security intrusion system, managing complex temporal requirements in real-time control systems, using category theory to model software component dependencies, and advanced Petri nets for modeling mobile agent enabled interorganizational workflows. There is no subject index. Annotation copyrighted by Book News Inc., Portland, OR.
Author: Michael G. Hinchey
Publisher: Springer
ISBN: 3540309608
Category : Computers
Languages : en
Pages : 298
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Book Description
The 3rd Workshop on Formal Approaches to Agent-Based Systems (FAABS-III) was held at the Greenbelt Marriott Hotel (near NASA Goddard Space Flight Center) in April 2004 in conjunction with the IEEE Computer Society. The first FAABS workshop was help in April 2000 and the second in October 2002. Interest in agent-based systems continues to grow and this is seen in the wide range of conferences and journals that are addressing the research in this area as well as the prototype and developmental systems that are coming into use. Our third workshop, FAABS-III, was held in April, 2004. This volume contains the revised papers and posters presented at that workshop. The Organizing Committee was fortunate in having significant support in the planning and organization of these events, and were privileged to have wor- renowned keynote speakers Prof. J Moore (FAABS-I), Prof. Sir Roger Penrose (FAABS-II), and Prof. John McCarthy (FAABS-III), who spoke on the topic of se- aware computing systems, auguring perhaps a greater interest in autonomic computing as part of future FAABS events. We are grateful to all who attended the workshop, presented papers or posters, and participated in panel sessions and both formal and informal discussions to make the workshop a great success. Our thanks go to the NASA Goddard Space Flight Center, Codes 588 and 581 (Software Engineering Laboratory) for their financial support and to the IEEE Computer Society (Technical Committee on Complexity in Computing) for their sponsorship and organizational assistance.
Author: Bing Liu
Publisher: Springer Science & Business Media
ISBN: 3642194605
Category : Computers
Languages : en
Pages : 637
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Book Description
Liu has written a comprehensive text on Web mining, which consists of two parts. The first part covers the data mining and machine learning foundations, where all the essential concepts and algorithms of data mining and machine learning are presented. The second part covers the key topics of Web mining, where Web crawling, search, social network analysis, structured data extraction, information integration, opinion mining and sentiment analysis, Web usage mining, query log mining, computational advertising, and recommender systems are all treated both in breadth and in depth. His book thus brings all the related concepts and algorithms together to form an authoritative and coherent text. The book offers a rich blend of theory and practice. It is suitable for students, researchers and practitioners interested in Web mining and data mining both as a learning text and as a reference book. Professors can readily use it for classes on data mining, Web mining, and text mining. Additional teaching materials such as lecture slides, datasets, and implemented algorithms are available online.
Author: Singh, Hardeep
Publisher: IGI Global
ISBN: 1466629592
Category : Computers
Languages : en
Pages : 352
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Book Description
Due to the role of software systems in safety-critical applications and in the satisfaction of customers and organizations, the development of efficient software engineering is essential. Designing, Engineering, and Analyzing Reliable and Efficient Software discusses and analyzes various designs, systems, and advancements in software engineering. With its coverage on the integration of mathematics, computer science, and practices in engineering, this book highlights the importance of ensuring and maintaining reliable software and is an essential resource for practitioners, professors and students in these fields of study.
Author: Mika Klemettinen
Publisher: John Wiley & Sons
ISBN: 9780470517888
Category : Technology & Engineering
Languages : en
Pages : 438
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Book Description
The expected future evolution of mobile and wireless communication technologies will enable a whole new generation of mass-market-scale ubiquitous services and applications. The challenge now is to research and develop applications and services addressing the true needs of the end-users, and to provide engaging and sustaining added value to them. Enabling Technologies for Mobile Services takes a comprehensive approach on these challenges and provides practical guidelines on building new, innovative applications and services. It shares knowledge gained from a collaborative research project where the methods and technologies were applied and utilised. This book is ideal for professionals working with enabling technologies and service architecture in companies. It will also be of interest to academics and students studying applications/services, enabling technologies and service architectures at the universities and to anyone interested in the general issues surrounding mobile technology. Key features: Covers key topics in the B3G area including applications and services from the users, key enabling technologies, regulatory and business models, end-user evaluations and applications/services creation points of view Explains the results of major collaborative (industry-academia-SMEs) MobiLife research project Builds on previous and parallel interaction with the Wireless World Research Forum Explores pioneering legal/regulatory analysis of the challenges related to new, advanced application/service solutions including personalisation and DRM Presents qualitative evaluations and field studies of more than 250 end-users in Italy and Finland Additional material available on companion website
Author: Jeffrey J. P. Tsai
Publisher: Springer Science & Business Media
ISBN: 0387887350
Category : Computers
Languages : en
Pages : 367
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Book Description
Many networked computer systems are far too vulnerable to cyber attacks that can inhibit their functioning, corrupt important data, or expose private information. Not surprisingly, the field of cyber-based systems is a fertile ground where many tasks can be formulated as learning problems and approached in terms of machine learning algorithms. This book contains original materials by leading researchers in the area and covers applications of different machine learning methods in the reliability, security, performance, and privacy issues of cyber space. It enables readers to discover what types of learning methods are at their disposal, summarizing the state-of-the-practice in this significant area, and giving a classification of existing work. Those working in the field of cyber-based systems, including industrial managers, researchers, engineers, and graduate and senior undergraduate students will find this an indispensable guide in creating systems resistant to and tolerant of cyber attacks.
Author: Cherif Branki
Publisher: IOS Press
ISBN: 1586038265
Category : Business & Economics
Languages : en
Pages : 192
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Book Description
Covers Wireless Technologies for the Extended Enterprise; E-Service Environments: Aspect-Oriented Techniques and Mobile Devices; and AutoMoCo: Autonomic Computing and Mobile Commerce.
