Possibility Theory For The Design Of Information Fusion Systems

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Possibility Theory for the Design of Information Fusion Systems

Basel Solaiman,Éloi Bossé
Possibility Theory for the Design of Information Fusion Systems Book PDF

Author : Basel Solaiman,Éloi Bossé
Publisher : Springer Nature
Page : 294 pages
File Size : 50,6 Mb
Release : 2019-12-26
Category : Mathematics
ISBN : 9783030328535

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Possibility Theory for the Design of Information Fusion Systems by Basel Solaiman,Éloi Bossé Pdf

This practical guidebook describes the basic concepts, the mathematical developments, and the engineering methodologies for exploiting possibility theory for the computer-based design of an information fusion system where the goal is decision support for industries in smart ICT (information and communications technologies). This exploitation of possibility theory improves upon probability theory, complements Dempster-Shafer theory, and fills an important gap in this era of Big Data and Internet of Things. The book discusses fundamental possibilistic concepts: distribution, necessity measure, possibility measure, joint distribution, conditioning, distances, similarity measures, possibilistic decisions, fuzzy sets, fuzzy measures and integrals, and finally, the interrelated theories of uncertainty..uncertainty. These topics form an essential tour of the mathematical tools needed for the latter chapters of the book. These chapters present applications related to decision-making and pattern recognition schemes, and finally, a concluding chapter on the use of possibility theory in the overall challenging design of an information fusion system. This book will appeal to researchers and professionals in the field of information fusion and analytics, information and knowledge processing, smart ICT, and decision support systems.

Relational Calculus for Actionable Knowledge

Michel Barès,Éloi Bossé
Relational Calculus for Actionable Knowledge Book PDF

Author : Michel Barès,Éloi Bossé
Publisher : Springer Nature
Page : 356 pages
File Size : 50,5 Mb
Release : 2022-01-21
Category : Computers
ISBN : 9783030924300

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Relational Calculus for Actionable Knowledge by Michel Barès,Éloi Bossé Pdf

This book focuses on one of the major challenges of the newly created scientific domain known as data science: turning data into actionable knowledge in order to exploit increasing data volumes and deal with their inherent complexity. Actionable knowledge has been qualitatively and intensively studied in management, business, and the social sciences but in computer science and engineering, its connection has only recently been established to data mining and its evolution, ‘Knowledge Discovery and Data Mining’ (KDD). Data mining seeks to extract interesting patterns from data, but, until now, the patterns discovered from data have not always been ‘actionable’ for decision-makers in Socio-Technical Organizations (STO). With the evolution of the Internet and connectivity, STOs have evolved into Cyber-Physical and Social Systems (CPSS) that are known to describe our world today. In such complex and dynamic environments, the conventional KDD process is insufficient, and additional processes are required to transform complex data into actionable knowledge. Readers are presented with advanced knowledge concepts and the analytics and information fusion (AIF) processes aimed at delivering actionable knowledge. The authors provide an understanding of the concept of ‘relation’ and its exploitation, relational calculus, as well as the formalization of specific dimensions of knowledge that achieve a semantic growth along the AIF processes. This book serves as an important technical presentation of relational calculus and its application to processing chains in order to generate actionable knowledge. It is ideal for graduate students, researchers, or industry professionals interested in decision science and knowledge engineering.

Adaptive Multimedia Retrieval: Retrieval, User, and Semantics

Nozha Boujemaa,Marcin Detyniecki,Andreas Nürnberger
Adaptive Multimedia Retrieval Retrieval User and Semantics Book PDF

Author : Nozha Boujemaa,Marcin Detyniecki,Andreas Nürnberger
Publisher : Springer
Page : 265 pages
File Size : 46,8 Mb
Release : 2008-06-24
Category : Computers
ISBN : 9783540798606

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Adaptive Multimedia Retrieval: Retrieval, User, and Semantics by Nozha Boujemaa,Marcin Detyniecki,Andreas Nürnberger Pdf

This book constitutes the thoroughly refereed post-workshop proceedings of the 5th International Workshop on Adaptive Multimedia Retrieval, AMR 2007, held in Paris, France, in July 2007. The 18 revised full papers presented together with 2 invited papers were carefully selected during two rounds of reviewing and improvement. The papers are organized in topical sections on image annotation, feedback and user modelling, music retrieval, fusion, P2P and middleware, databases and summarization, as well as ontology and semantics.

Information Fusion and Analytics for Big Data and IoT

Eloi Bosse,Basel Solaiman
Information Fusion and Analytics for Big Data and IoT Book PDF

Author : Eloi Bosse,Basel Solaiman
Publisher : Artech House
Page : 280 pages
File Size : 40,6 Mb
Release : 2016-02-01
Category : Computers
ISBN : 9781630810887

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Information Fusion and Analytics for Big Data and IoT by Eloi Bosse,Basel Solaiman Pdf

The Internet of Things (IoT) and Big Data are hot topics in the world of intelligence operations and information gathering. This first-of-its-kind volume reveals the benefits of addressing these topics with the integration of Fusion of Information and Analytics Technologies (FIAT). The book explains how FIAT is materialized into decision support systems that are capable of supporting the prognosis, diagnosis, and prescriptive tasks within complex systems and organizations. This unique resource offers keen insight into how complex systems emerge from the interrelation of social and cognitive information, cyber and physical worlds, and the various models of decision-making and situational awareness. Practitioners also discover the central notions of analytics and information fusion. Moreover the book introduces propos such as integration through a FIAT computational model and applications at the systems level. This book concludes with a list of prospective research activities that can contribute towards the required FIAT integration for critical application domains such as: energy, health, transport and defense and security.

Information Quality in Information Fusion and Decision Making

Éloi Bossé,Galina L. Rogova
Information Quality in Information Fusion and Decision Making Book PDF

Author : Éloi Bossé,Galina L. Rogova
Publisher : Springer
Page : 620 pages
File Size : 44,7 Mb
Release : 2019-04-02
Category : Computers
ISBN : 9783030036430

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Information Quality in Information Fusion and Decision Making by Éloi Bossé,Galina L. Rogova Pdf

This book presents a contemporary view of the role of information quality in information fusion and decision making, and provides a formal foundation and the implementation strategies required for dealing with insufficient information quality in building fusion systems for decision making. Information fusion is the process of gathering, processing, and combining large amounts of information from multiple and diverse sources, including physical sensors to human intelligence reports and social media. That data and information may be unreliable, of low fidelity, insufficient resolution, contradictory, fake and/or redundant. Sources may provide unverified reports obtained from other sources resulting in correlations and biases. The success of the fusion processing depends on how well knowledge produced by the processing chain represents reality, which in turn depends on how adequate data are, how good and adequate are the models used, and how accurate, appropriate or applicable prior and contextual knowledge is. By offering contributions by leading experts, this book provides an unparalleled understanding of the problem of information quality in information fusion and decision-making for researchers and professionals in the field.

High-level Information Fusion Management and Systems Design

Erik Blasch,Élio Bossé,Dale A. Lambert
High level Information Fusion Management and Systems Design Book PDF

Author : Erik Blasch,Élio Bossé,Dale A. Lambert
Publisher : Artech House
Page : 388 pages
File Size : 44,8 Mb
Release : 2012
Category : Computers
ISBN : 9781608071517

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High-level Information Fusion Management and Systems Design by Erik Blasch,Élio Bossé,Dale A. Lambert Pdf

Scientists and engineers conducting research for military applicationsshare their findings on the semiautomation of the functionalities ofcognition, comprehension, and projection so that machines can replaceor enhance human awareness of a situation. A first volume surveysvarious options for practitioners, and this second volume identifiesoptions that have been chosen by the Technical Cooperation Programrepresentatives from different countries. It covers information fusionconcepts, distributed information fusion and management, human-systeminteraction, scenario-based design, and measures of effectiveness. Annotation ©2012 Book News, Inc., Portland, OR (booknews.com).

Advanced Technologies, Systems, and Applications III

Samir Avdaković
Advanced Technologies Systems and Applications III Book PDF

Author : Samir Avdaković
Publisher : Springer
Page : 506 pages
File Size : 51,9 Mb
Release : 2018-11-03
Category : Technology & Engineering
ISBN : 9783030025748

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Advanced Technologies, Systems, and Applications III by Samir Avdaković Pdf

This book introduces innovative and interdisciplinary applications of advanced technologies. Featuring the papers from the 10th DAYS OF BHAAAS (Bosnian-Herzegovinian American Academy of Arts and Sciences) held in Jahorina, Bosnia and Herzegovina on June 21–24, 2018, it discusses a wide variety of engineering and scientific applications of the different techniques. Researchers from academic and industry present their work and ideas, techniques and applications in the field of power systems, mechanical engineering, computer modelling and simulations, civil engineering, robotics and biomedical engineering, information and communication technologies, computer science and applied mathematics.

Advances and Applications of DSmT for Information Fusion, Vol. IV

Florentin Smarandache, Jean Dezert
Advances and Applications of DSmT for Information Fusion Vol IV Book PDF

Author : Florentin Smarandache, Jean Dezert
Publisher : Infinite Study
Page : 506 pages
File Size : 45,6 Mb
Release : 2015-03-01
Category : Electronic
ISBN : 9781599733241

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Advances and Applications of DSmT for Information Fusion, Vol. IV by Florentin Smarandache, Jean Dezert Pdf

The fourth volume on Advances and Applications of Dezert-Smarandache Theory (DSmT) for information fusion collects theoretical and applied contributions of researchers working in different fields of applications and in mathematics. The contributions (see List of Articles published in this book, at the end of the volume) have been published or presented after disseminating the third volume (2009, http://fs.gallup.unm.edu/DSmT-book3.pdf) ininternational conferences, seminars, workshops and journals.

Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 4

Florentin Smarandache,Jean Dezert
Advances and Applications of DSmT for Information Fusion Collected Works Volume 4 Book PDF

Author : Florentin Smarandache,Jean Dezert
Publisher : Infinite Study
Page : 506 pages
File Size : 45,6 Mb
Release : 2015-07-01
Category : Mathematics
ISBN : 8210379456XXX

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Advances and Applications of DSmT for Information Fusion. Collected Works, Volume 4 by Florentin Smarandache,Jean Dezert Pdf

The fourth volume on Advances and Applications of Dezert-Smarandache Theory (DSmT) for information fusion collects theoretical and applied contributions of researchers working in different fields of applications and in mathematics. The contributions have been published or presented after disseminating the third volume (2009, http://fs.gallup.unm.edu/DSmT-book3.pdf) in international conferences, seminars, workshops and journals.

Design and the Reliability Factor

John Day
Design and the Reliability Factor Book PDF

Author : John Day
Publisher : SAE International
Page : 96 pages
File Size : 50,9 Mb
Release : 2015-11-23
Category : Technology & Engineering
ISBN : 9780768081572

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Design and the Reliability Factor by John Day Pdf

Sophisticated infotainment systems, lane departure warning, adaptive cruise control, and blind-spot monitoring are increasingly common in cars today. The proliferation of automotive electronics and other “smart” features has increased the market for automotive semiconductor devices and the number of sensors per vehicle. Yet, more chips and greater functionality translate to further networking/communications activity within the car, and that raises the prospect of potentially serious errors. How to minimize them by design is the focus of this book, which contains seven of SAE International’s handpicked technical papers, covering: • A way to calculate the reliability of priority-driven, real-time components with respect to timing failures, resulting in a realistic estimate of each component’s reliability. • A delayed-decision cycle detection method that can detect and prevent spoofing attacks with high accuracy. • An AUTOSAR-compliant automotive platform for meeting reliability and timing constraints. • An eight-point process for determining the cause of failures with real-world cases in which the process was used. • The use of accelerated reliability and durability testing technology for better performance estimation. • How to achieve reliable sensor-fusion despite system complexity and inconsistency. • How to improve domain controller availability while maintaining functional safety in mixed-criticality automotive safety systems.

Multisensor Data Fusion

Hassen Fourati
Multisensor Data Fusion Book PDF

Author : Hassen Fourati
Publisher : CRC Press
Page : 639 pages
File Size : 52,7 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781482263756

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Multisensor Data Fusion by Hassen Fourati Pdf

Multisensor Data Fusion: From Algorithms and Architectural Design to Applications covers the contemporary theory and practice of multisensor data fusion, from fundamental concepts to cutting-edge techniques drawn from a broad array of disciplines. Featuring contributions from the world’s leading data fusion researchers and academicians, this authoritative book: Presents state-of-the-art advances in the design of multisensor data fusion algorithms, addressing issues related to the nature, location, and computational ability of the sensors Describes new materials and achievements in optimal fusion and multisensor filters Discusses the advantages and challenges associated with multisensor data fusion, from extended spatial and temporal coverage to imperfection and diversity in sensor technologies Explores the topology, communication structure, computational resources, fusion level, goals, and optimization of multisensor data fusion system architectures Showcases applications of multisensor data fusion in fields such as medicine, transportation's traffic, defense, and navigation Multisensor Data Fusion: From Algorithms and Architectural Design to Applications is a robust collection of modern multisensor data fusion methodologies. The book instills a deeper understanding of the basics of multisensor data fusion as well as a practical knowledge of the problems that can be faced during its execution.

Design of a Framework to Facilitate Decisions Using Information Fusion

Tamer M. Abo Neama ,Ismail A. Ismail ,Tarek S. Sobh ,M. Zaki
Design of a Framework to Facilitate Decisions Using Information Fusion Book PDF

Author : Tamer M. Abo Neama ,Ismail A. Ismail ,Tarek S. Sobh ,M. Zaki
Publisher : Infinite Study
Page : 14 pages
File Size : 42,5 Mb
Release : 2024-06-29
Category : Electronic
ISBN : 8210379456XXX

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Design of a Framework to Facilitate Decisions Using Information Fusion by Tamer M. Abo Neama ,Ismail A. Ismail ,Tarek S. Sobh ,M. Zaki Pdf

Information fusion is an advanced research area which can assist decision makers in enhancing their decisions. This paper aims at designing a new multi-layer framework that can support the process of performing decisions from the obtained beliefs using information fusion. Since it is not an easy task to cross the gap between computed beliefs of certain hypothesis and decisions, the proposed framework consists of the following layers in order to provide a suitable architecture.

Information Fusion Under Consideration of Conflicting Input Signals

Uwe Mönks
Information Fusion Under Consideration of Conflicting Input Signals Book PDF

Author : Uwe Mönks
Publisher : Springer
Page : 240 pages
File Size : 49,6 Mb
Release : 2016-11-25
Category : Technology & Engineering
ISBN : 9783662537527

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Information Fusion Under Consideration of Conflicting Input Signals by Uwe Mönks Pdf

This work proposes the multilayered information fusion system MACRO (multilayer attribute-based conflict-reducing observation) and the μBalTLCS (fuzzified balanced two-layer conflict solving) fusion algorithm to reduce the impact of conflicts on the fusion result. In addition, a sensor defect detection method, which is based on the continuous monitoring of sensor reliabilities, is presented. The performances of the contributions are shown by their evaluation in the scope of both a publicly available data set and a machine condition monitoring application under laboratory conditions. Here, the MACRO system yields the best results compared to state-of-the-art fusion mechanisms.

Information Fusion of Conflicting Input Data

Uwe Mönks , Helene Dörksen ,Volker Lohweg , Michael Hübner
Information Fusion of Con icting Input Data Book PDF

Author : Uwe Mönks , Helene Dörksen ,Volker Lohweg , Michael Hübner
Publisher : Infinite Study
Page : 37 pages
File Size : 47,9 Mb
Release : 2024-06-29
Category : Electronic
ISBN : 8210379456XXX

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Information Fusion of Conflicting Input Data by Uwe Mönks , Helene Dörksen ,Volker Lohweg , Michael Hübner Pdf

Sensors, and also actuators or external sources such as databases, serve as data sources in order to realise condition monitoring of industrial applications or the acquisition of characteristic parameters like production speed or reject rate.

Handbook of Performability Engineering

Krishna B. Misra
Handbook of Performability Engineering Book PDF

Author : Krishna B. Misra
Publisher : Springer Science & Business Media
Page : 1331 pages
File Size : 49,5 Mb
Release : 2008-08-24
Category : Technology & Engineering
ISBN : 9781848001312

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Handbook of Performability Engineering by Krishna B. Misra Pdf

Dependability and cost effectiveness are primarily seen as instruments for conducting international trade in the free market environment. These factors cannot be considered in isolation of each other. This handbook considers all aspects of performability engineering. The book provides a holistic view of the entire life cycle of activities of the product, along with the associated cost of environmental preservation at each stage, while maximizing the performance.