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Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 183
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Book Description
This project was focused on a formal framework for analyzing and developing information fusion systems. Category theory was selected as the formal basis for specifying information fusion systems. A formal definition of information fusion was introduced. Various kinds of fusion were defined, their properties and inter-relationships analyzed. An initial ontology of information fusion was presented. A procedure for developing information fusion systems using formal methods was proposed. Examples of reasoning about measures of effectiveness of information fusion systems were shown. Towards this goal fuzzy logic was formally specified in the Slang language and properties of information fusion were proved. This showed that within this formal framework one can reason about the system being developed in the specification and design phases, rather than after deployment. Finally, the selection of wavelet based features for ATR was investigated within the formal framework.
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 183
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Book Description
This project was focused on a formal framework for analyzing and developing information fusion systems. Category theory was selected as the formal basis for specifying information fusion systems. A formal definition of information fusion was introduced. Various kinds of fusion were defined, their properties and inter-relationships analyzed. An initial ontology of information fusion was presented. A procedure for developing information fusion systems using formal methods was proposed. Examples of reasoning about measures of effectiveness of information fusion systems were shown. Towards this goal fuzzy logic was formally specified in the Slang language and properties of information fusion were proved. This showed that within this formal framework one can reason about the system being developed in the specification and design phases, rather than after deployment. Finally, the selection of wavelet based features for ATR was investigated within the formal framework.
Author: Erik Blasch
Publisher: Artech House
ISBN: 1608071510
Category : Computers
Languages : en
Pages : 388
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Book Description
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).
Author: Manuel Grana Romay
Publisher: Springer
ISBN: 3642137695
Category : Computers
Languages : en
Pages : 634
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Book Description
th The 5 International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010) has become a unique, established and broad interdisciplinary forum for researchers and practitioners who are involved in developing and applying symbolic and sub-symbolic techniques aimed at the construction of highly robust and reliable problem-solving techniques, and bringing the most relevant achievements in this field. Overcoming the rigid encasing imposed by the arising orthodoxy in the field of arti- cial intelligence, which has led to the partition of researchers into so-called areas or fields, interest in hybrid intelligent systems is growing because they give freedom to design innovative solutions to the ever-increasing complexities of real-world pr- lems. Noise and uncertainty call for probabilistic (often Bayesian) methods, while the huge amount of data in some cases asks for fast heuristic (in the sense of suboptimal and ad-hoc) algorithms able to give answers in acceptable time frames. High dim- sionality demands linear and non-linear dimensionality reduction and feature extr- tion algorithms, while the imprecision and vagueness call for fuzzy reasoning and linguistic variable formalization. Nothing impedes real-life problems to mix diffic- ties, presenting huge quantities of noisy, vague and high-dimensional data; therefore, the design of solutions must be able to resort to any tool of the trade to attack the problem. Combining diverse paradigms poses challenging problems of computational and methodological interfacing of several previously incompatible approaches. This is, thus, the setting of HAIS conference series, and its increasing success is the proof of the vitality of this exciting field.
Author: Manuel Grana Romay
Publisher: Springer Science & Business Media
ISBN: 3642137687
Category : Computers
Languages : en
Pages : 634
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Book Description
This book constitutes the proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, held in San Sebastian, Spain, in June 2010.
Author: Eloi Bosse
Publisher: Artech House
ISBN: 1630810886
Category : Computers
Languages : en
Pages : 267
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Book Description
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.
Author: Lucien Wald
Publisher: Presses des MINES
ISBN: 291176238X
Category : Image processing
Languages : en
Pages : 53
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Book Description
This book establishes the fundamentals (particularly definitions and architectures) in data fusion. The second part of the book is devoted to methods for the fusion of images. It offers an in-depth presentation of standard and advanced methods for the fusion of multi-modality images.
Author: Isabelle Bloch
Publisher: John Wiley & Sons
ISBN: 1118623851
Category : Technology & Engineering
Languages : en
Pages : 229
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Book Description
The area of information fusion has grown considerably during the last few years, leading to a rapid and impressive evolution. In such fast-moving times, it is important to take stock of the changes that have occurred. As such, this books offers an overview of the general principles and specificities of information fusion in signal and image processing, as well as covering the main numerical methods (probabilistic approaches, fuzzy sets and possibility theory and belief functions).
Author: B. Bennett
Publisher: IOS Press
ISBN: 1607502119
Category : Computers
Languages : en
Pages : 388
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Book Description
Researchers in areas such as artificial intelligence, formal and computational linguistics, biomedical informatics, conceptual modeling, knowledge engineering and information retrieval have come to realise that a solid foundation for their research calls for serious work in ontology, understood as a general theory of the types of entities and relations that make up their respective domains of inquiry. In all these areas, attention is now being focused on the content of information rather than on just the formats and languages used to represent information. The clearest example of this development is provided by the many initiatives growing up around the project of the Semantic Web. And, as the need for integrating research in these different fields arises, so does the realisation that strong principles for building well-founded ontologies might provide significant advantages over ad hoc, case-based solutions. The tools of formal ontology address precisely these needs, but a real effort is required in order to apply such philosophical tools to the domain of information systems. Reciprocally, research in the information sciences raises specific ontological questions which call for further philosophical investigations. The purpose of FOIS is to provide a forum for genuine interdisciplinary exchange in the spirit of a unified effort towards solving the problems of ontology, with an eye to both theoretical issues and concrete applications. This book contains a wide range of areas, all of which are important to the development of formal ontologies.
Author: Martin Liggins II
Publisher: CRC Press
ISBN: 1351835378
Category : Technology & Engineering
Languages : en
Pages : 870
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Book Description
In the years since the bestselling first edition, fusion research and applications have adapted to service-oriented architectures and pushed the boundaries of situational modeling in human behavior, expanding into fields such as chemical and biological sensing, crisis management, and intelligent buildings. Handbook of Multisensor Data Fusion: Theory and Practice, Second Edition represents the most current concepts and theory as information fusion expands into the realm of network-centric architectures. It reflects new developments in distributed and detection fusion, situation and impact awareness in complex applications, and human cognitive concepts. With contributions from the world’s leading fusion experts, this second edition expands to 31 chapters covering the fundamental theory and cutting-edge developments that are driving this field. New to the Second Edition— · Applications in electromagnetic systems and chemical and biological sensors · Army command and combat identification techniques · Techniques for automated reasoning · Advances in Kalman filtering · Fusion in a network centric environment · Service-oriented architecture concepts · Intelligent agents for improved decision making · Commercial off-the-shelf (COTS) software tools From basic information to state-of-the-art theories, this second edition continues to be a unique, comprehensive, and up-to-date resource for data fusion systems designers.
Author: Éloi Bossé
Publisher: Artech House Publishers
ISBN:
Category : History
Languages : en
Pages : 410
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Book Description
In the process of information fusion technology, masses of live information are instantaneously integrated to create a coherent and precise picture of a rapidly evolving situation. This book brings together an international panel of leading experts that gives a fresh and cohesive perspective on this technologys models, methods, mathematics, and computer systems.
