Information Routing, Correspondence Finding, and Object Recognition in the Brain

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ISBN 13 :
Total Pages : 132 pages
Book Rating : 4.:/5 (68 download)

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Book Synopsis Information Routing, Correspondence Finding, and Object Recognition in the Brain by : Philipp Wolfrum

Download or read book Information Routing, Correspondence Finding, and Object Recognition in the Brain written by Philipp Wolfrum and published by . This book was released on 2008 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Information Routing, Correspondence Finding, and Object Recognition in the Brain

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Publisher : Springer
ISBN 13 : 3642152546
Total Pages : 133 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Information Routing, Correspondence Finding, and Object Recognition in the Brain by : Philipp Wolfrum

Download or read book Information Routing, Correspondence Finding, and Object Recognition in the Brain written by Philipp Wolfrum and published by Springer. This book was released on 2010-09-07 with total page 133 pages. Available in PDF, EPUB and Kindle. Book excerpt: At?rstsight,thisbookisaboutfacerecognitioninthebrain.Itsmorelasting value, however,lies in the paradigmatic way in which this particular problem is treated. From the basic ideas that are worked out here in concrete detail, it is a naturaland simple next step to at leastimagine, if not realizein model form, much more generalstructures and processes,thus helping to bridge the still tremendous chasm between mind and brain. It is the purpose of this foreword to point out these generic traits. For centuries, thinking about the brain has been dominated by the most complexmechanisticdevicesofthetime,clockwork,communicatinghydraulic tubesor,today,thecomputer.Thecomputer,takenasincarnationoftheU- versal Turing Machine, can implement any conceivable process, so that also a functional brain can surely be simulated on it, an idea that, beginning in the ?fties of the last century, has been seducing scientists to create “art- cial intelligence” in the computer. As a result we now have an information technology that displays many functional capabilities formerly regarded as the exclusive domain of the mind. As fascinating as this is, doting on “int- ligent machines” is systematically diverting our attention awayfrom the true problems of understanding the working of the brain.

An Internet in Your Head

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Publisher : Columbia University Press
ISBN 13 : 0231551614
Total Pages : 428 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis An Internet in Your Head by : Daniel Graham

Download or read book An Internet in Your Head written by Daniel Graham and published by Columbia University Press. This book was released on 2021-05-04 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether we realize it or not, we think of our brains as computers. In neuroscience, the metaphor of the brain as a computer has defined the field for much of the modern era. But as neuroscientists increasingly reevaluate their assumptions about how brains work, we need a new metaphor to help us ask better questions. The computational neuroscientist Daniel Graham offers an innovative paradigm for understanding the brain. He argues that the brain is not like a single computer—it is a communication system, like the internet. Both are networks whose power comes from their flexibility and reliability. The brain and the internet both must route signals throughout their systems, requiring protocols to direct messages from just about any point to any other. But we do not yet understand how the brain manages the dynamic flow of information across its entire network. The internet metaphor can help neuroscience unravel the brain’s routing mechanisms by focusing attention on shared design principles and communication strategies that emerge from parallel challenges. Highlighting similarities between brain connectivity and the architecture of the internet can open new avenues of research and help unlock the brain’s deepest secrets. An Internet in Your Head presents a clear-eyed and engaging tour of brain science as it stands today and where the new paradigm might take it next. It offers anyone with an interest in brains a transformative new way to conceptualize what goes on inside our heads.

Information Routing, Correspondence Finding, and Object Recognition in the Brain

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642152538
Total Pages : 147 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Information Routing, Correspondence Finding, and Object Recognition in the Brain by : Philipp Wolfrum

Download or read book Information Routing, Correspondence Finding, and Object Recognition in the Brain written by Philipp Wolfrum and published by Springer Science & Business Media. This book was released on 2010-09-08 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: At?rstsight,thisbookisaboutfacerecognitioninthebrain.Itsmorelasting value, however,lies in the paradigmatic way in which this particular problem is treated. From the basic ideas that are worked out here in concrete detail, it is a naturaland simple next step to at leastimagine, if not realizein model form, much more generalstructures and processes,thus helping to bridge the still tremendous chasm between mind and brain. It is the purpose of this foreword to point out these generic traits. For centuries, thinking about the brain has been dominated by the most complexmechanisticdevicesofthetime,clockwork,communicatinghydraulic tubesor,today,thecomputer.Thecomputer,takenasincarnationoftheU- versal Turing Machine, can implement any conceivable process, so that also a functional brain can surely be simulated on it, an idea that, beginning in the ?fties of the last century, has been seducing scientists to create “art- cial intelligence” in the computer. As a result we now have an information technology that displays many functional capabilities formerly regarded as the exclusive domain of the mind. As fascinating as this is, doting on “int- ligent machines” is systematically diverting our attention awayfrom the true problems of understanding the working of the brain.

Computer and Information Science 2010

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Publisher : Springer
ISBN 13 : 3642154050
Total Pages : 236 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Computer and Information Science 2010 by : Roger Lee

Download or read book Computer and Information Science 2010 written by Roger Lee and published by Springer. This book was released on 2010-09-16 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 9th ACIS/IEEE International Conference on Computer Science and Information Science, held in Kaminoyama, Japan on August 18-20 is aimed at bringing together researchers and scientists, businessmen and entrepreneurs, teachers and students to discuss the numerous fields of computer science, and to share ideas and information in a meaningful way. This publication captures 18 of the conference’s most promising papers, and we impatiently await the important contributions that we know these authors will bring to the ?eld. In chapter 1, Taewan Gu et al. propose a method of software reliability estimation based on IEEE Std. 1633 which is adaptive in the face of frequent changes to software requirements, and show why the adaptive approach is necessary when software requirements are changed frequently through a case study. In chapter 2, Keisuke Matsuno et al. investigate the capacity of incremental learning in chaotic neural networks, varying both the refractory parameter and the learning parameter with network size. This approach is investigated through simulations, which ?nd that capacity can be increased in greater than direct proportion to size. In chapter 3, Hongwei Zeng and Huaikou Miao extend the classical labeled transition system models to make both abstraction and compositional reasoning applicable to deadlock detection for parallel composition of components, and propose a compositional abstraction re?nement approach.

Advances in Cognitive Informatics and Cognitive Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 3642160824
Total Pages : 301 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Cognitive Informatics and Cognitive Computing by : Yingxu Wang

Download or read book Advances in Cognitive Informatics and Cognitive Computing written by Yingxu Wang and published by Springer Science & Business Media. This book was released on 2010-11-07 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive Informatics (CI) is the science of cognitive information processing and its applications in cognitive computing. CI is a transdisciplinary enquiry of computer science, information science, cognitive science, and intelligence science that investigates into the internal information processing mechanisms and processes of the brain. Advances and engineering applications of CI have led to the emergence of cognitive computing and the development of Cognitive Computers (CCs) that reason and learn. As initiated by Yingxu Wang and his colleagues, CC has emerged and developed based on the transdisciplinary research in CI, abstract intelligence (aI), and denotational mathematics after the inauguration of the series of IEEE International Conference on Cognitive Informatics since 2002 at Univ. of Calgary, Stanford Univ., and Tsinghua Univ., etc. This volume in LNCS (subseries of Computational Intelligence), LNCI 323, edited by Y. Wang, D. Zhang, and W. Kinsner, presents the latest development in cognitive informatics and cognitive computing. The book focuses on the explanation of cognitive models of the brain, the layered reference model of the brain, the fundamental mechanisms of abstract intelligence, and the implementation of computational intelligence by autonomous inference and learning engines based on CCs.

Advances in Practical Multi-Agent Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642160972
Total Pages : 451 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances in Practical Multi-Agent Systems by : Quan Bai

Download or read book Advances in Practical Multi-Agent Systems written by Quan Bai and published by Springer Science & Business Media. This book was released on 2010-10-14 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Agent System (MAS) is an exciting, emerging paradigm expected to play a key role in many society-changing practices. The International Conference on Principles and Practice of Multi-Agent Systems (PRIMA) is a leading scientific conference for research on intelligent agent systems and multi-agent systems, attracting high quality, state-of-the-art research from all over the world. PRIMA’09 was the 12th in the series of PRIMA conferences and was held in Nagoya, Japan. Beside a single-track main conference, PRIMA’09 also included a number of workshops which were designed to provide a forum for researchers and practitioners to present and exchange the latest developments at the MAS frontier. This book constitutes the post-proceedings of workshops under PRIMA’09. Readers will be able to explore a diverse range of topics and detailed discussions related to a number of important themes in our ever changing world. This collection plays an important role in bridging the gap between MAS theory and practice. It emphasizes the importance of MAS in the research and development of smart power grid systems, decision support systems, optimization and analysis systems for road traffic and markets, environmental monitoring and simulation, and in many other real-world applications and publicizes and extends MAS technology to many domains in this fast moving information age.

Innovations in Agent-Based Complex Automated Negotiations

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Publisher : Springer Science & Business Media
ISBN 13 : 3642156118
Total Pages : 198 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Innovations in Agent-Based Complex Automated Negotiations by : Takayuki Ito

Download or read book Innovations in Agent-Based Complex Automated Negotiations written by Takayuki Ito and published by Springer Science & Business Media. This book was released on 2010-10-14 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Automated Negotiations have been widely studied and are becoming an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependency between issues, representation of utility, negotiation protocol, negotiation form (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with adequate bargaining strategies. In many multi-issue bargaining settings, negotiation becomes more than a zero-sum game, so bargaining agents have an incentive to cooperate in order to achieve efficient win-win agreements. Also, in a complex negotiation, there could be multiple issues that are interdependent. Thus, agent's utility will become more complex than simple utility functions. Further, negotiation forms and protocols could be different between bilateral situations and multi-party situations. To realize such a complex automated negotiation, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bays nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decision-making support tools, negotiation support tools, collaboration tools, etc. In this book, we solicit papers on all aspects of such complex automated negotiations in the field of Autonomous Agents and Multi-Agent Systems. In addition, this book includes papers on the ANAC 2010 (Automated Negotiating Agents Competition), in which automated agents who have different negotiation strategies and implemented by different developers are automatically negotiate in the several negotiation domains. ANAC is one of real testbeds in which strategies for automated negotiating agents are evaluated in a tournament style.

Current Thoughts on the Brain-Computer Analogy - All Metaphors Are Wrong, But Some Are Useful

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Publisher : Frontiers Media SA
ISBN 13 : 2832516513
Total Pages : 139 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Current Thoughts on the Brain-Computer Analogy - All Metaphors Are Wrong, But Some Are Useful by : Giorgio Matassi

Download or read book Current Thoughts on the Brain-Computer Analogy - All Metaphors Are Wrong, But Some Are Useful written by Giorgio Matassi and published by Frontiers Media SA. This book was released on 2023-03-22 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mobile Hybrid Intrusion Detection

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Publisher : Springer Science & Business Media
ISBN 13 : 3642182984
Total Pages : 151 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Mobile Hybrid Intrusion Detection by : Álvaro Herrero

Download or read book Mobile Hybrid Intrusion Detection written by Álvaro Herrero and published by Springer Science & Business Media. This book was released on 2011-01-19 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph comprises work on network-based Intrusion Detection (ID) that is grounded in visualisation and hybrid Artificial Intelligence (AI). It has led to the design of MOVICAB-IDS (MObile VIsualisation Connectionist Agent-Based IDS), a novel Intrusion Detection System (IDS), which is comprehensively described in this book. This novel IDS combines different AI paradigms to visualise network traffic for ID at packet level. It is based on a dynamic Multiagent System (MAS), which integrates an unsupervised neural projection model and the Case-Based Reasoning (CBR) paradigm through the use of deliberative agents that are capable of learning and evolving with the environment. The proposed novel hybrid IDS provides security personnel with a synthetic, intuitive snapshot of network traffic and protocol interactions. This visualisation interface supports the straightforward detection of anomalous situations and their subsequent identification. The performance of MOVICAB-IDS was tested through a novel mutation-based testing method in different real domains which entailed several attacks and anomalous situations.

Information Retrieval and Mining in Distributed Environments

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Publisher : Springer
ISBN 13 : 3642160891
Total Pages : 292 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Information Retrieval and Mining in Distributed Environments by : Alessandro Soro

Download or read book Information Retrieval and Mining in Distributed Environments written by Alessandro Soro and published by Springer. This book was released on 2010-10-08 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: At DART'09, held in conjunction with the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2009) and Intelligent Agent Technology (IAT 2009) in Milan (Italy), practitioners and researchers working on pervasive and intelligent access to web services and distributed information retrieval met to compare their work ad insights in such fascinating topics. Extended and revised versions of their papers, together with selected and invited original contributions, are collected in this book. Topics covered are those that emerged at DART'09 as the most intriguing and challenging: (i) community oriented tools and techniques as infrastructure of the Web 2.0; (ii) agent technology applied to virtual world scenarios; (iii) context aware information retrieval; (iv) content based information retrieval; and (v) industrial applications of information retrieval. Every chapter, before discussing in depth the specific topic, presents a comprehensive review of related work and state of the art, in the hope of this volume to be of use in the years to come, to both researchers and students.

From Boolean Logic to Switching Circuits and Automata

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Publisher : Springer Science & Business Media
ISBN 13 : 3642116817
Total Pages : 212 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis From Boolean Logic to Switching Circuits and Automata by : Radomir S. Stankovic

Download or read book From Boolean Logic to Switching Circuits and Automata written by Radomir S. Stankovic and published by Springer Science & Business Media. This book was released on 2011-03-05 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Logic networks and automata are facets of digital systems. The change of the design of logic networks from skills and art into a scientific discipline was possible by the development of the underlying mathematical theory called the Switching Theory. The fundamentals of this theory come from the attempts towards an algebraic description of laws of thoughts presented in the works by George J. Boole and the works on logic by Augustus De Morgan. As often the case in engineering, when the importance of a problem and the need for solving it reach certain limits, the solutions are searched by many scholars in different parts of the word, simultaneously or at about the same time, however, quite independently and often unaware of the work by other scholars. The formulation and rise of Switching Theory is such an example. This book presents a brief account of the developments of Switching Theory and highlights some less known facts in the history of it. The readers will find the book a fresh look into the development of the field revealing how difficult it has been to arrive at many of the concepts that we now consider obvious . Researchers in the history or philosophy of computing will find this book a valuable source of information that complements the standard presentations of the topic.

Advanced Computational Intelligence Paradigms in Healthcare 6

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Publisher : Springer Science & Business Media
ISBN 13 : 3642178235
Total Pages : 298 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advanced Computational Intelligence Paradigms in Healthcare 6 by : Sheryl Brahnam

Download or read book Advanced Computational Intelligence Paradigms in Healthcare 6 written by Sheryl Brahnam and published by Springer Science & Business Media. This book was released on 2011-03-06 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the latest research in Virtual Reality (VR), as it is being applied in psychotherapy, rehabilitation, and the analysis of behaviour for neurological assessment. This book will be of value to anyone already in the field and to those who are interested in the development of VR systems for therapeutic purposes. The contents include: · The latest literature reviews on VR in psychotherapy, psychological wellbeing, and rehabilitation · VR and cognitive behavior therapy · Increasing presence in VR for effective exposure therapy and treatment of anxiety disorders · VR military training for managing combat stress and preventing post traumatic stress · VR, mixed reality systems, and games for stroke rehabilitation · VR systems for improving vision in children with amblyopia · Therapeutic play in virtual environments · Healing potential of online virtual worlds such as Second Life · Neuropsychological assessment using virtual environments · Detailed accounts on how VR systems are designed, implemented, and best evaluated · Discussions of limitations, problems, and ethical concerns using VR in mental and physical therapy

Intelligent Video Event Analysis and Understanding

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Publisher : Springer
ISBN 13 : 3642175546
Total Pages : 251 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Intelligent Video Event Analysis and Understanding by : Jianguo Zhang

Download or read book Intelligent Video Event Analysis and Understanding written by Jianguo Zhang and published by Springer. This book was released on 2011-02-02 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the vast development of Internet capacity and speed, as well as wide adop- tion of media technologies in people’s daily life, a large amount of videos have been surging, and need to be efficiently processed or organized based on interest. The human visual perception system could, without difficulty, interpret and r- ognize thousands of events in videos, despite high level of video object clutters, different types of scene context, variability of motion scales, appearance changes, occlusions and object interactions. For a computer vision system, it has been be very challenging to achieve automatic video event understanding for decades. Broadly speaking, those challenges include robust detection of events under - tion clutters, event interpretation under complex scenes, multi-level semantic event inference, putting events in context and multiple cameras, event inference from object interactions, etc. In recent years, steady progress has been made towards better models for video event categorisation and recognition, e. g. , from modelling events with bag of spatial temporal features to discovering event context, from detecting events using a single camera to inferring events through a distributed camera network, and from low-level event feature extraction and description to high-level semantic event classification and recognition. Nowadays, text based video retrieval is widely used by commercial search engines. However, it is still very difficult to retrieve or categorise a specific video segment based on their content in a real multimedia system or in surveillance applications.

Mining of Data with Complex Structures

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Publisher : Springer Science & Business Media
ISBN 13 : 3642175562
Total Pages : 340 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Mining of Data with Complex Structures by : Fedja Hadzic

Download or read book Mining of Data with Complex Structures written by Fedja Hadzic and published by Springer Science & Business Media. This book was released on 2011-01-30 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mining of Data with Complex Structures: - Clarifies the type and nature of data with complex structure including sequences, trees and graphs - Provides a detailed background of the state-of-the-art of sequence mining, tree mining and graph mining. - Defines the essential aspects of the tree mining problem: subtree types, support definitions, constraints. - Outlines the implementation issues one needs to consider when developing tree mining algorithms (enumeration strategies, data structures, etc.) - Details the Tree Model Guided (TMG) approach for tree mining and provides the mathematical model for the worst case estimate of complexity of mining ordered induced and embedded subtrees. - Explains the mechanism of the TMG framework for mining ordered/unordered induced/embedded and distance-constrained embedded subtrees. - Provides a detailed comparison of the different tree mining approaches highlighting the characteristics and benefits of each approach. - Overviews the implications and potential applications of tree mining in general knowledge management related tasks, and uses Web, health and bioinformatics related applications as case studies. - Details the extension of the TMG framework for sequence mining - Provides an overview of the future research direction with respect to technical extensions and application areas The primary audience is 3rd year, 4th year undergraduate students, Masters and PhD students and academics. The book can be used for both teaching and research. The secondary audiences are practitioners in industry, business, commerce, government and consortiums, alliances and partnerships to learn how to introduce and efficiently make use of the techniques for mining of data with complex structures into their applications. The scope of the book is both theoretical and practical and as such it will reach a broad market both within academia and industry. In addition, its subject matter is a rapidly emerging field that is critical for efficient analysis of knowledge stored in various domains.

Innovations in Defence Support Systems - 2

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Publisher : Springer
ISBN 13 : 3642177646
Total Pages : 286 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Innovations in Defence Support Systems - 2 by : Lakhmi C Jain

Download or read book Innovations in Defence Support Systems - 2 written by Lakhmi C Jain and published by Springer. This book was released on 2011-02-05 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations in Defence Support Systems - 2 presents a sample of the state-of-art research on defence support systems. The focus of the volume is on the design and optimization of socio-technical systems and their performance in defence contexts. Conceptual and methodological considerations for the development of such systems and criteria likely to be useful in their evaluation are discussed, along with their conceptual underpinnings in total system performance analysis.

Fusion Methods for Unsupervised Learning Ensembles

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Publisher : Springer Science & Business Media
ISBN 13 : 3642162045
Total Pages : 153 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Fusion Methods for Unsupervised Learning Ensembles by : Bruno Baruque

Download or read book Fusion Methods for Unsupervised Learning Ensembles written by Bruno Baruque and published by Springer Science & Business Media. This book was released on 2010-11-23 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of a “committee of experts” or ensemble learning to artificial neural networks that apply unsupervised learning techniques is widely considered to enhance the effectiveness of such networks greatly. This book examines the potential of the ensemble meta-algorithm by describing and testing a technique based on the combination of ensembles and statistical PCA that is able to determine the presence of outliers in high-dimensional data sets and to minimize outlier effects in the final results. Its central contribution concerns an algorithm for the ensemble fusion of topology-preserving maps, referred to as Weighted Voting Superposition (WeVoS), which has been devised to improve data exploration by 2-D visualization over multi-dimensional data sets. This generic algorithm is applied in combination with several other models taken from the family of topology preserving maps, such as the SOM, ViSOM, SIM and Max-SIM. A range of quality measures for topology preserving maps that are proposed in the literature are used to validate and compare WeVoS with other algorithms. The experimental results demonstrate that, in the majority of cases, the WeVoS algorithm outperforms earlier map-fusion methods and the simpler versions of the algorithm with which it is compared. All the algorithms are tested in different artificial data sets and in several of the most common machine-learning data sets in order to corroborate their theoretical properties. Moreover, a real-life case-study taken from the food industry demonstrates the practical benefits of their application to more complex problems.