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Computational intelligence in intelligent data analysis
Authors: ---
ISBN: 3642323774 3642323782 Year: 2013 Publisher: Berlin ; New York : Springer,

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Abstract

Complex systems and their phenomena are ubiquitous as they can be found in biology, finance, the humanities, management sciences, medicine, physics and similar fields. For many problems in these fields, there are no conventional ways to mathematically or analytically solve them completely at low cost. On the other hand, nature already solved many optimization problems efficiently. Computational intelligence attempts to mimic nature-inspired problem-solving strategies and methods. These strategies can be used to study, model and analyze complex systems such that it becomes feasible to handle them. Key areas of computational intelligence are artificial neural networks, evolutionary computation and fuzzy systems. As only a few researchers in that field, Rudolf Kruse has contributed in many important ways to the understanding, modeling and application of computational intelligence methods. On occasion of his 60th birthday, a collection of original papers of leading researchers in the field of computational intelligence has been collected in this volume.


Book
Frontiers in Computational Intelligence
Authors: --- ---
ISBN: 3319677896 3319677888 Year: 2018 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book is a collection of several contributions which show the state of the art in specific areas of Computational Intelligence. This carefully edited book honors the 65th birthday of Rudolf Kruse. The main focus of these contributions lies on treating vague data as well as uncertain and imprecise information with automated procedures, which use techniques from statistics, control theory, clustering, neural networks etc. to extract useful and employable knowledge. .


Book
Adaptive multimedial retrieval : retrieval, user, and semantics : 5th international workshop, AMR 2007, Paris, France, July 5-6, 2007 : revised selected papers
Authors: --- --- ---
ISBN: 3540798609 3540798595 Year: 2008 Publisher: Berlin : Springer,

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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.

Keywords

Information storage and retrieval systems --- Multimedia systems --- Information retrieval --- Audio-visual materials --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Database management. --- Computer science. --- Information storage and retrieva. --- Multimedia systems. --- Database Management. --- Computer Engineering. --- Computer Applications. --- Information Storage and Retrieval. --- Multimedia Information Systems. --- Information Systems Applications (incl. Internet). --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Informatics --- Science --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Electronic data processing --- Information storage and retrieval systems. --- Computer engineering. --- Application software. --- Information storage and retrieval. --- Multimedia information systems. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Computers --- Design and construction

Fuzzy Control : Fundamentals, Stability and Design of Fuzzy Controllers
Authors: --- --- ---
ISBN: 9783540317654 3540317651 354031766X Year: 2006 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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The book provides a critical discussion of fuzzy controllers from the perspective of classical control theory. Special emphases are placed on topics that are of importance for industrial applications, like (self-) tuning of fuzzy controllers, optimisation and stability analysis. The book is written as a textbook for graduate students as well as a comprehensive reference book about fuzzy control for researchers and application engineers. Starting with a detailed introduction to fuzzy systems and control theory the reader is guided to up-to-date research results.

Keywords

Intelligent control systems. --- Control theory. --- Fuzzy systems. --- Commande intelligente --- Théorie de la commande --- Systèmes flous --- Intelligent control systems --- Control theory --- Applied Mathematics --- Civil Engineering --- Mechanical Engineering - General --- Engineering & Applied Sciences --- Civil & Environmental Engineering --- Mechanical Engineering --- Systems, Fuzzy --- Intelligent control --- Intelligent controllers --- Computer science. --- Operations research. --- Decision making. --- Computers. --- Artificial intelligence. --- Applied mathematics. --- Engineering mathematics. --- Computer Science. --- Theory of Computation. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Applications of Mathematics. --- Operation Research/Decision Theory. --- System analysis --- Fuzzy logic --- Dynamics --- Machine theory --- Automatic control --- Information theory. --- Mathematics. --- Mathematical and Computational Engineering. --- Artificial Intelligence. --- Operations Research/Decision Theory. --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- System theory --- Math --- Science --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Engineering --- Engineering analysis --- Mathematical analysis --- Communication theory --- Communication --- Cybernetics --- Mathematics --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management --- Management decisions --- Choice (Psychology) --- Problem solving --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Calculators --- Cyberspace --- Decision making


Book
Adaptive multimedia retrieval : identifying, summarizing, and recommending image and music : 6th International Workshop, AMR 2008, Berlin, Germany, June 26-27, 2008 : revised selected papers
Authors: --- --- ---
ISBN: 3642147577 9786613566065 1280388145 3642147585 Year: 2010 Publisher: Berlin : Springer,


Book
Adaptive Multimedia Retrieval. Context, Exploration and Fusion : 8th International Workshop, AMR 2010, Linz, Austria, August 17-18, 2010. Revised Selected Papers
Authors: --- --- --- ---
ISBN: 3642271685 3642271693 Year: 2011 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed proceedings of the 8th International Conference on Adaptive Multimedia Retrieval, AMR 2010, held in Linz, Austria, in August 2010. The 14 revised full papers and the invited contribution presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Context-based personalization; media information fusion; video retrieval; audio and music retrieval; adaptive similarities; and finding and organizing.

Keywords

Engineering & Applied Sciences --- Computer Science --- Information retrieval --- Multimedia systems --- Computer Science. --- Information Systems Applications (incl. Internet). --- Information Storage and Retrieval. --- Artificial Intelligence (incl. Robotics). --- Image Processing and Computer Vision. --- Database Management. --- Multimedia Information Systems. --- Information storage and retrieva. --- Artificial intelligence. --- Computer vision. --- Database management. --- Multimedia systems. --- Artificial Intelligence. --- Information storage and retrieval. --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Information storage and retrieval systems --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Electronic data processing --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Application software. --- Optical data processing. --- Multimedia information systems. --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Optical equipment


Book
Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation : 10th International Workshop, AMR 2012, Copenhagen, Denmark, October 24-25, 2012, Revised Selected Papers
Authors: --- --- ---
ISBN: 3319120921 331912093X Year: 2014 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Adaptive Multimedia Retrieval, AMR 2012, held in Copenhagen, Denmark, in October 2012.   The 17 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers cover topics of state of the art contributions, features and classification, location context, language and semantics, music retrieval, and adaption and HCI.

Keywords

Computer science. --- Database management. --- Data mining. --- Information storage and retrieval. --- Multimedia information systems. --- User interfaces (Computer systems). --- Computer Science. --- Information Storage and Retrieval. --- Multimedia Information Systems. --- Data Mining and Knowledge Discovery. --- User Interfaces and Human Computer Interaction. --- Database Management. --- Information Systems Applications (incl. Internet). --- Information storage and retrieva. --- Multimedia systems. --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Electronic data processing --- Informatics --- Science --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Information storage and retrieval systems --- Information storage and retrieval systems. --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction

Adaptive Multimedia Retrieval : First International Workshop, AMR 2003, Hamburg, Germany, September 15-16, 2003, Revised Selected and Invited Papers
Authors: --- --- ---
ISBN: 3540259813 3540221638 Year: 2004 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book is an extended collection of contributions that wereoriginally subm- ted to the 1st International Workshop on Adaptive Multimedia Retrieval (AMR 2003), which was organized as part of the 26th German Conference on Arti?cial Intelligence (KI 2003),and held during September 15–18,2003at the University of Hamburg, Germany. Motivated by the overall success of the workshop – as revealed by the stimulating atmosphere during the workshop and the number of very interested and active participants – we ?nally decided to edit a book based on revised papers that were initially submitted to the workshop. Furthermore, we invited some more introductory contributions in order to be able to provide a conclusive book on current topics in the area of adaptive multimedia retrieval systems. We hope that we were able to put together a stimulating collection of articles for the interested reader. We like to thank the organizationcommittee of the 26th German Conference on Arti?cial Intelligence (KI 2003) for providing the setting and the admin- trative support in realizing this workshop as part of their program. Especially, we like to thank Christopher Habel for promoting the workshop as part of the conference program and Andreas Gun ¨ ther for his kind support throughout the organization process.

Keywords

Computer science. --- Information storage and retrieval systems. --- Information systems. --- Multimedia systems. --- Artificial intelligence. --- Computer vision. --- Computer Science. --- Information Storage and Retrieval. --- Multimedia Information Systems. --- Information Systems Applications (incl.Internet). --- Image Processing and Computer Vision. --- Artificial Intelligence (incl. Robotics). --- Multimedia systems --- Information retrieval --- Engineering & Applied Sciences --- Computer Science --- Data structures (Computer science). --- Information storage and retrieval. --- Multimedia information systems. --- Image processing. --- Data Structures, Cryptology and Information Theory. --- Information Systems Applications (incl. Internet). --- Data structures (Computer scienc. --- Information storage and retrieva. --- Data Structures and Information Theory. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Information storage and retrieval systems --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Application software. --- Optical data processing. --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Optical computing --- Visual data processing --- Integrated optics --- Photonics --- Computers --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Optical equipment --- Data structures (Computer science)


Book
Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation : 9th International Workshop, AMR 2011, Barcelona, Spain, July 18-19, 2011, Revised Selected Papers
Authors: --- --- --- ---
ISBN: 3642374247 3642374255 Year: 2013 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed post-proceedings of the 9th International Conference on Adaptive Multimedia Retrieval, AMR 2011, held in Barcelona, Spain, in July 2011. The 9 revised full papers and the invited contribution presented were carefully reviewed and selected from numerous submissions. The papers cover topics ranging from theoretical work to practical implementations and its evaluation, most of them dealing with audio or music media. They are organized in topical sections on evaluation and user studies, audio and music, image retrieval, and similarity and music.

Keywords

Computer science. --- Database management. --- Data mining. --- Information storage and retrieval systems. --- Multimedia systems. --- Computer Science. --- Information Storage and Retrieval. --- Multimedia Information Systems. --- Data Mining and Knowledge Discovery. --- User Interfaces and Human Computer Interaction. --- Database Management. --- Information Systems Applications (incl. Internet). --- Engineering & Applied Sciences --- Computer Science --- Multimedia data mining. --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Media mining (Data mining) --- Mining multimedia (Data mining) --- Multimedia mining (Data mining) --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Informatics --- Information storage and retrieval. --- Multimedia information systems. --- User interfaces (Computer systems). --- Information retrieval --- Multimedia systems --- Adaptive computing systems --- Adaptives System. --- Automatische Spracherkennung. --- Benutzerorientierung. --- Bilderkennung. --- Content Management. --- Information Retrieval. --- Multimedia. --- Musik. --- Ähnlichkeitssuche. --- Similarity search --- Suche --- Multi Media --- Inter Media --- Multimediales System --- Hypermedia --- Informationsretrieval --- Information --- Informationsrecherche --- Informationswiedergewinnung --- Retrieval --- Informationsrückgewinnung --- Informationsgewinnung --- Literaturrecherche --- Online-Recherche --- Recherche --- Information Extraction --- Content Management System --- Web Content Management System --- Contentmanagement --- Content-Produktion --- Inhaltsverwaltungssystem --- Content --- Content Syndication --- Redaktionssystem --- Mustererkennung --- Benutzerführung --- Spracherkennung --- Elektronische Spracherkennung --- Sprachverarbeitung --- Adaptierendes System --- Adaptive system --- System --- Adaptive computing --- Configurable computing systems --- Reconfigurable computing systems --- Computer systems --- Wiedergewinnung --- Datenverarbeitung --- Information storage and retrieva. --- Electronic data processing --- Science --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Information storage and retrieval systems --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Connected-component labeling --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Interfaces, User (Computer systems) --- Human-machine systems --- Human-computer interaction


Book
Algorithmen und Autonomie : Interdisziplinäre Perspektiven Auf das Verhältnis Von Selbstbestimmung und Datenpraktiken.
Authors: --- --- --- --- --- et al.
ISBN: 3847417207 384742520X Year: 2022 Publisher: Leverkusen-Opladen : Verlag Barbara Budrich,

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We live in a world of algorithmic sorting and decision-making. Mathematical models curate our social relationships, influence our elections and even decide whether we should go to prison or not. But how much do we really know about code, algorithmic structures and how they work? This book turns to questions of autonomy in the digital age from an interdisciplinary perspective, combining contributions from philosophy, education and cultural studies with computer science. Wir leben in einer Welt der algorithmischen Sortierung und Entscheidungsfindung. Mathematische Modelle kuratieren unsere sozialen Beziehungen, beeinflussen unsere Wahlen und entscheiden sogar darüber, ob wir ins Gefängnis gehen sollten oder nicht. Aber wie viel wissen wir wirklich über Code, algorithmische Strukturen und deren Wirkweisen? Der Band wendet sich den Fragen der Autonomie im digitalen Zeitalter aus einer interdisziplinären Perspektive zu, indem er Beiträge aus Philosophie, Erziehungs- und Kulturwissenschaft mit der Informatik verbindet.

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