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This book reconsiders key issues, such as description and explanation, which affect data analytics. For starters: the soul does not exist. Once released from this cumbersome roommate, we are left with complex biological systems: namely, ourselves, who must configure their environment in terms of worlds that are compatible with what they sense. Far from supplying yet another cosmogony, the book provides the cultivated reader with computational tools for describing and understanding data arising from his surroundings, such as climate parameters or stock market trends, even the win/defeat story of his son football team. Besides the superposition of the very many universes considered by quantum mechanics, we aim to manage families of worlds that may have generated those data through the key feature of their compatibility. Starting from a sharp engineering of ourselves in term of pairs consisting of genome plus a neuron ensemble, we toss this feature in different cognitive frameworks within a span of exploitations ranging from probability distributions to the latest implementations of machine learning. From the perspective of human society as an ensemble of the above pairs, the book also provides scientific tools for analyzing the benefits and drawbacks of the modern paradigm of the world as a service.

Mathematics --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- neuronale netwerken --- fuzzy logic --- cybernetica --- wiskunde --- KI (kunstmatige intelligentie) --- Computational intelligence. --- Artificial intelligence. --- Neural networks (Computer science). --- Computational Intelligence. --- Artificial Intelligence. --- Mathematical Models of Cognitive Processes and Neural Networks. --- AI (artificiële intelligentie) --- Neural networks (Computer science)

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This book contains the proceedings of the annual meeting of the Italian Neural Network Society (SIREN), held in Vietri sul Mare, Italy in 2010. Subjects covered include methodological and implementational topics, which are grouped together into chapters devoted to models, signal processing and other applications. There are also two chapters which refer to special sessions devoted to current focuses in the field, which this year concern the dynamics of biological networks and nonlinear systems for multimodal human-machine interaction; the latter representing a special activity of the European C

Neural networks (Computer science)

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Neural networks (Computer science) --- Réseaux neuronaux (Informatique) --- Congresses. --- Congrès --- Models, Immunological --- Artificial Intelligence --- Neural Networks (Computer) --- Nerve Net --- Nervous System --- Mathematical Concepts --- Models, Biological --- Pattern Recognition, Automated --- Computing Methodologies --- Models, Theoretical --- Information Science --- Phenomena and Processes --- Anatomy --- Investigative Techniques --- Analytical, Diagnostic and Therapeutic Techniques and Equipment --- Computer Science --- Mathematical Theory --- Engineering & Applied Sciences --- Mathematics --- Physical Sciences & Mathematics --- Computer science. --- Computers. --- Mathematical logic. --- Information storage and retrieval. --- Artificial intelligence. --- Pattern recognition. --- Bioinformatics. --- Computer Science. --- Artificial Intelligence (incl. Robotics). --- Mathematical Logic and Formal Languages. --- Computation by Abstract Devices. --- Information Storage and Retrieval. --- Pattern Recognition. --- Bio-informatics --- Biological informatics --- Biology --- Information science --- Computational biology --- Systems biology --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- 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 --- Algebra of logic --- Logic, Universal --- Mathematical logic --- Symbolic and mathematical logic --- Symbolic logic --- Algebra, Abstract --- Metamathematics --- Set theory --- Syllogism --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Informatics --- Science --- Data processing --- Information storage and retrieva. --- Optical pattern recognition. --- Artificial Intelligence. --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- 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 --- Electronic information resources --- Data libraries --- Digital libraries --- Information organization --- Information retrieval --- Machine theory. --- Pattern recognition systems. --- Formal Languages and Automata Theory. --- Theory of Computation. --- Automated Pattern Recognition. --- Pattern classification systems --- Pattern recognition computers --- Computer vision --- Data centers --- Abstract automata --- Abstract machines --- Automata --- Mathematical machine theory --- Algorithms --- Logic, Symbolic and mathematical --- Recursive functions --- Robotics

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This book presents some of the most recent research results in the area of machine learning and robot perception. The chapters represent new ways of solving real-world problems. The book covers topics such as intelligent object detection, foveated vision systems, online learning paradigms, reinforcement learning for a mobile robot, object tracking and motion estimation, 3D model construction, computer vision system and user modelling using dialogue strategies. This book will appeal to researchers, senior undergraduate/postgraduate students, application engineers and scientists.

Machine learning. --- Robotics. --- Computer vision. --- Apprentissage automatique --- Robotique --- Vision par ordinateur --- Engineering. --- Artificial intelligence. --- Automation and Robotics. --- Artificial Intelligence (incl. Robotics). --- Machine learning --- Robotics --- Computer vision --- Information Technology --- Artificial Intelligence --- Learning, Machine --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Machine vision --- Vision, Computer --- Construction --- Control engineering. --- Mechatronics. --- Control, Robotics, Mechatronics. --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Industrial arts --- Technology --- Mechanical engineering --- Microelectronics --- Microelectromechanical systems --- Automation --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Programmable controllers --- Artificial Intelligence. --- Automation. --- Control, Robotics, Automation. --- Automatic factories --- Automatic production --- Computer control --- Engineering cybernetics --- Factories --- Industrial engineering --- Mechanization --- Assembly-line methods --- Automatic control --- Automatic machinery --- CAD/CAM systems --- Automatic control.

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These three volumes are a collection of the contributions presented to the joint th conferencesofKES2007,the11 InternationalConferenceonKnowledge-Based and Intelligent Information and Engineering Systems, and the WIRN 2007, the th 17 Italian Workshop on Neural Networks, held in Vietri sul Mare, Italy, in September 2007. TheformulabywhichKESconferencesgatherover500peopleeachyearfrom the four corners of the globe to discuss the topic of knowledge-based and int- ligent information and engineering systems is: an open mind with rigor. Within the vastuniverseofthe conferencescenteredaroundthekeywordsinformation  and computational intelligence,  we encourage in our meetings the o?ering of newideas andtechniques to givesolutions to the never-endingseriesof problems and challenges that our own intelligence poses. As a precious attribute of the human brain, we will never be disturbed by the novelty, and possibly the provocation, of new mental paradigms and h- ardous conjectures, especially if they are raised by fresh research teams. At the same time, we have riddled eachcontribution using the sieve of scienti?c quality, checking the rigor with which the ideas are illustrated, their understandability and the support of the theory or of the experimental evidence. The structure of the conference re?ects this philosophy. In addition to re- lartracksonthemain?eldsofthediscipline,weinvitedscientiststoproposes- sions focused on topics of high interest. Their response was generous and based onallsources,wereceivedsome1203submissions.Fromthisnumberwecollected 11 general track sessions and 47 invited sessions to make a total of 409 papers after a severe referee screening, an acceptance rate of 34%. Thus the reader may havefromthesevolumesanalmostexhaustiveoverviewofresearcher'sandprac- tioner'scurrentworkinthe?eldofinformationextractionandintelligentsystems.

Office management --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- neuronale netwerken --- ICT (informatie- en communicatietechnieken) --- informatica --- maatschappij --- bedrijfsadministratie --- informatiesystemen --- database management --- informatica management --- robots