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Introduction to machine learning
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ISBN: 9780262012430 026201243X 9789533070346 9780262267052 Year: 2010 Publisher: Cambridge, Mass. : MIT Press,

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Book
Introduction to machine learning
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ISBN: 9780262043793 Year: 2020 Publisher: Cambridge (Mass.) : MIT press,

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Abstract

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition offers new coverage of recent advances in the field in both theory and practice, including developments in deep learning and neutral networks.

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MACHINE LEARNING

Artificial Neural Networks and Neural Information Processing — ICANN/ICONIP 2003 : Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26–29, 2003, Proceedings
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ISBN: 3540404082 3540449892 Year: 2003 Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer,

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This book constitutes the refereed proceedings of the joint International Conference on Artificial Neural Networks and International Conference on Neural Information Processing, ICANN/ICONIP 2003, held in Istanbul, Turkey, in June 2003. The 138 revised full papers were carefully reviewed and selected from 346 submissions. The papers are organized in topical sections on learning algorithms, support vector machine and kernel methods, statistical data analysis, pattern recognition, vision, speech recognition, robotics and control, signal processing, time-series prediction, intelligent systems, neural network hardware, cognitive science, computational neuroscience, context aware systems, complex-valued neural networks, emotion recognition, and applications in bioinformatics.

Keywords

Neural networks (Computer science) --- Computer Science --- Engineering & Applied Sciences --- Computer science. --- Science. --- Computer communication systems. --- Special purpose computers. --- Computers. --- Database management. --- Artificial intelligence. --- Computer Science. --- Computation by Abstract Devices. --- Science, general. --- Computer Communication Networks. --- Special Purpose and Application-Based Systems. --- Database Management. --- Artificial Intelligence (incl. Robotics). --- Software engineering. --- Science, Humanities and Social Sciences, multidisciplinary. --- 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 --- 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 --- Computer software engineering --- Engineering --- Informatics --- Science --- Special purpose computers --- Computers --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Network computers --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Distributed processing

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