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Artificial intelligence. Robotics. Simulation. Graphics --- Machine learning --- Apprentissage automatique --- Machine Learning --- Machine learning. --- Apprentissage automatique. --- Aprendizado computacional. --- Agrotechnology and Food Sciences. Information and Communication Technology --- Information and Communication Technology (General) --- Information and Communication Technology (General). --- Apprentissage automatique (intelligence artificielle)

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A concise overview of machine learning -- computer programs that learn from data -- which underlies applications that include recommendation systems, face-recognition, and driverless cars

Machine learning. --- 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 --- Learning, Machine --- Artificial intelligence --- Maschinelles Lernen --- Apprentissage automatique --- Intelligence artificielle --- Philosophy and psychology of culture --- Artificial intelligence. Robotics. Simulation. Graphics --- Machine Learning

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Machine learning means artificially generating knowledge from experience. This book discusses methods from the fields of statistics and pattern recognition, and combines various approaches to find efficient solutions. This edition contains a new chapter about deep learning and provides additional information about multilayer perceptrons and reinforcement learning. There is also a new section on generative adversarial networks. Maschinelles Lernen ist die künstliche Generierung von Wissen aus Erfahrung. Dieses Buch diskutiert Methoden aus den Bereichen Statistik, Mustererkennung und kombiniert die unterschiedlichen Ansätze, um effiziente Lösungen zu finden. Diese Auflage bietet ein neues Kapitel über Deep Learning und erweitert die Inhalte über mehrlagige Perzeptrone und bestärkendes Lernen. Eine neue Sektion über erzeugende gegnerische Netzwerke ist ebenfalls dabei.

Machine learning. --- artificial intelligence. --- deep learning. --- neuronal networks.

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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.

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