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Mathematical linguistics --- Information systems --- Data mining --- Natural language processing (Computer science) --- Congresses --- dataverwerking --- operations research --- wiskundige functies --- kwantitatieve methoden --- Data mining - Congresses --- Natural language processing (Computer science) - Congresses

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In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires "brute force" in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations.

Engineering. --- Computational Intelligence. --- Control. --- Data Mining and Knowledge Discovery. --- Data mining. --- Ingénierie --- Exploration de données (Informatique) --- Control theory. --- Data mining -- Congresses. --- Nonlinear control theory. --- Engineering & Applied Sciences --- Computer Science --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Computational intelligence. --- Control engineering. --- Database searching --- Control engineering --- Control equipment --- Control theory --- Engineering instruments --- Automation --- Programmable controllers --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- Construction --- Industrial arts --- Technology --- Control and Systems Theory.

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The Intelligent Systems Series comprises titles that present state of the art knowledge and the latest advances in intelligent systems. Its scope includes theoretical studies, design methods, and real-world implementations and applications. Traditionally, Intelligence and Security Informatics (ISI) research and applications have focused on information sharing and data mining, social network analysis, infrastructure protection and emergency responses for security informatics. With the continuous advance of IT technologies and the increasing sophistication of national and international

Computer security. --- Computer security -- Congresses. --- Data mining -- Congresses. --- Electronic surveillance -- Congresses. --- Expert systems (Computer science) -- Congresses. --- National security. --- Computer security --- National security --- Engineering & Applied Sciences --- Computer Science --- Information Technology --- General and Others --- National security policy --- NSP (National security policy) --- Security policy, National --- Economic policy --- International relations --- Military policy --- Computer privacy --- Computer system security --- Computer systems --- Computers --- Cyber security --- Cybersecurity --- Electronic digital computers --- Protection of computer systems --- Security of computer systems --- Data protection --- Security systems --- Hacking --- Government policy --- Protection --- Security measures

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International Federation for Information Processing The IFIP series publishes state-of-the-art results in the sciences and technologies of information and communication. The scope of the series includes: foundations of computer science; software theory and practice; education; computer applications in technology; communication systems; systems modeling and optimization; information systems; computers and society; computer systems technology; security and protection in information processing systems; artificial intelligence; and human-computer interaction. Proceedings and post-proceedings of refereed international conferences in computer science and interdisciplinary fields are featured. These results often precede journal publication and represent the most current research. The principal aim of the IFIP series is to encourage education and the dissemination and exchange of information about all aspects of computing. For more information about the 300 other books in the IFIP series, please visit www.springer.com. For more information about IFIP, please visit www.ifip.org.

Computer Science. --- Artificial Intelligence (incl. Robotics). --- Computer science. --- Artificial intelligence. --- Informatique --- Intelligence artificielle --- Information Technology --- Artificial Intelligence --- Data mining -- Congresses. --- Electronic books. -- local. --- Expert systems (Computer science) -- Congresses. --- Computer Science --- Mechanical Engineering - General --- Mechanical Engineering --- Engineering & Applied Sciences --- Data mining --- Expert systems (Computer 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 --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Informatics --- Science --- Artificial Intelligence. --- computer sciences. --- kunstmatige intelligentie. --- computerwetenschappen.

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The Intelligent Systems Series comprises titles that present state-of-the-art knowledge and the latest advances in intelligent systems. Its scope includes theoretical studies, design methods, and real-world implementations and applications. The most prevalent topics in Intelligence and Security Informatics (ISI) include data management, data and text mining for ISI applications, terrorism informatics, deception and intent detection, terrorist and criminal social network analysis, public health and bio-security, crime analysis, cyber-infrastructure protection, transportation infrastr

Artificial intelligence -- Congresses. --- Computer networks -- Congresses. --- Data mining -- Congresses. --- Computer security --- Artificial intelligence --- Computer networks --- Information technology --- Engineering & Applied Sciences --- Computer Science --- Security measures --- Computer security. --- National security. --- Information Technology --- General and Others --- National security --- National security policy --- NSP (National security policy) --- Security policy, National --- Economic policy --- International relations --- Military policy --- Computer privacy --- Computer system security --- Computer systems --- Computers --- Cyber security --- Cybersecurity --- Electronic digital computers --- Protection of computer systems --- Security of computer systems --- Data protection --- Security systems --- Hacking --- Government policy --- Protection --- Artificial intelligence. --- Security measures.