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Electronic data processing --- Database management --- Distributed processing --- 681.3*C24 --- Distributed systems: distributed databases; distributed applications; networkoperating systems --- Database management. --- Distributed processing. --- 681.3*C24 Distributed systems: distributed databases; distributed applications; networkoperating systems --- Electronic data processing - Distributed processing --- Distributed systems --- Proceedings --- Parallel Systems
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Electronic data processing --- Database management --- Distributed processing --- -Database management. --- Database management. --- 681.3*C24 --- 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 --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Computers --- Office practice --- Distributed systems: distributed databases; distributed applications; networkoperating systems --- Automation --- 681.3*C24 Distributed systems: distributed databases; distributed applications; networkoperating systems --- Distributed computer systems in electronic data processing --- Distributed computing --- Distributed processing in electronic data processing --- Computer networks --- Bases de données --- Traitement réparti. --- Distributed processing. --- Gestion. --- Electronic data processing - Distributed processing --- Bases de données --- Traitement réparti.
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The field of data mining has made significant and far-reaching advances over the past three decades. Because of its potential power for solving complex problems, data mining has been successfully applied to diverse areas such as business, engineering, social media, and biological science. Many of these applications search for patterns in complex structural information. In biomedicine for example, modeling complex biological systems requires linking knowledge across many levels of science, from genes to disease. Further, the data characteristics of the problems have also grown from static to dynamic and spatiotemporal, complete to incomplete, and centralized to distributed, and grow in their scope and size (this is known as big data). The effective integration of big data for decision-making also requires privacy preservation. The contributions to this monograph summarize the advances of data mining in the respective fields. This volume consists of nine chapters that address subjects ranging from mining data from opinion, spatiotemporal databases, discriminative subgraph patterns, path knowledge discovery, social media, and privacy issues to the subject of computation reduction via binary matrix factorization.
Big data. --- Data mining. --- Data mining -- Methods. --- Data sets, Large --- Large data sets --- Engineering. --- Artificial intelligence. --- Computational intelligence. --- Computational Intelligence. --- Artificial Intelligence (incl. Robotics). --- Intelligence, Computational --- Artificial intelligence --- Soft computing --- 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 --- Construction --- Industrial arts --- Technology --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data sets --- Artificial Intelligence.
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Videotex (Data transmission system) --- Videotext systems --- Viewdata systems --- Data transmission systems --- Interactive videos --- Television display systems --- Computer networks --- #TCPW P4.0 --- #TCPW P4.6 --- 681.3*C20 --- 681.3*C21 --- 681.3*C22 --- 681.3*C29 --- 681.3*C22 Network protocols: protocol architecture; protocol verification --- Network protocols: protocol architecture; protocol verification --- 681.3*C21 Network architecture and design: networks (centralized, circuit switching, distributed, packet, store and forward); network communications; netword topology --- Network architecture and design: networks (centralized, circuit switching, distributed, packet, store and forward); network communications; netword topology --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Electronic data processing --- Network computers --- Data communication systems --- Transmission of data --- Information theory --- Telecommunication systems --- Computerwetenschap--?*C20 --- Computerwetenschap--?*C29 --- Distributed processing --- 6813*C20 --- Computer networks. --- Data transmission systems. --- Computernetwerken. --- Datatransmissienetwerken.
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With the growing use of information technology and the recent advances in web systems, the amount of data available to users has increased exponentially. Thus, there is a critical need to understand the content of the data. As a result, data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor" syndrome. In this carefully edited volume a theoretical foundation as well as important new directions for data-mining research are presented. It brings together a set of well respected data mining theoreticians and researchers with practical data mining experiences. The presented theories will give data mining practitioners a scientific perspective in data mining and thus provide more insight into their problems, and the provided new data mining topics can be expected to stimulate further research in these important directions.
Data mining. --- Exploration de données (Informatique) --- Engineering. --- Information systems. --- Artificial intelligence. --- Mathematics. --- Engineering mathematics. --- Appl.Mathematics/Computational Methods of Engineering. --- Artificial Intelligence (incl. Robotics). --- Information Systems and Communication Service. --- Information and Communication, Circuits. --- Data mining --- Civil Engineering --- Applied Mathematics --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Engineering --- Engineering analysis --- Math --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Construction --- Mathematics --- Computer science. --- Computers. --- Information theory. --- Applied mathematics. --- Computer Science. --- Theory of Computation. --- Mathematical and Computational Engineering. --- Artificial Intelligence. --- Mathematical analysis --- Science --- Communication theory --- Communication --- Cybernetics --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Calculators --- Cyberspace
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Database design --- Relational databases --- Engineering & Applied Sciences --- Computer Science --- 681.3*D2 --- Software engineering: protection mechanisms; standards--See also {681.3*K63}; {681.3*K51} --- 681.3*D2 Software engineering: protection mechanisms; standards--See also {681.3*K63}; {681.3*K51} --- Conceptual modeling. --- Computer science. --- Data structures (Computer science). --- Mathematical logic. --- Computers. --- Database management. --- Artificial intelligence. --- Computer Science. --- Data Structures, Cryptology and Information Theory. --- Database Management. --- Information Systems Applications (incl. Internet). --- Mathematical Logic and Formal Languages. --- Artificial Intelligence (incl. Robotics). --- Models and Principles. --- 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 --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Algebra of logic --- Logic, Universal --- Mathematical logic --- Symbolic and mathematical logic --- Symbolic logic --- Mathematics --- Algebra, Abstract --- Metamathematics --- Set theory --- Syllogism --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Informatics --- Science --- Data structures (Computer scienc. --- Data Structures and Information Theory. --- Artificial Intelligence. --- Application software. --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Conceptual modeling --- ER --- Modeling
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