TY - BOOK ID - 4864989 TI - New Frontiers in Mining Complex Patterns : Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers AU - Appice, Annalisa. AU - Ceci, Michelangelo. AU - Loglisci, Corrado. AU - Manco, Giuseppe. AU - Masciari, Elio. AU - Ras, Zbigniew W. PY - 2015 SN - 9783319178769 331917875X 9783319178752 3319178768 PB - Cham : Springer International Publishing : Imprint: Springer, DB - UniCat KW - Computer Science. KW - Data Mining and Knowledge Discovery. KW - Database Management. KW - Information Storage and Retrieval. KW - Artificial Intelligence (incl. Robotics). KW - Computer science. KW - Database management. KW - Data mining. KW - Information storage and retrieval systems. KW - Artificial intelligence. KW - Informatique KW - Bases de données KW - Exploration de données (Informatique) KW - Systèmes d'information KW - Intelligence artificielle KW - Gestion KW - Engineering & Applied Sciences KW - Computer Science KW - Information storage and retrieval. KW - AI (Artificial intelligence) KW - Artificial thinking KW - Electronic brains KW - Intellectronics KW - Intelligence, Artificial KW - Intelligent machines KW - Machine intelligence KW - Thinking, Artificial KW - Bionics KW - Cognitive science KW - Digital computer simulation KW - Electronic data processing KW - Logic machines KW - Machine theory KW - Self-organizing systems KW - Simulation methods KW - Fifth generation computers KW - Neural computers KW - Algorithmic knowledge discovery KW - Factual data analysis KW - KDD (Information retrieval) KW - Knowledge discovery in data KW - Knowledge discovery in databases KW - Mining, Data KW - Database searching KW - Data base management KW - Data services (Database management) KW - Database management services KW - DBMS (Computer science) KW - Generalized data management systems KW - Services, Database management KW - Systems, Database management KW - Systems, Generalized database management KW - Informatics KW - Science KW - Information storage and retrieva. KW - Artificial Intelligence. KW - Automatic data storage KW - Automatic information retrieval KW - Automation in documentation KW - Computer-based information systems KW - Data processing systems KW - Data storage and retrieval systems KW - Discovery systems, Information KW - Information discovery systems KW - Information processing systems KW - Information retrieval systems KW - Machine data storage and retrieval KW - Mechanized information storage and retrieval systems KW - Computer systems KW - Electronic information resources KW - Data libraries KW - Digital libraries KW - Information organization KW - Information retrieval KW - Data mining KW - Data centers UR - https://www.unicat.be/uniCat?func=search&query=sysid:4864989 AB - This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2014, held in conjunction with ECML-PKDD 2014 in Nancy, France, in September 2014. The 13 revised full papers presented were carefully reviewed and selected from numerous submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data. The papers are organized in the following sections: classification and regression; clustering; data streams and sequences; applications. ER -