Title Discovery science : 19th International Conference, DS 2016, Bari, Italy, October 19-21, 2016, Proceedings / edited by Toon Calders, Michelangelo Ceci, Donato Malerba

Published Switzerland : Springer, 2016

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Description 1 online resource (xxi, 492 pages) : illustrations Series Lecture notes in artificial intelligence, 0302-9743 ; 9956 LNCS sublibrary. SL 7, Artificial intelligence Lecture notes in computer science ; 9956. Lecture notes in computer science. Lecture notes in artificial intelligence LNCS sublibrary. SL 7, Artificial intelligence. Contents Pattern mining and rules -- Structured output prediction -- Applications -- Ensemble Learning -- Classification -- Networks -- Kernels and deep learning Summary This book constitutes the proceedings of the 17th International Conference on Discovery Science, DS 2016, held in banff, AB, Canada in October 2015. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 60 submissions. The conference focuses on following topics: Advances in the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, and intelligent data analysis, as well as their application in various scientific domains Notes International conference proceedings Includes author index Online resource; title from PDF title page (SpringerLink, viewed October 20, 2016) Subject Science -- Philosophy -- Congresses Discoveries in science -- Congresses Research -- Automation -- Congresses Machine learning -- Congresses Data mining -- Congresses Data mining. Information retrieval. Databases. Algorithms & data structures. Pattern recognition. Artificial intelligence. Computers -- Database Management -- Data Mining. Computers -- System Administration -- Storage & Retrieval. Computers -- Database Management -- General. Computers -- Programming -- Algorithms. Computers -- Computer Vision & Pattern Recognition. Computers -- Intelligence (AI) & Semantics. Data mining Discoveries in science Machine learning Research -- Automation Science -- Philosophy Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Calders, Toon, editor. Ceci, Michelangelo, editor. Malerba, Donato, editor. ISBN 9783319463070 3319463071

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