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" Discovery science : "
Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci (eds.).
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BL
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| Record Number
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859581
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International Conference on Discovery Science(21st :2018 :, Limassol, Cyprus)
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| Title & Author
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Discovery science : : 21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings /\ Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci (eds.).
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| Publication Statement
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Cham, Switzerland :: Springer,, 2018.
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| Series Statement
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Lecture Notes in Artificial Intelligence
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Lecture notes in computer science ;; 11198
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LNCS sublibrary. SL 7, Artificial intelligence
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| Page. NO
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1 online resource (xxi, 482 pages) :: illustrations
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| ISBN
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3030017702
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: 3030017710
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: 3030017729
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: 9783030017705
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: 9783030017712
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: 9783030017729
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9783030017705
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| Notes
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Includes author index.
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International conference proceedings.
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| Contents
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Classification -- Meta-Learning -- Reinforcement Learning -- Streams and Time Series -- Subgroup and Subgraph Discovery -- Text Mining -- Applications.
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| Abstract
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This book constitutes the proceedings of the 21st International Conference on Discovery Science, DS 2018, held in Limassol, Cyprus, in October 2018, co-located with the International Symposium on Methodologies for Intelligent Systems, ISMIS 2018. The 30 full papers presented together with 5 abstracts of invited talks in this volume were carefully reviewed and selected from 71 submissions. The scope of the conference includes the development and analysis of methods for discovering scientific knowledge, coming from machine learning, data mining, intelligent data analysis, big data analysis as well as their application in various scientific domains. The papers are organized in the following topical sections: Classification; meta-learning; reinforcement learning; streams and time series; subgroup and subgraph discovery; text mining; and applications.
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Data mining, Congresses.
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Discoveries in science, Congresses.
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Machine learning, Congresses.
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Research-- Automation, Congresses.
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Science-- Philosophy, Congresses.
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Artificial intelligence.
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Computers-- Data Processing.
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Computers-- Database Management-- Data Mining.
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Computers-- Intelligence (AI) Semantics.
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Computers-- System Administration-- Storage Retrieval.
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Data mining.
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Data mining.
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Discoveries in science.
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Information retrieval.
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Machine learning.
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Research-- Automation.
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Science-- Philosophy.
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Society social sciences.
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| Dewey Classification
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501
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| LC Classification
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Q174.I5625 2018eb
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| Added Entry
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Ceci, Michelangelo
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Papadopoulos, George
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Soldatova, Larisa
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Vanschoren, Joaquin
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| Parallel Title
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DS 2018
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