21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings /
First Statement of Responsibility
Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci (eds.).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xxi, 482 pages) :
Other Physical Details
illustrations
SERIES
Series Title
Lecture Notes in Artificial Intelligence
Series Title
Lecture notes in computer science ;
Series Title
LNCS sublibrary. SL 7, Artificial intelligence
Volume Designation
11198
GENERAL NOTES
Text of Note
Includes author index.
Text of Note
International conference proceedings.
CONTENTS NOTE
Text of Note
Classification -- Meta-Learning -- Reinforcement Learning -- Streams and Time Series -- Subgroup and Subgraph Discovery -- Text Mining -- Applications.
0
SUMMARY OR ABSTRACT
Text of Note
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.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030017712
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783030017705
International Standard Book Number
9783030017729
PARALLEL TITLE PROPER
Parallel Title
DS 2018
TOPICAL NAME USED AS SUBJECT
Data mining, Congresses.
Discoveries in science, Congresses.
Machine learning, Congresses.
Research-- Automation, Congresses.
Science-- Philosophy, Congresses.
Artificial intelligence.
Computers-- Data Processing.
Computers-- Database Management-- Data Mining.
Computers-- Intelligence (AI) & Semantics.
Computers-- System Administration-- Storage & Retrieval.
Data mining.
Data mining.
Discoveries in science.
Information retrieval.
Machine learning.
Research-- Automation.
Science-- Philosophy.
Society & social sciences.
(SUBJECT CATEGORY (Provisional
COM004000
TJFM1
UYQ
UYQ
DEWEY DECIMAL CLASSIFICATION
Number
501
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q174
Book number
.
I5625
2018eb
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Ceci, Michelangelo
Papadopoulos, George
Soldatova, Larisa
Vanschoren, Joaquin
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
International Conference on Discovery Science(21st :2018 :, Limassol, Cyprus)