عنوان

Discovery science :

3030017702

3030017710

3030017729

9783030017705

9783030017712

9783030017729

9783030017705

Discovery science :

[Book]

21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings /

Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci (eds.).

Cham, Switzerland :

Springer,

2018.

1 online resource (xxi, 482 pages) :

illustrations

Lecture Notes in Artificial Intelligence

Lecture notes in computer science ;

LNCS sublibrary. SL 7, Artificial intelligence

11198

Includes author index.

International conference proceedings.

Classification -- Meta-Learning -- Reinforcement Learning -- Streams and Time Series -- Subgroup and Subgraph Discovery -- Text Mining -- Applications.

0

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.

Springer Nature

com.springer.onix.9783030017712

9783030017705

9783030017729

DS 2018

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.

COM004000

TJFM1

UYQ

UYQ

Ceci, Michelangelo

Papadopoulos, George

Soldatova, Larisa

Vanschoren, Joaquin

International Conference on Discovery Science(21st :2018 :, Limassol, Cyprus)

20200823073422.0

pn

[Book]

Y