Discovery Science 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings /
Discovery Science 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings / [electronic resource] :
edited by Larisa Soldatova, Joaquin Vanschoren, George Papadopoulos, Michelangelo Ceci.
- 1st ed. 2018.
- XXI, 482 p. 137 illus. online resource.
- Lecture Notes in Artificial Intelligence, 11198 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 11198 .
Classification -- Meta-Learning -- Reinforcement Learning -- Streams and Time Series -- Subgroup and Subgraph Discovery -- Text Mining -- Applications.
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.
9783030017712
10.1007/978-3-030-01771-2 doi
Artificial intelligence.
Data mining.
Information storage and retrieval systems.
Social sciences--Data processing.
Artificial Intelligence.
Data Mining and Knowledge Discovery.
Information Storage and Retrieval.
Computer Application in Social and Behavioral Sciences.
Q334-342 TA347.A78
006.3
Classification -- Meta-Learning -- Reinforcement Learning -- Streams and Time Series -- Subgroup and Subgraph Discovery -- Text Mining -- Applications.
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.
9783030017712
10.1007/978-3-030-01771-2 doi
Artificial intelligence.
Data mining.
Information storage and retrieval systems.
Social sciences--Data processing.
Artificial Intelligence.
Data Mining and Knowledge Discovery.
Information Storage and Retrieval.
Computer Application in Social and Behavioral Sciences.
Q334-342 TA347.A78
006.3