Discovery Science, 1st ed. 2018 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings Lecture Notes in Artificial Intelligence Series
Coordonnateurs : Soldatova Larisa, Vanschoren Joaquin, Papadopoulos George, Ceci Michelangelo
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.
Classification.- Meta-Learning.- Reinforcement Learning.- Streams and Time Series.- Subgroup and Subgraph Discovery.- Text Mining.- Applications.
Date de parution : 10-2018
Ouvrage de 482 p.
15.5x23.5 cm
Thèmes de Discovery Science :
Mots-clés :
artificial intelligence; classification; data mining; data stream; graph algorithms; information retrieval; learning algorithms; machine learning; ontologies; pattern recognition; recommender systems; semantic web; semantics; signal processing; social networking; social networks; Support Vector Machines; SVM
