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

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.

Sommario

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

Dettagli sul prodotto

• Con la collaborazione di: Michelangelo Ceci (Editore), George Papadopoulos (Editore), Larisa Soldatova (Editore), Joaquin Vanschoren (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 07.10.2018
• EAN: 9783030017705
• ISBN: 978-3-0-3001770-5
• Pagine: 482
• Dimensioni: 157 mm x 28 mm x 235 mm
• Peso: 756 g
• Illustrazioni: XXI, 482 p. 137 illus.
• Serie: Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; C, Data Mining, Artificial Intelligence, Data Warehousing, Informationsrückgewinnung, Information Retrieval, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Support Vector Machines, Social Networks, Social networking, Application software, Data Mining and Knowledge Discovery, Signal Processing, Expert systems / knowledge-based systems, Computer applications in the social & behavioural sciences, Information Storage and Retrieval, Computer Appl. in Social and Behavioral Sciences, Computer Application in Social and Behavioral Sciences, Computer applications in the social and behavioural sciences, svm