Discovery Science

21st International Conference, DS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings
1. Auflage 2018
ISBN: 978-3-030-01770-5
Verlag: Springer International Publishing

Buch, Englisch, Band 11198, 482 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 756 g

Reihe: Lecture Notes in Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Soldatova, Larisa

Ceci, Michelangelo

Vanschoren, Joaquin

Papadopoulos, George

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining

Inhaltsverzeichnis

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