Discovery Science
Springer International Publishing (Verlag)
9783030337773 (ISBN)
This book constitutes the proceedings of the 22nd International Conference on Discovery Science, DS 2019, held in Split, Coratia, in October 2019.
The 21 full and 19 short papers presented together with 3 abstracts of invited talks in this volume were carefully reviewed and selected from 63 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: Advanced Machine Learning; Applications; Data and Knowledge Representation; Feature Importance; Interpretable Machine Learning; Networks; Pattern Discovery; and Time Series.
Advanced Machine Learning.- Applications.- Data and Knowledge Representation.- Feature Importance.- Interpretable Machine Learning.- Networks.- Pattern Discovery.- Time Series.
| Erscheinungsdatum | 20.10.2019 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | XXII, 546 p. 222 illus., 148 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 860 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Applications • Artificial Intelligence • Association Rules • classification • Clustering • clustering algorithms • Computational Creativity • Computer Science • computer vision • conference proceedings • Data Mining • data points • Data Stream • Informatics • information extraction • Knowledge Discovery • Knowledge Transfer • Learning Algorithms • machine learning • pattern recognition • Problem Solving • Research • Semantics • Signal Processing • Text Mining |
| ISBN-13 | 9783030337773 / 9783030337773 |
| Zustand | Neuware |
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