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Beschreibung
The total of 101 regular papers presented in part I and part II was carefully reviewed and selected from 364 submissions; there are 47 papers in the applied data science, nectar and demo track.
The contributions were organized in topical sections named as follows:
Part I: anomaly detection; computer vision; ensembles and meta learning; feature selection and extraction; kernel methods; learning and optimization, matrix and tensor factorization; networks and graphs; neural networks and deep learning.
Part II: pattern and sequence mining; privacy and security; probabilistic models and methods; recommendation; regression; reinforcement learning; subgroup discovery; time series and streams; transfer and multi-task learning; unsupervised and semisupervised learning.
Part III: applied data science track; nectar track; and demo track.
European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part I
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 30. Dezember 2017 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 1358 Gramm |
| Format | Softcover |
| ISBN-13 | 9783319712482 |
| Auflage | 1st ed. 2017 |
| Seiten | 852 |