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Machine Learning and Knowledge Discovery in Databases: European Conference, Ecml Pkdd 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Par
Paperback
DatabasesGeneral ComputersProgramming
ISBN13: 9783319712482
Publisher: Springer
Published: Dec 30 2017
Pages: 852
Weight: 2.78
Height: 1.81 Width: 6.14 Depth: 9.21
Language: English
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.
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