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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part I (Lecture Notes in Computer Science, 10534) - Softcover
Synopsis
The three volume proceedings LNAI 10534 – 10536 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2017, held in Skopje, Macedonia, in September 2017.
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.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2017
- ISBN 10 3319712489
- ISBN 13 9783319712482
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages915
- EditorCeci Michelangelo, Hollmén Jaakko, Todorovski Ljupčo, Vens Celine, Džeroski Sašo
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Machine Learning and Knowledge Discovery in Databases : European Conference, Ecml Pkdd 2017, Skopje, Macedonia, September 18?22, 2017, Proceedings, Part I
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I (Lecture Notes in Computer Science, 10534)
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I (Lecture Notes in Computer Science, 10534)
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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I (Lecture Notes in Computer Science, 10534)
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Machine Learning and Knowledge Discovery in Databases
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Springer International Publishing Dez 2017, 2017
ISBN 10: 3319712489
ISBN 13: 9783319712482
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The three volume proceedings LNAI 10534 - 10536 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2017, held in Skopje, Macedonia, in September 2017. 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. 916 pp. Englisch. Seller Inventory # 9783319712482
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Machine Learning and Knowledge Discovery in Databases : European Conference, Ecml Pkdd 2017, Skopje, Macedonia, September 18â"22, 2017, Proceedings, Part I
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