Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12393)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: DaWaK 2020.
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About this book
The volume LNCS 12393 constitutes the papers of the 22nd International Conference Big Data Analytics and Knowledge Discovery which will be held online in September 2020.
The 15 full papers presented together with 14 short papers plus 1 position paper in this volume were carefully reviewed and selected from a total of 77 submissions.
This volume offers a wide range to following subjects on theoretical and practical aspects of big data analytics and knowledge discovery as a new generation of big data repository, data pre-processing, data mining, text mining, sequences, graph mining, and parallel processing.
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Keywords
- artificial intelligence
- association rules
- big data
- clustering algorithms
- computer hardware
- computer science
- computer systems
- data handling
- data mining
- databases
- education
- engineering
- information management
- information technology
- internet
- knowledge-based system
- learning
- machine learning
- mathematics
- signal processing
Table of contents (30 papers)
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Front Matter
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Position Paper
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Front Matter
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Applications
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Front Matter
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Big Data/Data Lake
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Front Matter
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Data Mining
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Front Matter
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Other volumes
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Big Data Analytics and Knowledge Discovery
Editors and Affiliations
Bibliographic Information
Book Title: Big Data Analytics and Knowledge Discovery
Book Subtitle: 22nd International Conference, DaWaK 2020, Bratislava, Slovakia, September 14–17, 2020, Proceedings
Editors: Min Song, Il-Yeol Song, Gabriele Kotsis, A Min Tjoa, Ismail Khalil
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-59065-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-59064-2Published: 11 September 2020
eBook ISBN: 978-3-030-59065-9Published: 10 September 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 410
Number of Illustrations: 40 b/w illustrations, 113 illustrations in colour
Topics: Database Management, Computer Appl. in Administrative Data Processing, Computer Appl. in Social and Behavioral Sciences, Computers and Education, Computer System Implementation, Information Storage and Retrieval