Editors:
- Includes supplementary material: sn.pub/extras
- Includes supplementary material: sn.pub/extras
Part of the book series: Communications in Computer and Information Science (CCIS, volume 716)
Conference series link(s): BDAS: International Conference: Beyond Databases, Architectures and Structures
Conference proceedings info: BDAS 2017.
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Table of contents (44 papers)
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Front Matter
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Big Data and Cloud Computing
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Front Matter
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Artificial Intelligence, Data Mining and Knowledge Discovery
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Front Matter
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Architectures, Structures and Algorithms for Efficient Data Processing
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Front Matter
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Other Volumes
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Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation
About this book
It consists of 44 carefully reviewed papers selected from 118 submissions. The papers are organized in topical sections, namely big data and cloud computing; artificial intelligence, data mining and knowledge discovery; architectures, structures and algorithms for efficient data processing; text mining, natural language processing, ontologies and semantic web; bioinformatics and biological data analysis; industrial applications; data mining tools, optimization and compression.
Keywords
- algorithms
- artificial intelligence
- big data
- classification
- computer networks
- data mining
- data communication systems
- database systems
- image processing
- information integration
- information retrieval
- machine learning
- Natural Language Processing (NLP)
- NoSQL
- ontology
- query languages
- relational databases
- semantics
- semantic web
- XML
Editors and Affiliations
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Institute of Informatics, Silesian University of Technology, Gliwice, Poland
Stanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, Daniel Kostrzewa
Bibliographic Information
Book Title: Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation
Book Subtitle: 13th International Conference, BDAS 2017, Ustroń, Poland, May 30 - June 2, 2017, Proceedings
Editors: Stanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, Daniel Kostrzewa
Series Title: Communications in Computer and Information Science
DOI: https://doi.org/10.1007/978-3-319-58274-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-58273-3Published: 27 April 2017
eBook ISBN: 978-3-319-58274-0Published: 16 May 2017
Series ISSN: 1865-0929
Series E-ISSN: 1865-0937
Edition Number: 1
Number of Pages: XVIII, 578
Number of Illustrations: 184 b/w illustrations
Topics: Data Mining and Knowledge Discovery, Database Management, Artificial Intelligence, Computer Imaging, Vision, Pattern Recognition and Graphics, Information Storage and Retrieval
Industry Sectors: Aerospace, Biotechnology, Consumer Packaged Goods, Electronics, Energy, Utilities & Environment, Engineering, Finance, Business & Banking, IT & Software, Law, Materials & Steel, Oil, Gas & Geosciences, Pharma, Telecommunications