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Advances in Data Science and Information Engineering : Proceedings from ICDATA 2020 and IKE 2020 / edited by Robert Stahlbock, Gary M. Weiss, Mahmoud Abou-Nasr, Cheng-Ying Yang, Hamid R. Arabnia, Leonidas Deligiannidis
(Transactions on Computational Science and Computational Intelligence. ISSN:25697080)

Edition 1st ed. 2021.
Publisher (Cham : Springer International Publishing : Imprint: Springer)
Year 2021
Language English
Size XXV, 986 p. 344 illus., 286 illus. in color : online resource
Authors Stahlbock, Robert editor
Weiss, Gary M editor
Abou-Nasr, Mahmoud editor
Yang, Cheng-Ying editor
Arabnia, Hamid R editor
Deligiannidis, Leonidas editor
SpringerLink (Online service)
Subjects LCSH:Data mining
LCSH:Computational intelligence
LCSH:Expert systems (Computer science)
FREE:Data Mining and Knowledge Discovery
FREE:Computational Intelligence
FREE:Knowledge Based Systems
Notes Introduction -- Part I: Data Mining/Machine Learning Tasks -- Data Mining Algorithms -- Data Mining Integration -- Data Mining Process -- Data Mining Applications -- Data Mining Software -- Algorithms for Big Data -- Big Data Fundamentals -- Infrastructures for Big Data -- Big Data Management and Frameworks -- Big Data Search -- Privacy in the Era of Big Data -- Applications of Big Data -- Part II: information Retrieval Systems -- Knowledge Management and Cyber-Learning -- Database Engineering and Systems -- Data and Knowledge Processing -- Databanks: Issues, Methods, and Standards -- Data Warehousing and Datacenters -- Health Information Systems -- Data Security and Privacy Issues -- Information Reliability and Security -- Information and Knowledge Structures -- Knowledge Life Cycle -- Conclusion
The book presents the proceedings of two conferences: the 16th International Conference on Data Science (ICDATA 2020) and the 19th International Conference on Information & Knowledge Engineering (IKE 2020), which took place in Las Vegas, NV, USA, July 27-30, 2020. The conferences are part of the larger 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE'20), which features 20 major tracks. Papers cover all aspects of Data Science, Data Mining, Machine Learning, Artificial and Computational Intelligence (ICDATA) and Information Retrieval Systems, Information & Knowledge Engineering, Management and Cyber-Learning (IKE). Authors include academics, researchers, professionals, and students. Presents the proceedings of the 16th International Conference on Data Science (ICDATA 2020) and the 19th International Conference on Information & Knowledge Engineering (IKE 2020); Includes papers on topics from data mining to machine learning to informational retrieval systems; Authors include academics, researchers, professionals and students
HTTP:URL=https://doi.org/10.1007/978-3-030-71704-9
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Springer eBooks 9783030717049
電子リソース
EB00229131

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Material Type E-Book
Classification LCC:QA76.9.D343
DC23:006.312
ID 4000140961
ISBN 9783030717049

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