| Description |
1 online resource : illustrations (chiefly color) |
| Series |
Transactions on computational science and computational intelligence, 2569-7080 |
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Transactions on computational science and computational intelligence. 2569-7080
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| Contents |
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 |
| Summary |
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 |
| Notes |
International conference proceedings |
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Conferences held in a hybrid format |
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Includes index |
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Online resource; title from PDF title page (SpringerLink, viewed November 12, 2021) |
| Subject |
Data mining -- Congresses
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Machine learning -- Congresses
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Information storage and retrieval systems -- Congresses
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Aprendizaje automático (Inteligencia artificial) -- Congresos
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Informática-Aplicaciones en información -- Congresos
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Data mining
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Information storage and retrieval systems
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Machine learning
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Mineria de dades.
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Aprenentatge automàtic.
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Sistemes d'informació.
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| Genre/Form |
Electronic books
|
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proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Congressos.
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| Form |
Electronic book
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| Author |
Stahlbock, Robert, editor.
|
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Weiss, Gary M., editor.
|
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Abou-Nasr, Mahmoud, editor.
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Yang, Cheng-Ying, editor
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Arabnia, Hamid, editor.
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Deligiannidis, Leonidas, editor.
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International Conference on Data Science (16th : 2020 : Las Vegas, Nevada ; Online)
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Conference on Information & Knowledge Engineering (19th : 2020 : Las Vegas, Nevada ; Online)
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| ISBN |
9783030717049 |
|
3030717046 |
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