UID:
almahu_9949195066702882
Umfang:
XXV, 986 p. 344 illus., 286 illus. in color.
,
online resource.
Ausgabe:
1st ed. 2021.
ISBN:
9783030717049
Serie:
Transactions on Computational Science and Computational Intelligence,
Inhalt:
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.
Anmerkung:
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.
In:
Springer Nature eBook
Weitere Ausg.:
Printed edition: ISBN 9783030717032
Weitere Ausg.:
Printed edition: ISBN 9783030717056
Weitere Ausg.:
Printed edition: ISBN 9783030717063
Sprache:
Englisch
DOI:
10.1007/978-3-030-71704-9
URL:
https://doi.org/10.1007/978-3-030-71704-9
