04072nam 22006255 450 991050847430332120251230061224.03-030-71704-610.1007/978-3-030-71704-9(CKB)5470000001298872(MiAaPQ)EBC6796305(Au-PeEL)EBL6796305(OCoLC)1281767446(PPN)258298804(BIP)82059255(BIP)79237094(DE-He213)978-3-030-71704-9(EXLCZ)99547000000129887220211029d2021 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances 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 Deligiannidis1st ed. 2021.Cham :Springer International Publishing :Imprint: Springer,2021.1 online resource (965 pages)Transactions on Computational Science and Computational Intelligence,2569-70803-030-71703-8 Includes bibliographical references and index.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.Transactions on Computational Science and Computational Intelligence,2569-7080Data miningComputational intelligenceExpert systems (Computer science)Data Mining and Knowledge DiscoveryComputational IntelligenceKnowledge Based SystemsData mining.Computational intelligence.Expert systems (Computer science).Data Mining and Knowledge Discovery.Computational Intelligence.Knowledge Based Systems.006.3Stahlbock RobertMiAaPQMiAaPQMiAaPQBOOK9910508474303321Advances in data science and information engineering2901120UNINA