Machine learning and data mining in ...
Hassanien, Aboul Ella.

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  • Machine learning and data mining in aerospace technology
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Machine learning and data mining in aerospace technology/ edited by Aboul Ella Hassanien, Ashraf Darwish, Hesham El-Askary.
    其他作者: Hassanien, Aboul Ella.
    出版者: Cham :Springer International Publishing : : 2020.,
    面頁冊數: viii, 232 p. :ill. (some col.), digital ;24 cm.
    內容註: Tensor-based anomaly detection for satellite telemetry data -- Machine learning in satellites monitoring and risk challenges -- Formalization, prediction and recognition of expert evaluations of telemetric data of artificial satellites based on type-II fuzzy sets -- Intelligent health monitoring systems for space missions based on data mining techniques -- Design, implementation, and validation of satellite simulator and data packets analysis -- Crop yield estimation using decision trees and random forest machine learning algorithms on data from terra (EOS AM-1) & aqua (EOS PM-1) satellite data -- Data analytics using satellite remote sensing in healthcare applications -- Design, Implementation, and Testing of Unpacking System for Telemetry Data of Artificial Satellites: Case Study: EGYSAT1 -- Multiscale Satellite Image Classification using Deep Learning Approach -- Security approaches in machine learning for satellite communication -- Machine learning techniques for IoT intrusions detection in aerospace cyber physical systems.
    Contained By: Springer Nature eBook
    標題: Machine learning. -
    電子資源: https://doi.org/10.1007/978-3-030-20212-5
    ISBN: 9783030202125
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