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|a Machine learning and data mining in aerospace technology
|c Aboul Ella Hassanien, Ashraf Darwish, Hesham El-Askary, editors
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|a 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.
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1778756661985411072 |
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Electronic Resources |
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Hassanien, Aboul Ella., Darwish, Ashraf., El-Askary, Hesham. |
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a e h ae aeh, a d ad, h e a hea |
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Hassanien, Aboul Ella., Darwish, Ashraf., El-Askary, Hesham. |
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Hassanien, Aboul Ella. |
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Q325.5 .M33 2020 |
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Q 3325.5 M33 42020 |
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Q - General Science |
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sid-180-col-bnbfidbbi |
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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. |
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006.3/1 |
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000 - Computer science, information & general works |
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006 - Special computer methods |
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006.3/1 |
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16.3 11 |
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000 - Computer science, knowledge & systems |
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180-019460797 |
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Illustrated |
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Cham, Springer, [2020] |
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Cham Springer [2020] |
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FID-BBI-DE-23 |
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9783030202125, 3030202127 |
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Studies in computational intelligence, v. 836 |
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Studies in computational intelligence ; volume 836 |
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180 |
| spelling |
Machine learning and data mining in aerospace technology Aboul Ella Hassanien, Ashraf Darwish, Hesham El-Askary, editors, Cham Springer [2020], 1 online resource : illutrations., text rdacontent, computer rdamedia, online resource rdacarrier, Studies in computational intelligence ; volume 836, 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., Description based on online resource; title from digital title page (viewed on August 26, 2019)., Machine learning., Data mining., Electronic books., Hassanien, Aboul Ella., Darwish, Ashraf., El-Askary, Hesham., Studies in computational intelligence ; v. 836., ELD ebook, LDL ebooks ONIX to marcxml transformation using Record_Load-eBooks_Legal_Deposit_onix2marc_v2-1.xsl 20190703 com.springer.onix.9783030202125 Uk, (OCoLC)1110326576 |
| spellingShingle |
Machine learning and data mining in aerospace technology, Studies in computational intelligence, v. 836, 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., Machine learning., Data mining., Electronic books. |
| title |
Machine learning and data mining in aerospace technology |
| title_auth |
Machine learning and data mining in aerospace technology |
| title_full |
Machine learning and data mining in aerospace technology Aboul Ella Hassanien, Ashraf Darwish, Hesham El-Askary, editors |
| title_fullStr |
Machine learning and data mining in aerospace technology Aboul Ella Hassanien, Ashraf Darwish, Hesham El-Askary, editors |
| title_full_unstemmed |
Machine learning and data mining in aerospace technology Aboul Ella Hassanien, Ashraf Darwish, Hesham El-Askary, editors |
| title_in_hierarchy |
v. 836.. Machine learning and data mining in aerospace technology ([2020]) |
| title_short |
Machine learning and data mining in aerospace technology |
| title_sort |
machine learning and data mining in aerospace technology |
| topic |
Machine learning., Data mining., Electronic books. |
| topic_facet |
Machine learning., Data mining., Electronic books. |