Data mining. Извлечение информации из Facebook, Twitter, LinkedIn, Instagram, GitHub

Front Matter ....Pages i-viii
Front Matter ....Pages 1-1
 Tensor-Based Anomaly Detection for Satellite Telemetry Data  (Alaa H. Ramadan, Aboul Ella Hassanien, Hesham A. Hefny, Lamiaa F. Ibrahim)....Pages 3-16
 Machine Learning in Satellites Monitoring and Risk Challenges  (Khaled Alielden)....Pages 17-38
 Formalization, Prediction and Recognition of Expert Evaluations of Telemetric Data of Artificial Satellites Based on Type-II Fuzzy Sets  (Olga M. Poleshchuk)....Pages 39-64
 Intelligent Health Monitoring Systems for Space Missions Based on Data Mining Techniques  (Sara Abdelghafar, Ashraf Darwish, Aboul Ella Hassanien)....Pages 65-78
 Design, Implementation, and Validation of Satellite Simulator and Data Packets Analysis  (Kadry Ali Ezzat, Lamia Nabil Mahdy, Aboul Ella Hassanien, Ashraf Darwish)....Pages 79-103
Front Matter ....Pages 105-105
 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  (Roheet Bhatnagar, Ganesh Borpatra Gohain)....Pages 107-124
 Data Analytics Using Satellite Remote Sensing in Healthcare Applications  (Kamaljit I. Lakhtaria, Sailesh S. Iyer)....Pages 125-146
 Design, Implementation, and Testing of Unpacking System for Telemetry Data of Artificial Satellites: Case Study: EGYSAT1  (Sara Abdelghafar, Ahmed Salama, Mohamed Yahia Edries, Ashraf Darwish, Aboul Ella Hassanien)....Pages 147-163
 Multiscale Satellite Image Classification Using Deep Learning Approach  (Noureldin Laban, Bassam Abdellatif, Hala M. Ebied, Howida A. Shedeed, Mohamed F. Tolba)....Pages 165-186
Front Matter ....Pages 187-187
 Security Approaches in Machine Learning for Satellite Communication  (Mamata Rath, Sushruta Mishra)....Pages 189-204
 Machine Learning Techniques for IoT Intrusions Detection in Aerospace Cyber-Physical Systems  (Yassine Maleh)....Pages 205-232