Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology
Latest Publications

TOTAL DOCUMENTS

(FIVE YEARS 0)

H-INDEX

(FIVE YEARS 0)

Published By Springer International Publishing

9783030202118, 9783030202125

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

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

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_6 ◽

2019 ◽

pp. 107-124

Author(s):

Roheet Bhatnagar ◽

Ganesh Borpatra Gohain

Keyword(s):

Machine Learning ◽

Random Forest ◽

Decision Trees ◽

Crop Yield ◽

Satellite Data ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Yield Estimation

Download Full-text

Security Approaches in Machine Learning for Satellite Communication

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_10 ◽

2019 ◽

pp. 189-204 ◽

Cited By ~ 1

Author(s):

Mamata Rath ◽

Sushruta Mishra

Keyword(s):

Machine Learning ◽

Satellite Communication

Download Full-text

Design, Implementation, and Testing of Unpacking System for Telemetry Data of Artificial Satellites: Case Study: EGYSAT1

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_8 ◽

2019 ◽

pp. 147-163

Author(s):

Sara Abdelghafar ◽

Ahmed Salama ◽

Mohamed Yahia Edries ◽

Ashraf Darwish ◽

Aboul Ella Hassanien

Keyword(s):

Artificial Satellites ◽

Telemetry Data

Download Full-text

Design, Implementation, and Validation of Satellite Simulator and Data Packets Analysis

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_5 ◽

2019 ◽

pp. 79-103

Author(s):

Kadry Ali Ezzat ◽

Lamia Nabil Mahdy ◽

Aboul Ella Hassanien ◽

Ashraf Darwish

Keyword(s):

Data Packets

Download Full-text

Tensor-Based Anomaly Detection for Satellite Telemetry Data

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_1 ◽

2019 ◽

pp. 3-16

Author(s):

Alaa H. Ramadan ◽

Aboul Ella Hassanien ◽

Hesham A. Hefny ◽

Lamiaa F. Ibrahim

Keyword(s):

Anomaly Detection ◽

Satellite Telemetry ◽

Telemetry Data

Download Full-text

Intelligent Health Monitoring Systems for Space Missions Based on Data Mining Techniques

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_4 ◽

2019 ◽

pp. 65-78 ◽

Cited By ~ 2

Author(s):

Sara Abdelghafar ◽

Ashraf Darwish ◽

Aboul Ella Hassanien

Keyword(s):

Data Mining ◽

Health Monitoring ◽

Space Missions ◽

Monitoring Systems ◽

Data Mining Techniques ◽

Health Monitoring Systems

Download Full-text

Multiscale Satellite Image Classification Using Deep Learning Approach

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_9 ◽

2019 ◽

pp. 165-186 ◽

Cited By ~ 1

Author(s):

Noureldin Laban ◽

Bassam Abdellatif ◽

Hala M. Ebied ◽

Howida A. Shedeed ◽

Mohamed F. Tolba

Keyword(s):

Deep Learning ◽

Image Classification ◽

Satellite Image ◽

Learning Approach ◽

Satellite Image Classification

Download Full-text

Data Analytics Using Satellite Remote Sensing in Healthcare Applications

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_7 ◽

2019 ◽

pp. 125-146

Author(s):

Kamaljit I. Lakhtaria ◽

Sailesh S. Iyer

Keyword(s):

Remote Sensing ◽

Satellite Remote Sensing ◽

Data Analytics ◽

Healthcare Applications

Download Full-text

Machine Learning Techniques for IoT Intrusions Detection in Aerospace Cyber-Physical Systems

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_11 ◽

2019 ◽

pp. 205-232 ◽

Cited By ~ 1

Author(s):

Yassine Maleh

Keyword(s):

Machine Learning ◽

Cyber Physical Systems ◽

Machine Learning Techniques ◽

Physical Systems ◽

Learning Techniques

Download Full-text

Machine Learning in Satellites Monitoring and Risk Challenges

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology ◽

10.1007/978-3-030-20212-5_2 ◽

2019 ◽

pp. 17-38

Author(s):

Khaled Alielden

Keyword(s):

Machine Learning

Download Full-text

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace TechnologyLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

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

Security Approaches in Machine Learning for Satellite Communication

Design, Implementation, and Testing of Unpacking System for Telemetry Data of Artificial Satellites: Case Study: EGYSAT1

Design, Implementation, and Validation of Satellite Simulator and Data Packets Analysis

Tensor-Based Anomaly Detection for Satellite Telemetry Data

Intelligent Health Monitoring Systems for Space Missions Based on Data Mining Techniques

Multiscale Satellite Image Classification Using Deep Learning Approach

Data Analytics Using Satellite Remote Sensing in Healthcare Applications

Machine Learning Techniques for IoT Intrusions Detection in Aerospace Cyber-Physical Systems

Machine Learning in Satellites Monitoring and Risk Challenges

Studies in Computational Intelligence - Machine Learning and Data Mining in Aerospace Technology
Latest Publications