Applications of Big Data Analytics：Trends，Issues，and Challenges



Contents
1 Big Data Environment for Smart Healthcare Applications
Over 5G Mobile Network .................................................. 1
Mohammed Dighriri, Gyu Myoung Lee, and Thar Baker
2 Challenges and Opportunities of Using Big Data for Assessing
Flood Risks .................................................................. 31
Ahmed Afif Monrat, Raihan Ul Islam, Mohammad Shahadat Hossain,
and Karl Andersson
3 A Neural Networks Design Methodology for Detecting Loss
of Coolant Accidents in Nuclear Power Plants .......................... 43
David Tian, Jiamei Deng, Gopika Vinod, T. V. Santhosh,
and Hissam Tawfik
4 Evolutionary Deployment and Hill Climbing-Based
Movements of Multi-UAV Networks in Disaster Scenarios ............ 63
D. G. Reina, T. Camp, A. Munjal, S. L. Toral, and H. Tawfik
5 Detection of Obstructive Sleep Apnea Using Deep
Neural Network ............................................................. 97
Mashail Alsalamah, Saad Amin, and Vasile Palade
6 A Study of Data Classification and Selection Techniques
to Diagnose Headache Patients............................................ 121
Ahmed J. Aljaaf, Conor Mallucci, Dhiya Al-Jumeily, Abir Hussain,
Mohamed Alloghani, and Jamila Mustafina
7 Applications of Educational Data Mining and Learning
Analytics Tools in Handling Big Data in Higher Education ........... 135
Santosh Ray and Mohammed Saeed
8 Handling Pregel’s Limits in Big Graph Processing in the
Presence of High-Degree Vertices ......................................... 161
Mohamad Al Hajj Hassan and Mostafa Bamha
xixii Contents
9 Nature-Inspired Radar Charts as an Innovative Big Data
Analysis Tool ................................................................ 177
J. Artur Serrano, Hamzeh Awad, and Ronny Broekx
10 Search of Similar Programs Using Code Metrics and Big
Data-Based Assessment of Software Reliability ......................... 185
Svitlana Yaremchuck, Vyacheslav Kharchenko,
and Anatoliy Gorbenko