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This timely text/reference reviews the state of the art of big data analytics, with a particular focus on practical applications. An authoritative selection of leading international researchers present detailed analyses of existing trends for storing and analyzing big data, together with valuable insights into the challenges inherent in current approaches and systems. This is further supported by real-world examples drawn from a broad range of application areas, including healthcare, education, and disaster management. The text also covers, typically from an application-oriented perspective, advances in data science in such areas as big data collection, searching, analysis, and knowledge discovery.
Topics and features:
Big Data Environment for Smart Healthcare Applications over 5G Mobile Network.- Challenges and Opportunities of Using Big Data for Assessing Flood Risks.- A Neural Networks Design Methodology for Detecting Loss of Coolant Accidents in Nuclear Power Plants.- Evolutionary Deployment and Hill Climbing-Based Movements of Multi-UAV Networks in Disaster Scenarios.- Detection of Obstructive Sleep Apnea Using Deep Neural Network.- A Study of Data Classification and Selection Techniques to Diagnose Headache Patients.- Applications of Educational Data Mining and Learning Analytics Tools in Handling Big Data in Higher Education.- Handling Pregel’s Limits in Big Graphs Processing in the Presence of High Degree Vertices.- Nature Inspired Radar Charts as an Innovative Big Data Analysis Tool.- Search of Similar Programs Using Code Metrics and Big Data Based Assessment of Software Reliability.
Dr. Mohammed M. Alani is an Associate Professor in Computer Engineering and currently is the Provost at Al Khawarizmi International College, Abu Dhabi, UAE.
Dr. Hissam Tawfik is a Professor of Computer Science in the School of Computing, Creative Technologies & Engineering at Leeds Beckett University, UK.
Dr. Mohammed Saeed is a Professor in Computing and currently is the Vice President for Academic Affairs and Research at the University of Modern Sciences, Dubai, UAE.
Dr. Obinna Anya is a Research Staff Member at IBM Research – Almaden, San Jose, CA, USA.
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