Title
Predictive Analytics for Complex IoT Data Streams.
Abstract
The requirements of analyzing heterogeneous data streams and detecting complex patterns in near real-time have raised the prospect of complex event processing (CEP) for many Internet of Things (IoT) applications. Although CEP provides a scalable and distributed solution for analyzing complex data streams on the fly, it is designed for reactive applications as CEP acts on near real-time data and do...
Year
DOI
Venue
2017
10.1109/JIOT.2017.2712672
IEEE Internet of Things Journal
Keywords
Field
DocType
Real-time systems,Heuristic algorithms,Predictive models,Prediction algorithms,Adaptation models,Data models,Internet of Things
Data mining,Data modeling,Data stream mining,Computer science,Predictive analytics,Complex data type,Complex event processing,Intelligent transportation system,Big data,Distributed computing,Scalability
Journal
Volume
Issue
ISSN
4
5
2327-4662
Citations 
PageRank 
References 
10
0.52
19
Authors
4
Name
Order
Citations
PageRank
Adnan Akbar1312.61
Abdullah Khan2100.52
François Carrez311112.34
Klaus Moessner41077112.48