Internet of Hearts — Large-Scale Stochastic Network Modeling and Analysis of Cardiac Electrical Signals

2017 ◽  
pp. 211-251 ◽  
Author(s):  
Chen Kan ◽  
Hui Yang
Keyword(s):  
Large Scale ◽  
Network Modeling ◽  
Stochastic Network ◽  
Modeling And Analysis ◽  
Electrical Signals ◽  
Network Modeling And Analysis

A GENETIC ALGORITHM FOR DETECTING COMMUNITIES IN LARGE-SCALE COMPLEX NETWORKS

2010 ◽  
Vol 13 (01) ◽  
pp. 3-17 ◽  
Author(s):  
CHUAN SHI ◽  
ZHENYU YAN ◽  
YI WANG ◽  
YANAN CAI ◽  
BIN WU
Keyword(s):  
Genetic Algorithm ◽  
Complex Networks ◽  
Large Scale ◽  
Fitness Function ◽  
Network Modeling ◽  
Search Space ◽  
Great Flexibility ◽  
Modeling And Analysis ◽  
Research Areas ◽  
Network Modeling And Analysis

Network model recently becomes a popular tool for studying complex systems. Detecting meaningful communities in complex networks, as an important task in network modeling and analysis, has attracted great interests in various research areas. This paper proposes a genetic algorithm with a special encoding schema for community detection in complex networks. The algorithm employs a metric, named modularity Q as the fitness function and applies a special locus-based adjacency encoding schema to represent the community partitions. The encoding schema enables the algorithm to determine the number of communities adaptively and automatically, which provides great flexibility to the detection process. In addition, the schema also significantly reduces the search space. Extensive experiments demonstrate the effectiveness of the proposed algorithm.

scholarly journals Innovative Spatial-Temporal Network Modeling and Analysis Method of Air Quality

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 26241-26254 ◽  
Author(s):  
Guyu Zhao ◽  
Guoyan Huang ◽  
Hongdou He ◽  
Qian Wang
Keyword(s):  
Air Quality ◽  
Network Modeling ◽  
Temporal Network ◽  
Analysis Method ◽  
Modeling And Analysis ◽  
Network Modeling And Analysis
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