DocumentCode
3683061
Title
Classification Method of Navigational Aids in Inland Waters Based on Big Data
Author
Xiaocai Zhang;Lining Zhao;Haibao Wang;Haijiang Li
Author_Institution
Navig. Coll., Dalian Maritime Univ., Dalian, China
fYear
2015
Firstpage
203
Lastpage
208
Abstract
Remote Monitoring and Controlling System for navigational aids belongs to a significant subsystem of ITS in water transport. The area of implementation is becoming wider and wider. The work covers clustering and classification of navigational aids based on Big Data. Purpose of the work is to explore a more scientific classification method in order to avoid man-made subjective arbitrary interferences. Besides, simulation experiment has shown the effectiveness, feasibility and practicability of classification of navigational aids. In addition, mode of hierarchical management of navigational aids is designed.
Keywords
"Navigation","Classification algorithms","Clustering algorithms","Big data","Filling","Standards","Data mining"
Publisher
ieee
Conference_Titel
Frontier of Computer Science and Technology (FCST), 2015 Ninth International Conference on
Type
conf
DOI
10.1109/FCST.2015.67
Filename
7314676
Link To Document