Application of improved K-means clustering algorithm in transit data collection

Proceedings - 2010 3rd International Conference on Biomedical Engineering and Informatics, BMEI 2010

Volumn 7, Issue , 2010, Pages 3028-3030

  Wu, Xueying ^a   Yao, Chunlong ^a  

^a DALIAN POLYTECHNIC UNIVERSITY   (China)

Author keywords

GPS; K means clustering algorithm; Public transportation query system; Transit site

Indexed keywords

CLUSTERING ANALYSIS; CLUSTERING RESULTS; DATA COLLECTION; GPS; K-MEANS CLUSTERING ALGORITHM; PUBLIC TRANSPORTATION; QUERY SYSTEMS; REDUNDANT DATA; TRANSIT SITE;

BIOMEDICAL ENGINEERING; CLUSTER ANALYSIS; DATA ACQUISITION; INFORMATION SCIENCE;

CLUSTERING ALGORITHMS;

EID: 78650671319     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BMEI.2010.5639899     Document Type: Conference Paper

References (10)

1. LIANG Hong, YUAN Xiao - qun, LIU Rui. Novel model and realization of public transport route inquiring system. Computer Engineering and Applications,2007,43(3):234-238.
2. CAI Chang, GE Wen, ZHANG Xiao-peng. Design and realization of bus query system based on .NET and MapXreme[J].Science of Surveying and Mapping, 2008,33(3):163-164.
3. WU Yong-jun, CAI Yong-xiang, GUO Qing-sheng. Design and Implementation of City Public Traffic Query System[J]. Journal of Geomatics . 2006:31 (5): 40-42. (Pubitemid 44890469)
4. th Berkeley Symposium on Mathematical Statistics and Probability,1967.
5. Guha S, Rastogi R, Shim K. Cure : An Efficient Clustering Algorithm for Large Database[C] //Proc. of ACM-SIGMOND Int. Conf, Management on Data,Seattle,Washington,1998:73-84.
6. Ester M, Krieger H P, Sander J, et a1.A Density-based Algorithm for Discovering Clusters in Large Spatial Databases with Noise[C]// Proc. of the 2nd Int'l Conf.on Knowledge Discovery and Data Mining. [S.1.]:ACM Press,1996.
7. rd International Conference on very Large Data Bases,1997.
8. Han J W, Kamber M. Data mining concepts and techniques [M].Beijing: Higher Education Press, 2002:335-394.
9. CAI Yong-wang,YANG Bing-ru .Improved DBSCAN Algorithm for Public Bus Station Cluster[J]. Computer Engineering, 2008,34(10): 190-192.
10. PAN Xiao-dong, KE Zhen-ming, LIN Tao, WU De-hua. A Study on Transfer Distance and Construction Indexes of Passenger Transit Hubs[J]. Traffic Science and Technology of Heilongjiang Province, 2008, 167 (1):97-98.