A new data mining method for early warning landslides based on parallel coordinate

Wei Sun; Shuliang Wang

doi:10.1109/ICSDM.2011.5969006

A new data mining method for early warning landslides based on parallel coordinate

Wei Sun^*, Shuliang Wang

^*Corresponding author for this work

Wuhan University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

In this paper, a new data mining method is proposed on the basis of parallel coordinate for early warning of landslides. Landslides have resulted in many severe casualties and damaged structures and facilities. The proposed method is to analyse the landslide problems emerged with the parallel coordinates and its visualization function. It may simplify the establishment of complex model, and promote the visualization and analysis ability of spatial data, make closer relationship between spatial data and attribute data, and finally improve the effectiveness of landslide early warning.

Original language	English
Title of host publication	ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services
Pages	66-70
Number of pages	5
DOIs	https://doi.org/10.1109/ICSDM.2011.5969006
Publication status	Published - 2011
Externally published	Yes
Event	2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2011 - In Conjunction with 8th Beijing International Workshop on Geographical Information Science, BJ-IWGIS 2011 - Fuzhou, China Duration: 29 Jun 2011 → 1 Jul 2011

Publication series

Name	ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services

Conference

Conference	2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2011 - In Conjunction with 8th Beijing International Workshop on Geographical Information Science, BJ-IWGIS 2011
Country/Territory	China
City	Fuzhou
Period	29/06/11 → 1/07/11

Keywords

Early warning landslides
clustering analysis
data mining
parallel coordinates

Access to Document

10.1109/ICSDM.2011.5969006

Cite this

Sun, W., & Wang, S. (2011). A new data mining method for early warning landslides based on parallel coordinate. In ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (pp. 66-70). Article 5969006 (ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services). https://doi.org/10.1109/ICSDM.2011.5969006

Sun, Wei ; Wang, Shuliang. / A new data mining method for early warning landslides based on parallel coordinate. ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. 2011. pp. 66-70 (ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services).

@inproceedings{92e19628873041d298953506d4e791e5,

title = "A new data mining method for early warning landslides based on parallel coordinate",

abstract = "In this paper, a new data mining method is proposed on the basis of parallel coordinate for early warning of landslides. Landslides have resulted in many severe casualties and damaged structures and facilities. The proposed method is to analyse the landslide problems emerged with the parallel coordinates and its visualization function. It may simplify the establishment of complex model, and promote the visualization and analysis ability of spatial data, make closer relationship between spatial data and attribute data, and finally improve the effectiveness of landslide early warning.",

keywords = "Early warning landslides, clustering analysis, data mining, parallel coordinates",

author = "Wei Sun and Shuliang Wang",

year = "2011",

doi = "10.1109/ICSDM.2011.5969006",

language = "English",

isbn = "9781424483495",

series = "ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services",

pages = "66--70",

booktitle = "ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services",

note = "2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2011 - In Conjunction with 8th Beijing International Workshop on Geographical Information Science, BJ-IWGIS 2011 ; Conference date: 29-06-2011 Through 01-07-2011",

}

Sun, W & Wang, S 2011, A new data mining method for early warning landslides based on parallel coordinate. in ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services., 5969006, ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, pp. 66-70, 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2011 - In Conjunction with 8th Beijing International Workshop on Geographical Information Science, BJ-IWGIS 2011, Fuzhou, China, 29/06/11. https://doi.org/10.1109/ICSDM.2011.5969006

A new data mining method for early warning landslides based on parallel coordinate. / Sun, Wei; Wang, Shuliang.
ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. 2011. p. 66-70 5969006 (ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A new data mining method for early warning landslides based on parallel coordinate

AU - Sun, Wei

AU - Wang, Shuliang

PY - 2011

Y1 - 2011

N2 - In this paper, a new data mining method is proposed on the basis of parallel coordinate for early warning of landslides. Landslides have resulted in many severe casualties and damaged structures and facilities. The proposed method is to analyse the landslide problems emerged with the parallel coordinates and its visualization function. It may simplify the establishment of complex model, and promote the visualization and analysis ability of spatial data, make closer relationship between spatial data and attribute data, and finally improve the effectiveness of landslide early warning.

AB - In this paper, a new data mining method is proposed on the basis of parallel coordinate for early warning of landslides. Landslides have resulted in many severe casualties and damaged structures and facilities. The proposed method is to analyse the landslide problems emerged with the parallel coordinates and its visualization function. It may simplify the establishment of complex model, and promote the visualization and analysis ability of spatial data, make closer relationship between spatial data and attribute data, and finally improve the effectiveness of landslide early warning.

KW - Early warning landslides

KW - clustering analysis

KW - data mining

KW - parallel coordinates

UR - http://www.scopus.com/inward/record.url?scp=80052135862&partnerID=8YFLogxK

U2 - 10.1109/ICSDM.2011.5969006

DO - 10.1109/ICSDM.2011.5969006

M3 - Conference contribution

AN - SCOPUS:80052135862

SN - 9781424483495

T3 - ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services

SP - 66

EP - 70

BT - ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services

T2 - 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, ICSDM 2011 - In Conjunction with 8th Beijing International Workshop on Geographical Information Science, BJ-IWGIS 2011

Y2 - 29 June 2011 through 1 July 2011

ER -

Sun W, Wang S. A new data mining method for early warning landslides based on parallel coordinate. In ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. 2011. p. 66-70. 5969006. (ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services). doi: 10.1109/ICSDM.2011.5969006

A new data mining method for early warning landslides based on parallel coordinate

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this