Towards long-lead forecasting of extreme flood events: A data mining framework for precipitation cluster precursors identification

Dawei Wang; Wei Ding; Kui Yu; Xindong Wu; Ping Chen; David L. Small; Shafiqul Islam

doi:10.1145/2487575.2488220

Towards long-lead forecasting of extreme flood events: A data mining framework for precipitation cluster precursors identification

Dawei Wang
, Wei Ding
, Kui Yu
, Xindong Wu
, Ping Chen
, David L. Small
, Shafiqul Islam

Computer Science

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

Original language	English
Title of host publication	KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Editors	Rajesh Parekh, Jingrui He, Dhillon S. Inderjit, Paul Bradley, Yehuda Koren, Rayid Ghani, Ted E. Senator, Robert L. Grossman, Ramasamy Uthurusamy
Publisher	Association for Computing Machinery
Pages	1285-1293
Number of pages	9
ISBN (Electronic)	9781450321747
DOIs	https://doi.org/10.1145/2487575.2488220
State	Published - Aug 11 2013
Event	19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013 - Chicago, United States Duration: Aug 11 2013 → Aug 14 2013

Publication series

Name	Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
Volume	Part F128815

Conference

Conference	19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013
Country/Territory	United States
City	Chicago
Period	8/11/13 → 8/14/13

ASJC Scopus Subject Areas

Software
Information Systems

Keywords

Flood forecasting
Online streaming feature selection
Spatialtemporal data mining

Access to Document

10.1145/2487575.2488220

Cite this

Wang, D., Ding, W., Yu, K., Wu, X., Chen, P., Small, D. L., & Islam, S. (2013). Towards long-lead forecasting of extreme flood events: A data mining framework for precipitation cluster precursors identification. In R. Parekh, J. He, D. S. Inderjit, P. Bradley, Y. Koren, R. Ghani, T. E. Senator, R. L. Grossman, & R. Uthurusamy (Eds.), KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 1285-1293). Article 2488220 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; Vol. Part F128815). Association for Computing Machinery. https://doi.org/10.1145/2487575.2488220

Towards long-lead forecasting of extreme flood events: A data mining framework for precipitation cluster precursors identification. / Wang, Dawei; Ding, Wei; Yu, Kui et al.
KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ed. / Rajesh Parekh; Jingrui He; Dhillon S. Inderjit; Paul Bradley; Yehuda Koren; Rayid Ghani; Ted E. Senator; Robert L. Grossman; Ramasamy Uthurusamy. Association for Computing Machinery, 2013. p. 1285-1293 2488220 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; Vol. Part F128815).

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

Wang, D, Ding, W, Yu, K, Wu, X, Chen, P, Small, DL & Islam, S 2013, Towards long-lead forecasting of extreme flood events: A data mining framework for precipitation cluster precursors identification. in R Parekh, J He, DS Inderjit, P Bradley, Y Koren, R Ghani, TE Senator, RL Grossman & R Uthurusamy (eds), KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining., 2488220, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, vol. Part F128815, Association for Computing Machinery, pp. 1285-1293, 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, United States, 8/11/13. https://doi.org/10.1145/2487575.2488220

Wang D, Ding W, Yu K, Wu X, Chen P, Small DL et al. Towards long-lead forecasting of extreme flood events: A data mining framework for precipitation cluster precursors identification. In Parekh R, He J, Inderjit DS, Bradley P, Koren Y, Ghani R, Senator TE, Grossman RL, Uthurusamy R, editors, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery. 2013. p. 1285-1293. 2488220. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining). doi: 10.1145/2487575.2488220

Wang, Dawei ; Ding, Wei ; Yu, Kui et al. / Towards long-lead forecasting of extreme flood events : A data mining framework for precipitation cluster precursors identification. KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. editor / Rajesh Parekh ; Jingrui He ; Dhillon S. Inderjit ; Paul Bradley ; Yehuda Koren ; Rayid Ghani ; Ted E. Senator ; Robert L. Grossman ; Ramasamy Uthurusamy. Association for Computing Machinery, 2013. pp. 1285-1293 (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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author = "Dawei Wang and Wei Ding and Kui Yu and Xindong Wu and Ping Chen and Small, \{David L.\} and Shafiqul Islam",

note = "Publisher Copyright: Copyright {\textcopyright} 2013 ACM.; 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013 ; Conference date: 11-08-2013 Through 14-08-2013",

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Towards long-lead forecasting of extreme flood events: A data mining framework for precipitation cluster precursors identification

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ASJC Scopus Subject Areas

Keywords

Access to Document

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