Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Kung, Hsu-Yang | en_US |
dc.contributor.author | Chen, Chi-Hua | en_US |
dc.contributor.author | Ku, Hao-Hsiang | en_US |
dc.date.accessioned | 2014-12-08T15:21:49Z | - |
dc.date.available | 2014-12-08T15:21:49Z | - |
dc.date.issued | 2012-04-01 | en_US |
dc.identifier.issn | 0957-4174 | en_US |
dc.identifier.uri | http://dx.doi.org/10.1016/j.eswa.2011.11.083 | en_US |
dc.identifier.uri | http://hdl.handle.net/11536/15533 | - |
dc.description.abstract | Effective disaster prediction relies on using correct disaster decision model to predict the disaster occurrence accurately. This study proposes three effective debris-flow prediction models and an inference engine to predict and decide the debris-flow occurrence in Taiwan. The proposed prediction models are based on linear regression, multivariate analysis, and back-propagation networks. To create a practical simulation environment, the decision database is the pre-analyzed 181 potential debris-flows in Taiwan. According to the simulation results, the prediction model based on back-propagation networks predicted the debris flow most accurately. Moreover, a Real-time Mobile Debris Flow Disaster Forecast System (RM(DF)(2)) was implemented as a three-tier architecture consisting of mobile appliances, intelligent situation-aware agents and decision support servers based on the wireless/mobile Internet communications. The RM(DF)(2) system provides real-time communication between the disaster area and the rescue-control center, and effectively prevents and manages debris-flow disasters. (C) 2011 Elsevier Ltd. All rights reserved. | en_US |
dc.language.iso | en_US | en_US |
dc.subject | Debris-flow prediction models | en_US |
dc.subject | Disaster prevention | en_US |
dc.subject | Back-propagation network | en_US |
dc.subject | Decision support system | en_US |
dc.subject | Mobile multimedia communications | en_US |
dc.title | Designing intelligent disaster prediction models and systems for debris-flow disasters in Taiwan | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1016/j.eswa.2011.11.083 | en_US |
dc.identifier.journal | EXPERT SYSTEMS WITH APPLICATIONS | en_US |
dc.citation.volume | 39 | en_US |
dc.citation.issue | 5 | en_US |
dc.citation.spage | 5838 | en_US |
dc.citation.epage | 5856 | en_US |
dc.contributor.department | 資訊管理與財務金融系 註:原資管所+財金所 | zh_TW |
dc.contributor.department | Department of Information Management and Finance | en_US |
dc.identifier.wosnumber | WOS:000301155300123 | - |
dc.citation.woscount | 8 | - |
Appears in Collections: | Articles |
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