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Pattern Mining for Query Answering in Marine Sensor Data
conference contribution
posted on 2023-05-23, 07:31 authored by Shahriar, S, de Souza Junior, P, Timms, GAn integrated pattern mining technique for query answering is proposed for marine sensor data. In pattern query, we adopt the dynamic time warping (DTW) method and propose the use of a query relaxation approach in finding similar patterns. We further calculate prediction from discovered similar patterns in marine sensor data. The predictive values are then compared with the forecast from hydrodynamic model data. In addition, we present query answering using a clustering technique. Finally, we show implementation results in a marine sensor network deployed in the South East of Tasmania, Australia.
History
Publication title
Proceedings of the Digital Information Management International Conference 2011Editors
P PichappanPagination
288-293ISBN
978-1-4577-1537-2Department/School
School of Information and Communication TechnologyPublisher
IEEE ExplorePlace of publication
AmericaEvent title
Digital Information Management International Conference 2011 (ICDIM'11)Event Venue
Melbourne, VicDate of Event (Start Date)
2013-09-26Date of Event (End Date)
2013-09-28Rights statement
Copyright 2011 IEEERepository Status
- Restricted