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Fuzzy clustering-based prediction of marine sensor data
Citation
O'Mara, A and Shahriar, S, Fuzzy clustering-based prediction of marine sensor data, Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 23-25 July 2013, Shenyang, China, pp. 364-368. ISBN 978-1-4673-5253-6 (2013) [Refereed Conference Paper]
Copyright Statement
Copyright 2013 IEEE
Official URL: http://ieeexplore.ieee.org/document/6816223/
DOI: doi:10.1109/FSKD.2013.6816223
Abstract
We investigate an approach of predicting marine sensor data in short-term using fuzzy clustering. The proposed method uses the similar pattern sequences with their weights using fuzzy clustering for prediction. Experimental results show that the proposed method helps in improving the accuracy in prediction over some existing approaches.
Item Details
| Item Type: | Refereed Conference Paper |
|---|---|
| Keywords: | fuzzy clustering, prediction, sensor data |
| Research Division: | Information and Computing Sciences |
| Research Group: | Artificial Intelligence and Image Processing |
| Research Field: | Neural, Evolutionary and Fuzzy Computation |
| Objective Division: | Information and Communication Services |
| Objective Group: | Other Information and Communication Services |
| Objective Field: | Information and Communication Services not elsewhere classified |
| UTAS Author: | O'Mara, A (Mr Aidan O'Mara) |
| UTAS Author: | Shahriar, S (Dr Sumon Shahriar) |
| ID Code: | 116684 |
| Year Published: | 2013 |
| Deposited By: | Information and Communication Technology |
| Deposited On: | 2017-05-16 |
| Last Modified: | 2018-02-01 |
| Downloads: | 0 |
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