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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: 2013 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]


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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
Author:O'Mara, A (Mr Aidan O'Mara)
Author:Shahriar, S (Dr Sumon Shahriar)
ID Code:116684
Year Published:2013
Deposited By:Computing and Information Systems
Deposited On:2017-05-16
Last Modified:2017-05-16
Downloads:0

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