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  • Search: subject:"Inconsistent data"
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Inconsistent data 1 Inflow forecasting 1 K nearest neighbor 1 Noisy data 1 Subtractive clustering 1
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Afshar, Abbas 1 Akbari, Mahmood 1 Overloop, Peter 1
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Water Resources Management 1
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Clustered K Nearest Neighbor Algorithm for Daily Inflow Forecasting
Akbari, Mahmood; Overloop, Peter; Afshar, Abbas - In: Water Resources Management 25 (2011) 5, pp. 1341-1357
data points whose outputs do not follow the considered attributes. In fact, output values of these inconsistent data points … this study a clustered K nearest neighbor (CKNN) algorithm is introduced which can capture these inconsistent data points …. Similar to the inconsistent data points, CKNN can be also robust against noisy data. The proposed algorithm was shown to be …
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