Browsing by Subject "Data division"

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Performance enhancement of neural network training using hybrid data division technique for photovoltaic power prediction

Kumar, Rajneesh (IEEE, 2017)

The data available for training, testing and validation of a neural network defines the efficiency or performance of the network. This research work compares the data division techniques like random division, Self-Organizing ...
Power prediction of soiled PV module with neural networks using hybrid data clustering and division techniques

Kumar, Rajneesh (Elsevier, 2016-08)

The performance of a neural network model depends on the data used to develop the model and nature of data preprocessing used in its training algorithm. This paper proposes a hybrid clustering algorithm to preprocess the ...

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