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3 results for WMND Basnayake.

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Horizontal Divide and Conquer Methods for Non-Linear Time Series Forecasting Using LSTM-ANN; a Comparative Study Based on Simulated Data
by Navoda Hettige and WMND Basnayake
American Journal of Applied Mathematics and Statistics. 2023, 11(2), 63-69. DOI: 10.12691/ajams-11-2-4
Pub. Date: August 22, 2023Views: 2608Downloads: 2702
complex nonlinear hybrid LSTM
Abstract Full Text PDF (723 KB) Full Text HTML Full Text ePUB (475 KB)
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A Comparative Study on Methods to Handle Wavelet Edge Distortion
by AWSY Wickramasinghe and WMND Basnayake
American Journal of Applied Mathematics and Statistics. 2022, 10(3), 95-102. DOI: 10.12691/ajams-10-3-4
Pub. Date: November 27, 2022Views: 2936Downloads: 2975
discrete wavelet transformation neural networks LSTM time series
Abstract Full Text PDF (237 KB) Full Text HTML Full Text ePUB (253 KB)
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Modified 1D Multilevel DWT Segmented ANN Algorithm to Reduce Edge Distortion
by WMND Basnayake, MDT Attygalle, Liwan Liyanage-Hansen and KDW Nandalal
American Journal of Applied Mathematics and Statistics. 2019, 7(1), 25-31. DOI: 10.12691/ajams-7-1-4
Pub. Date: January 01, 2019Views: 11450Downloads: 10624
edge distortion nonlinear non-stationary wavelet NAR-ANN
Abstract Full Text PDF (994 KB) Full Text HTML Full Text ePUB (1825 KB)
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