Titlebook: Recent Advances in Soft Computing and Data Mining; Proceedings of the F Rozaida Ghazali,Nazri Mohd Nawi,Nureize Arbaiy Conference proceedin

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Combined Spatial and Frequency Domains in Algorithm of RGB Color Image Security for Telescope Imagesy are encrypted by two levels of encryption algorithm. The outputs were evaluated using NPCR, UACI, PSNR, and information entropy. The results showed that this algorithm has better performance compared to other recently developed algorithms.

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Fuzzy Approximate Optimal Solution of the Fuzzy Transportation Problems (FTP) Under Interval Form Usmputations of the fuzzy optimal solution FTP are conducted by using the Monte Carlo approach by employ random numbers generated by rand(), sort() and reshape() function in the Matlab software. The results indicated that the aforementioned approach can be had a big potential to be further optimized by taking large random numbers.

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Support Vector Machine and Recurrent Neural Network Algorithm for Rainfall Forecasting as RNN has the lowest MSE, RMSE and MdAPE values. Despite having the best statistical performance results, RNN unable to capture the movements and directions of the rainfall since the value of prediction not closed to the actual values.

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Rozaida Ghazali,Nazri Mohd Nawi,Nureize ArbaiyIncludes recent research on soft computing and data mining.Presents the outcomes of the Fifth International Conference on Soft Computing and Data Mining (SCDM-2022).Written by experts in the field

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