Comparison of results of different algorithms. حسب Zhongzhong Guo (12133402)

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Algorithm flow of the CNN + LSTM model. حسب Zhongzhong Guo (12133402)

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Loss functions between PCA-DNN model and PCA-LSTM model. حسب Cihun-Siyong Alex Gong (11874066)

Changes of lignin deposition in the thin-shell walnut during endocarp hardening. حسب Zhongzhong Guo (12133402)

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Explained variance ration of the PCA algorithm. حسب Abeer Aljohani (18497914)

ROC curves of CNN + LSTM model and traditional algorithms. حسب Zhongzhong Guo (12133402)

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Performance of PCA and Joint Autoencoder (JAE) denoising algorithms. حسب Ege Altan (11768156)

Testing function diagram of QIMPN-PCA-DC. حسب Jun Zhao (59250)

Curves of three activation functions. حسب Zhongzhong Guo (12133402)

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The loss function of network structures, LPC-DNN, LPC-PCA-DNN, LPC-LSTM, LPC-PCA-LSTM, MFCC-DNN, MFCC-PCA-DNN, MFCC-LSTM and MFCC-PCA-LSTM, as the epoch increases. حسب Cihun-Siyong Alex Gong (11874066)

Structure of CNN. حسب Zhongzhong Guo (12133402)

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Fig 9 - حسب Zhongzhong Guo (12133402)

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S1 Data - حسب Zhongzhong Guo (12133402)

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ROC curve of the model. حسب Zhongzhong Guo (12133402)

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Confusion matrix of the model. حسب Zhongzhong Guo (12133402)

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Composition of CNN. حسب Zhongzhong Guo (12133402)

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Schematic diagram of LSTM network structure. حسب Zhongzhong Guo (12133402)

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Comparison between deep learning and shallow learning. حسب Zhongzhong Guo (12133402)

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Definition to deep learning. حسب Zhongzhong Guo (12133402)

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Fig 13 - حسب Zhongzhong Guo (12133402)

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