Flow chart of particle swarm algorithm. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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A comparison among different optimizations and classifiers. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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General procedural flow of clustering algorithm. حسب Sandeep Yerrathi (17775761)

"…The results show that AVOCA generates 40% less clusters when compared to the Clustering Algorithm Based on Moth-Flame Optimization for VANETs (CAMONET). …"

Hyperparameters of the LSTM Model. حسب Ahmed M. Elshewey (21463867)

"…Out of all the models, LSTM produced the best results. The AD-PSO-Guided WOA algorithm was used to adjust the hyperparameters for the LSTM model. …"

Prediction results of individual models. حسب Ahmed M. Elshewey (21463867)

"…Out of all the models, LSTM produced the best results. The AD-PSO-Guided WOA algorithm was used to adjust the hyperparameters for the LSTM model. …"

The structure of the Resnet50. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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Comparison of DeepDate and the other related work. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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Testing accuracy and performance metrics for different DTL models for every class. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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Image examples of date fruit dataset for every class. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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Testing accuracy and performance metrics for different DTL models. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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The bottleneck residual block for Resnet50. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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Random sample of dataset image with the testing accuracy for every image with different classes. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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The consumed time for Resnet50 and DeepDate model for (a) FS and training and (b) testing. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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Comparison of Resnet50 and DeepDate according to TA, P, R, and F1 score. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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DeepDate model’s architecture design. حسب Nour Eldeen Mahmoud Khalifa (19259450)

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Number of images for every class in the date fruit dataset. حسب Nour Eldeen Mahmoud Khalifa (19259450)

الموضوعات:

Optimal cluster head approach. حسب Sandeep Yerrathi (17775761)

"…The results show that AVOCA generates 40% less clusters when compared to the Clustering Algorithm Based on Moth-Flame Optimization for VANETs (CAMONET). …"

Optimal cluster formation approach. حسب Sandeep Yerrathi (17775761)

"…The results show that AVOCA generates 40% less clusters when compared to the Clustering Algorithm Based on Moth-Flame Optimization for VANETs (CAMONET). …"

Cuff-less Blood Pressure Measurement based on Four-wavelength PPG Signals حسب Liang yongbo (4822017)

"…<a href="https://www.mdpi.com/2079-6374/8/4/101" target="_blank"><b>Link</b></a></p><p dir="ltr">[12] Xuhao Dong Ziyi Wang, Liangli Cao, Zhencheng Chen*, <b>Yongbo Liang*</b>. Whale Optimization Algorithm with a Hybrid Relation Vector Machine: A Highly Robust Respiratory Rate Prediction Model Using Photoplethysmography Signals [J]. …"

The AD-PSO-Guided WOA LSTM framework. حسب Ahmed M. Elshewey (21463867)

"…Out of all the models, LSTM produced the best results. The AD-PSO-Guided WOA algorithm was used to adjust the hyperparameters for the LSTM model. …"