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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ROC curve for binary classification. حسب Nicodemus Songose Awarayi (18414494)

"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"

Confusion matrix for binary classification. حسب Nicodemus Songose Awarayi (18414494)

"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"

A* Path-Finding Algorithm to Determine Cell Connections حسب Max Weng (22327159)

"…Pixel paths were classified using a z-score brightness threshold of 1.21, optimized for noise reduction and accuracy. The A* algorithm then evaluated connectivity by minimizing Euclidean distance and heuristic cost between cells. …"

The illustration depicts our CQ-CNN architecture for binary image classification. حسب Mominul Islam (3513758)

Dataset 2: Zip file containing the Tables of the presented method and results حسب Suchismita Behera (22027316)

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). …"

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)

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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). …"