Evaluation of the impact of different routing iterations on the classification accuracy (Acc., %) and standard deviation (Std.) of the proposed DC-CapsNet across various datasets.... حسب Hailei Yuan (21608693)

الموضوعات:

Comparison of F1 score, Precision, Recall, and AUC for different advanced capsule network routing algorithms (baseline) and their improvements with our method across various datase... حسب Hailei Yuan (21608693)

الموضوعات:

Experimental results comparing the classification accuracy (Acc., %) and standard deviation (Std.) of the proposed method with the original dynamic routing algorithm. CNN refers to... حسب Hailei Yuan (21608693)

الموضوعات:

Experimental results evaluating the impact of different group numbers in the proposed DC-CapsNet. The results demonstrate how varying the number of groups affects classification ac... حسب Hailei Yuan (21608693)

الموضوعات:

Comparison of runtime (seconds per epoch), number of parameters (M), and memory consumption (MB) for CapsNet-DR and DC-CapsNet (Ours) on different datasets. حسب Hailei Yuan (21608693)

الموضوعات:

Comparison of input image reconstruction results between the dynamic routing algorithm and our method on the MNIST, F-MNIST, and K-MNIST datasets. حسب Hailei Yuan (21608693)

الموضوعات:

The architecture of DC-CapsNet consists of four main components: a convolutional layer, a primary capsule layer, a divide-and-conquer module, and inter-group routing. حسب Hailei Yuan (21608693)

الموضوعات:

Comparison of the original images and visualizations from different capsule groups. حسب Hailei Yuan (21608693)

الموضوعات:

Comparison of F1 score, Precision, Recall, AUC among CNN, CapsNet-DR and DC-CapsNet across different datasets. حسب Hailei Yuan (21608693)

الموضوعات:

Illustration of coupling coefficient initialization and capsule aggregation methods. حسب Hailei Yuan (21608693)

الموضوعات:

Experimental results comparing the classification accuracy (Acc., %) and standard deviation (Std.) of advanced capsule network routing algorithms with the proposed DC-CapsNet metho... حسب Hailei Yuan (21608693)

الموضوعات:

Changes of the delay of the two methods in iteration. حسب Yang Yu (4292)

الموضوعات:

Business priorities. حسب Yang Yu (4292)

الموضوعات:

The relationship between the satisfaction and the number of transactions under the two methods. حسب Yang Yu (4292)

الموضوعات:

Ant colony algorithm function and parameter explanation. حسب Yang Yu (4292)

الموضوعات:

Routing reconstruction policy with service priority. حسب Yang Yu (4292)

الموضوعات:

Topology of 14-node communication network. حسب Yang Yu (4292)

الموضوعات:

Routing policy based on path satisfaction. حسب Yang Yu (4292)

الموضوعات:

Flowchart of simple ant colony algorithm. حسب Yang Yu (4292)

الموضوعات:

Changes of risk value under different parameters. حسب Yang Yu (4292)

الموضوعات: