Confusion Matrix for Subspace algorithm (3000 Learning Cycles) providing insight into the performance evaluation of Subspace algorithm. حسب Sadia Nazim (21440115)

Algorithms runtime comparison. حسب Meilin Zhu (688698)

"…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …"

Proposed Algorithm. حسب Hend Bayoumi (22693738)

"…To enhance the offloading decision-making process, the algorithm incorporates the Newton-Raphson method for fast and efficient optimization of the computation rate under energy constraints. …"

Solution results of different algorithms. حسب Meilin Zhu (688698)

"…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …"

Performance of different machine learning algorithms. حسب Apichat Suratanee (634281)

Visualization of mean absolute SHAP values for conditional algorithm for each class. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for conditional algorithm across all classes. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. حسب Sadia Nazim (21440115)

Prediction percentage distribution using different algorithms applied in our research. حسب Md Junayed Hossain (22615268)

الموضوعات:

S1 File - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-dri... حسب Meilin Zhu (688698)

Flow diagram of forest management decision-making process using Habplan and <i>HabplanR</i>. حسب Max D. Jones (6269006)

Here is the extracted cattle’s image from the original image using YOLOv5 algorithm, which accurately detects and isolates the cattle for further processing. حسب Md Junayed Hossain (22615268)

الموضوعات:

Evaluation of model aggregation algorithms. حسب JiaMing Wang (334865)

"…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Comparison of homomorphic encryption algorithms. حسب JiaMing Wang (334865)

"…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …"

Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

pone.0323574.t014 - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing unde... حسب Meilin Zhu (688698)

pone.0323574.t016 - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing unde... حسب Meilin Zhu (688698)

pone.0323574.t015 - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing unde... حسب Meilin Zhu (688698)

Confusion matrix for RUSBoost algorithm (3000 Learning Cycles) highlights the classification accuracy across different classes. حسب Sadia Nazim (21440115)