Computational and resource efficiency of different algorithms. by Rui Li (4631)

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

Solution results of different algorithms. by 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. …”

The accuracy of different algorithms for TMD on SHL and HTC datasets. by Rui Li (4631)

The AD-PSO-Guided WOA LSTM algorithm RMSE is based on the objective function compared to different algorithms. by Ahmed M. Elshewey (21463867)

Subjects:

F1-Score of different algorithms for TMD on SHL dataset. by Rui Li (4631)

F1-Score of different algorithms for TMD on HTC dataset. by Rui Li (4631)

The performance matrix of different machine learning algorithms. by Ahmad M. Al-Omari (20460931)

Performance of the bAD-PSO-Guided WOA algorithm compared with another algorithm. by Ahmed M. Elshewey (21463867)

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Performance of the proposed AD-PSO-Guided WOA-LSTM algorithm compared with another algorithm. by Ahmed M. Elshewey (21463867)

Subjects:

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

“…Additionally, the paper introduces the Gradient Similarity Model Aggregation (GSA) algorithm, which dynamically selects and weights updates from different models to reduce communication overhead. …”

Metrics obtained for different regression algorithms and target variables. by Silverio García-Cortés (4746477)

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

Hyperparameter settings for the optimization algorithms. by Ahmed M. Elshewey (21463867)

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Algorithm and its parameter settings. by Lin Li (28817)

Subjects:

Comparison of experimental results of different algorithms in CICIDS2017 data set. by Haizhen Wang (346885)

Comparison of experimental results of different algorithms in the DDoS SDN data set. by Haizhen Wang (346885)

F1 score of different ML algorithms on the ASTD test dataset. by Abdelrahman Hamdy (22146220)

Total computational cost of the proposed AD-PSO-Guided WOA-LSTM algorithm compared with another algorithm. by Ahmed M. Elshewey (21463867)

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Metrics obtained for different regression algorithms after Hyperparamter Optimization. by Silverio García-Cortés (4746477)