Hyperparameters’ setting for PSO algorithm. حسب Feng Shen (151470)

الموضوعات:

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

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

The outcomes of the ANOVA results for the proposed AD-PSO-Guided WOA-LSTM algorithm for rainfall prediction. حسب Ahmed M. Elshewey (21463867)

"…<p>The outcomes of the ANOVA results for the proposed AD-PSO-Guided WOA-LSTM algorithm for rainfall prediction.…"

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

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

Comparison of LSTM parameters and errors before and after using PSO algorithm. حسب Xiaohua Zeng (793632)

Predicted GDP of the PSO-MIDAS model with a forecast horizon of 7 months. حسب Feng Shen (151470)

الموضوعات:

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

"…The capacity to confront and overcome this obstacle is where machine learning and metaheuristic algorithms shine. This study introduces the Adaptive Dynamic Particle Swarm Optimization enhanced with the Guided Whale Optimization Algorithm (AD-PSO-Guided WOA) for rainfall prediction. …"

Dataset for Fine-Tuning Code Generation Models: Kannada-English Algorithmic Statements and Python Code حسب Goutami Sooda (20714729)

The flowchart of the PSO-MIDAS model. حسب Feng Shen (151470)

الموضوعات:

Analysis plots of the obtained results using the proposed AD-PSO-Guided WOA LSTM algorithm. حسب Ahmed M. Elshewey (21463867)

Pseudocode for the modified Particle Swarm Optimization (PSO) algorithm used for SVM hyperparameter tuning: The figure gives the iterative optimization of SVM hyperparameters with... حسب Medhat A. Tawfeek (22522087)

PSO parameters and objective function. حسب André G. Coimbra (21354135)

"…This study conducts a comparative analysis of techniques for handling imbalanced data and evaluates their effectiveness in combination with a set of classification algorithms, specifically focusing on stroke prediction. …"

PSO optimization + Naive Bayes classification. حسب André G. Coimbra (21354135)

"…This study conducts a comparative analysis of techniques for handling imbalanced data and evaluates their effectiveness in combination with a set of classification algorithms, specifically focusing on stroke prediction. …"

Data and code resources. حسب Sam Hall-McMaster (10343795)

Diebold–Mariano test results: Based on CU indicators. حسب Feng Shen (151470)

الموضوعات:

Comparison of the RMSFE of multivariate mixed-frequency models: Based on IP, NFP, and CU indicators. حسب Feng Shen (151470)

الموضوعات:

Comparison of the MAPE of univariate mixed-frequency models: Based on CU indicators. حسب Feng Shen (151470)

الموضوعات:

The average optimization effects of the PSO-MIDAS against three benchmark models. حسب Feng Shen (151470)

الموضوعات: