Flow chart of particle swarm algorithm. حسب Nour Eldeen Mahmoud Khalifa (19259450)

Comparison between ILSTM and machine learning-based algorithms in binary classification. حسب Asmaa Ahmed Awad (16726315)

Comparison between ILSTM and deep learning-based algorithms in binary classification. حسب Asmaa Ahmed Awad (16726315)

MSE for ILSTM algorithm in binary classification. حسب Asmaa Ahmed Awad (16726315)

"…In this paper, a novel, and improved version of the Long Short-Term Memory (ILSTM) algorithm was proposed. The ILSTM is based on the novel integration of the chaotic butterfly optimization algorithm (CBOA) and particle swarm optimization (PSO) to improve the accuracy of the LSTM algorithm. …"

The initial and final values for each PSO parameter in all application. حسب Rutinaldo Aguiar Nascimento (14259594)

Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results حسب Se-Hee Jo (20554623)

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DE algorithm flow. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Test results of different algorithms. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Experimental comparison of different clustering algorithms. حسب Ning Zhao (84707)

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Flow chart of density peak clustering algorithm. حسب Ning Zhao (84707)

الموضوعات:

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

Recall curve of higher-order hybrid clustering algorithm incorporating LDA model. حسب Ning Zhao (84707)

الموضوعات:

Algorithm for generating hyperparameter. حسب Balraj Preet Kaur (20370832)

"…To optimize the parameters of the machine learning algorithms, hyperparameter optimization with a genetic algorithm is proposed and to reduce the size of the feature set, feature selection is performed using binary grey wolf optimization algorithm. …"

Results of ablation experiment. حسب Ning Zhao (84707)

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Model frame drawing. حسب Ning Zhao (84707)

الموضوعات:

Training process. حسب Ning Zhao (84707)

الموضوعات:

Data set parameters. حسب Ning Zhao (84707)

الموضوعات:

Comparison of clustering performance under different text vector formation methods. حسب Ning Zhao (84707)

الموضوعات:

Weighted covariance matrix based GEDM model. حسب Ning Zhao (84707)

الموضوعات:

Results of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

"…To optimize the parameters of the machine learning algorithms, hyperparameter optimization with a genetic algorithm is proposed and to reduce the size of the feature set, feature selection is performed using binary grey wolf optimization algorithm. …"