بدائل البحث:
model optimization » codon optimization (توسيع البحث), global optimization (توسيع البحث), based optimization (توسيع البحث)
where optimization » whale optimization (توسيع البحث), phase optimization (توسيع البحث), other optimization (توسيع البحث)
primary data » primary care (توسيع البحث)
binary most » binary mask (توسيع البحث)
most model » host model (توسيع البحث), best model (توسيع البحث), test model (توسيع البحث)
data where » data were (توسيع البحث), dataset where (توسيع البحث)
model optimization » codon optimization (توسيع البحث), global optimization (توسيع البحث), based optimization (توسيع البحث)
where optimization » whale optimization (توسيع البحث), phase optimization (توسيع البحث), other optimization (توسيع البحث)
primary data » primary care (توسيع البحث)
binary most » binary mask (توسيع البحث)
most model » host model (توسيع البحث), best model (توسيع البحث), test model (توسيع البحث)
data where » data were (توسيع البحث), dataset where (توسيع البحث)
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Hyperparameters of the LSTM Model.
منشور في 2025"…This effectively balances exploration and exploitation, and addresses the early convergence problem of the original algorithms. To choose the most crucial characteristics of the dataset, the feature selection method employs the binary format of AD-PSO-Guided WOA. …"
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Prediction results of individual models.
منشور في 2025"…This effectively balances exploration and exploitation, and addresses the early convergence problem of the original algorithms. To choose the most crucial characteristics of the dataset, the feature selection method employs the binary format of AD-PSO-Guided WOA. …"
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Melanoma Skin Cancer Detection Using Deep Learning Methods and Binary GWO Algorithm
منشور في 2025"…The binary GWO algorithm identifies the most relevant features from </p><p dir="ltr">dermatological images, eliminating redundancy and reducing the computational burden. …"
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Flow diagram of the proposed model.
منشور في 2025"…<div><p>Machine learning models are increasingly applied to assisted reproductive technologies (ART), yet most studies rely on conventional algorithms with limited optimization. …"
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ROC curves for the test set of four models.
منشور في 2025"…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…"
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The AD-PSO-Guided WOA LSTM framework.
منشور في 2025"…This effectively balances exploration and exploitation, and addresses the early convergence problem of the original algorithms. To choose the most crucial characteristics of the dataset, the feature selection method employs the binary format of AD-PSO-Guided WOA. …"
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Data_Sheet_1_Pneumonia detection by binary classification: classical, quantum, and hybrid approaches for support vector machine (SVM).pdf
منشور في 2024"…A support vector machine (SVM) is attractive because binary classification can be represented as an optimization problem, in particular as a Quadratic Unconstrained Binary Optimization (QUBO) model, which, in turn, maps naturally to an Ising model, thereby making annealing—classical, quantum, and hybrid—an attractive approach to explore. …"
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SHAP bar plot.
منشور في 2025"…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…"
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Sample screening flowchart.
منشور في 2025"…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…"
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Descriptive statistics for variables.
منشور في 2025"…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…"
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SHAP summary plot.
منشور في 2025"…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…"
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Display of the web prediction interface.
منشور في 2025"…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…"
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Iteration curve of the optimization process.
منشور في 2025"…The load-bearing mechanism of the proposed steel platform was analyzed theoretically, and finite element analysis (FEA) was employed to evaluate the stresses and deflections of key members. A particle swarm optimization (PSO) algorithm was integrated with the FEA model to optimize the cross-sectional dimensions of the primary beams, secondary beams, and foundation boxes, achieving a balance between load-bearing capacity and cost efficiency. …"
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Predicting Thermal Decomposition Temperature of Binary Imidazolium Ionic Liquid Mixtures from Molecular Structures
منشور في 2021"…Both in silico design and data analysis descriptors and norm index were employed to encode the structural characteristics of binary IL mixtures. The subset of optimal descriptors was screened by combining the genetic algorithm with the multiple linear regression method. …"
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