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three genetic » shared genetic (Expand Search), three genes (Expand Search)
code encryption » image encryption (Expand Search)
three genetic » shared genetic (Expand Search), three genes (Expand Search)
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Genetic algorithm flowchart.
Published 2024“…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …”
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The trace plot of Genetic Algorithm.
Published 2025“…Further optimization through genetic algorithms identified candidate compounds with superior bioactivity, achieving <i>pIC</i><sub>50</sub> values as high as 10.05, surpassing the previously observed peak values in the dataset. …”
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The Search process of the genetic algorithm.
Published 2024“…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …”
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Genetic algorithm iteration data chart.
Published 2024“…Firstly, the dataset was balanced using various sampling methods; secondly, a Stacking model based on GA-XGBoost (XGBoost model optimized by genetic algorithm) was constructed for the risk prediction of diabetes; finally, the interpretability of the model was deeply analyzed using Shapley values. …”
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Data Encryption and Compression
Published 2024“…Advanced compression techniques, including <b>Huffman coding</b> and <b>Lempel-Ziv algorithms</b>, are covered to illustrate their practical applications in modern data systems. …”
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