AUW-CE Mining Algorithms & Dataset Hub by Shuaikang Yuan (21091847)

“…<p dir="ltr">High Utility Co-location Pattern Mining (HUCPM), as an important branch of spatial data mining, aims to extract patterns with utility values that meet or exceed a predefined threshold based on user-defined utility criteria (e.g., cost, profit). …”

Data after data processing. by Jiaqi Wang (369548)

Decision tree construction process in Microsoft decision tree algorithm. by Liangzheng Wu (20501304)

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Database after processed itemset <i>XEDC</i>. by Loan T. T. Nguyen (20660789)

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Database after processed itemset <i>XEDC</i>. by Loan T. T. Nguyen (20660789)

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Schematic diagram of the SARIMA algorithm flow. by Yongxin Dai (13796385)

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Noise reduction by the sliding average algorithm. by Yongxin Dai (13796385)

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The relevant code in the manuscript can be found in the supporting information data file. by Xini Fang (20861990)

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Structure of the Kuhn-Munkres Algorithm. by Qingnan Ji (22662198)

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Convergence curves for all algorithms. by Genliang Li (5816264)

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Parameter Settings for competitive algorithms. by Genliang Li (5816264)

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User satisfaction scores for different algorithms. by Qingnan Ji (22662198)

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Details of multiple GWO algorithm variants. by Genliang Li (5816264)

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Performance evaluation measure of the machine learning algorithm after data balancing with SMOTE and grid search tuning. by Alemu Birara Zemariam (17540938)

Kepler optimization algorithm. by Jiangli Yu (4601986)

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The average running time of all competing algorithms. by Genliang Li (5816264)

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Boxplots of classification error rates for all algorithms. by Genliang Li (5816264)

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Boxplots of feature subset size for all algorithm. by Genliang Li (5816264)

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

Data Sheet 1_Predicting place of delivery choice among childbearing women in East Africa: a comparative analysis of advanced machine learning techniques.pdf by Habtamu Setegn Ngusie (12178327)

“…A comparative analysis of 12 advanced machine learning algorithms was conducted, utilizing various data balancing techniques and hyperparameter optimization methods to enhance model performance.…”