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). …”

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

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Comparison of different optimization algorithms. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

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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Data after data processing. by Jiaqi Wang (369548)

“…<div><p>In the new model of China’s dual-circulation economy, the opening-up and deepening of financial markets have imposed higher requirements on the risk management capacity of financial institutions, with the issue of loan customers losing contact and defaulting becoming an urgent concern. Based on desensitized samples of lost-linking customers (with multidimensional features such as communication behavior and loan qualifications), this study uses the FP-Growth algorithm to systematically mine association rules between loss-of-contact features and three modes: “Hide and Seek”, “Flee with the Money”, and “False Disappearance”, providing effective risk management strategies for financial institutions. …”

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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ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

The CGO risk prediction process based on data augmentation and neuroevolution. by Wenbing Shi (5806160)

The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …”

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

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Schematic diagram of the experimental algorithm. by Ronghua Meng (20978441)

“…Second, the egg carrier structure is designed, the material properties are analysed, and key parameters such as deformation are simulated by SolidWorks and Ansys Workbench. Finite element and fatigue analyses are carried out for the key parameters of the structure, and deformation, fatigue and other data that appear in the actual operation process are obtained. …”

Comparison of information on predicting survival outcomes or metastasis of cancer patients using machine learning algorithms in the past. by Jingru Dong (14076094)

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Kepler optimization algorithm. by Jiangli Yu (4601986)

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Data inclusion and exclusion process. by Jingru Dong (14076094)

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Flow chart outlining the steps of data processing from dataset upload to output generation in an application for extraction and display of information from semi-structured and free... by Stefan Saverimuttu (20882325)

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The actual training effect of four algorithms on original photo data (All images are original images taken by the author). by Xiaojun Wang (50332)

Framework diagram of multi-visual pattern mining algorithm based on VIGMM. by Zhengyuan Zhang (491725)

“…<p>Framework diagram of multi-visual pattern mining algorithm based on VIGMM.</p>…”

Specific confirmation process of carbon emission cost. by Liangzheng Wu (20501304)

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