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

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

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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 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. …”

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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The loss and accuracy curves of both training and testing processes for the proposed approach on the Messidor dataset. by Zenglei Liu (20629838)

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Section view of the mining-based perturbation for swapping the mining periods of blocks and . by Jingsi Lin (22386427)

The loss and accuracy curves of both training and testing processes for the proposed approach on the APTOS2019 dataset. by Zenglei Liu (20629838)

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Algorithm process. by Wei Cui (92129)