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). …”

Sanitized databases using MLHProtector algorithm. by Loan T. T. Nguyen (20660789)

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Learning curves under various machine algorithms. by Jinlin Teng (17972595)

“…Efficient and cost-effective methods for obtaining noise distribution data are of great interest. This study introduces various machine learning methods and applies the Random Forest algorithm, which performed best, to investigate noise suitability in the central urban area of Nanchang City. …”

ROC curves under various machine algorithms. by Jinlin Teng (17972595)

“…Efficient and cost-effective methods for obtaining noise distribution data are of great interest. This study introduces various machine learning methods and applies the Random Forest algorithm, which performed best, to investigate noise suitability in the central urban area of Nanchang City. …”

Sanitized database obtained from the FMLHProtector algorithm. by Loan T. T. Nguyen (20660789)

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The method for determining the chemical constituents of unknown materials in the algorithm. by Dong Hyeok Choi (12562048)

Runtime of the proposed algorithms when varying <i>ξ</i>. by Loan T. T. Nguyen (20660789)

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Runtime of the proposed algorithms when varying <i>SP</i>%. by Loan T. T. Nguyen (20660789)

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Test data on mining capacity. by Kejia Liu (5699651)

Steps in the proposed Apriori algorithm. by Yongkang Ding (21807539)

“…The study adopted the Apriori association rule algorithm in data mining. First, the physical data of basketball players were collected and preprocessed. …”

Prediction results under the association rule algorithm. by Yongkang Ding (21807539)

Data and codes for the paper "Machine-Learning-Enabled Spatial Pattern Mining: Evaluating the Impact of Imperfect Inputs". by Zhili Li (18836803)

“…<p dir="ltr">Spatial pattern mining (SPM) aims to detect geographic locations or areas that present interesting, nontrivial, and potentially useful patterns. …”

Scatter diagram of different principal elements. by Jizhong Wang (7441697)

Data mining classification. by Yongkang Ding (21807539)

“…The study adopted the Apriori association rule algorithm in data mining. First, the physical data of basketball players were collected and preprocessed. …”

Calculation algorithm implementing the proposed model. by Landry Djopkop Kouanang (17131748)

Calculation algorithm implementing the proposed model. by Landry Djopkop Kouanang (17131748)

Data set - Exploring YouTube’s Algorithmic Patterns in K-Pop Album Video Recommendations by Grace Abelia Jacob (22126900)

Subjects: “…Data mining and knowledge discovery…”

Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…”

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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