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 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.…”

Data Sheet 2_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.…”

Flowchart of the implemented Pareto optimization algorithm. by Vytautas Abromavičius (22008573)

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

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SCADET algorithm parameter configuration (Python implementation). by Xiaolong Zhang (470454)

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

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Folder with all data and algorithms by Jorge Servert Lerdo de Tejada (22290001)

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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File includes code "Transfer learning.R" and "updatebeta.cpp" for implementing transfer learning methods. by Lulu Pan (8977979)

The machine learning framework implemented in the present work. by Akshansh Mishra (21001499)

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. …”

Structure of a modern antivirus solution by Paul A. Gagniuc (1818325)

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

Special Education Demand Prediction Database in Peru Using Machine Learning by Raúl Garcia (18938521)

“…<p dir="ltr">Prediction and decision-making in various sectors have been greatly enhanced through time series analysis using machine learning algorithms. However, their application in the field of special education remains incipient. …”

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. …”

Illustration of the unrestricted model and its training algorithm. by Yuru Song (21300760)

Types of machine learning algorithms. by Md. Merajul Islam (12646837)

“…Thus, the objectives of this study are to develop an appropriate model for predicting the risk of undernutrition and identify its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.</p><p>Materials and methods</p><p>This study used the latest nationally representative cross-sectional Bangladesh demographic health survey (BDHS), 2017–18 data. …”