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

“…To address this issue, this work suggests two PPUM algorithms, namely <b>MLHProtector</b> and <b>FMLHProtector</b>, to operate at all abstraction levels in a transaction database to protect them from data mining algorithms. …”

Data generation algorithm. by Aluwani Ramalata (21262977)

The relevant data file for this article. by Linsha Liu (20378293)

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.…”

Relevant computed image data. by Zhaoyu Ku (20660546)

The AUC of each model was calculated using 113 ML algorithm. by Xuefen Lin (17785367)

Subjects:

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

Subjects:

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

Subjects:

Data Sheet 1_Algorithmic esthetics meets human intuition: the synergy of innovation and relevance shapes sustained attention.pdf by Wen Guan (5612195)

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

Subjects:

Summary of relevant works. by Bashir Olaniyi Sadiq (22478011)

“…This paper presents a UAV-BPL synchronization algorithm that uses the farm’s existing electrical grid via Broadband over Power Line (BPL) communication to enable cost-effective, scalable data collection. …”

Comparison of imbalanced data handling techniques using accuracy and AUC values. by Alemu Birara Zemariam (17540938)

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

External utilities of items from Table 1. by Loan T. T. Nguyen (20660789)

“…To address this issue, this work suggests two PPUM algorithms, namely <b>MLHProtector</b> and <b>FMLHProtector</b>, to operate at all abstraction levels in a transaction database to protect them from data mining algorithms. …”

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

“…<p dir="ltr">The data were collected using a snowball sampling technique on YouTube, starting from specific K-pop album-related keywords and following the chain of recommended videos generated by the platform. …”

Sensitivity Analysis of the “Swift Effect” Across Matching Algorithms. by James M. Smoliga (9074225)

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Clinically relevant subgroups of T2DM patients using unsupervised clustering analysis by Evans A. Adu (7524140)

Discovered ML-HUIs from the database in Table 1. by Loan T. T. Nguyen (20660789)

“…To address this issue, this work suggests two PPUM algorithms, namely <b>MLHProtector</b> and <b>FMLHProtector</b>, to operate at all abstraction levels in a transaction database to protect them from data mining algorithms. …”

Hair removal preprocessing using the DullRazor algorithm before image generation. by Mujung Kim (22367223)