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

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

Subjects:

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

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Summary of major algorithms used for signal detection. by Feilong Tan (14886395)

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

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Poster: Norma: A Framework for Finding Threshold Associations Between Continuous Variables Using Point-wise Function by Md Mahin (21434966)

IEEE Big Data 2024 Presentation: Norma: A Framework for Finding Threshold Associations Between Continuous Variables Using Point-wise Function by Md Mahin (21434966)

“…Norma also employs a grid-based spatial hotspot-growing algorithm to discover high-interestingness regions and pairs of thresholds that generate interestingness surpassing a predefined threshold. …”

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>…”

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. by Abdullah Asım Yılmaz (20715311)

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

“…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…”

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

Material flows produced by the proposed SA-based algorithm. by Jingsi Lin (22386427)

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). …”

Production plan produced by the SA-based algorithm for Case A. by Jingsi Lin (22386427)

A* Path-Finding Algorithm to Determine Cell Connections by Max Weng (22327159)

Rank sum data graph. by Yun Qi (560401)

“…<div><p>To address the challenge of personnel evacuation during mine fires, an enhanced Whale Optimization Algorithm (WOA) incorporating a hybrid strategy inspired by the intelligent behavior of marine life is proposed and applied to mine escape route planning. …”

PhD Defense: Threshold-based Association Analysis Frameworks for Continuous Variables by Md Mahin (21434966)

“…Norma also employs a grid-based spatial hotspot-growing algorithm to discover high-interestingness regions and pairs of thresholds that generate interestingness surpassing a predefined threshold. …”

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

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.…”