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

Algorithm process. by Wei Cui (92129)

“…Our findings suggest that the proposed method offers a promising solution for real-time intrusion detection in complex power grid environments.…”

Comparison of different optimization algorithms. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Geometric interpretation and data visualisation equivalent describing the DI algorithmic pipeline. by Borjan Milinkovic (21349908)

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.…”

Prediction performance compared with the CART algorithm. by Yixian Wen (12201388)

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

“…</p><p dir="ltr">Astrocytes were dissociated from E18 mouse cortical tissue, and image data were processed using a Cellpose 2.0 model to mask nuclei. …”

Filtered Labels after applying the data preparation algorithms. by Tanjim Taharat Aurpa (11250554)

Prediction performance compared with random forest algorithm. by Yixian Wen (12201388)

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Dataset state after applying our data preparation algorithm. by Tanjim Taharat Aurpa (11250554)

Performance of machine learning algorithms. by Wenxue Liu (6877754)

Summary of the metrics of the different trained algorithms that performed best in the Testing process for each dataset. by Jaime B. Matas-Bustos (21772430)

The algorithm is designed to identify patterns in the treatment dataset. by Belén Otero-Carrasco (21262360)

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 process of using the M.E.D.V.I.S. algorithm. by Hector Torres (11708207)

“…All are placed into three dimensionality reduction methods, which are then processed in a k-means clustering algorithm with k = 2 to represent good and bad figures. …”

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

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Proposed hybrid GA- ML algorithms. by Ankur Kumar (1357440)

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Proposed GA-ML algorithms pseudocode. by Ankur Kumar (1357440)

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Comparative analysis of off-policy PPO algorithm and on-policy algorithm on the a) CSMAR and b) MorningStar datasets. by Cai Yuanqing (22513351)