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

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

“…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …”

ML algorithms used in this study. by Toheeb Salahudeen (21368040)

“…Six machine learning algorithms, including Random Forest, were applied and their performance was investigated in balanced and unbalanced data sets with respect to binary and multiclass classification scenarios. …”

Data propagation algorithm stages. by Fazia Akhtar (21453122)

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Comparison of silhouette scores by clustering algorithm. by Hwangseon Park (21615540)

Algorithm for layout stage. by Fazia Akhtar (21453122)

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Framework of the proposed algorithm. by Jia Li (160557)

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Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

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

Flowchart data balancing algorithm (SMOTE). by Xiangting Shi (21439579)

Observations that influence the accuracy of the algorithm. by Rabnawaz Khan (6509084)

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

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. …”

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

Encryption decryption algorithm experimental data set images. by Suresh Rasappan (20135850)

PLS-SEM algorithm. by Ernest Nyamekye (18451455)

Spatial spectrum estimation for three algorithms. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

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

Data before and after applying SMOTE algorithm. by Xiangting Shi (21439579)

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