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

The run time for each algorithm in seconds. حسب 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.…"

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

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

Performance evaluation of different ML algorithms. حسب Shaik Ahamed Fayaz (19859670)

الموضوعات:

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

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

الموضوعات:

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

LDA algorithm [11,28,31,59]. حسب Hui Zhang (7197)

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

الموضوعات:

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

"…The integration of heuristic optimization and machine learning significantly enhances both speed and precision in astrocyte data analysis. Future work aims to generalize this algorithm for broader biological applications by training additional Cellpose models and adapting the A* framework.…"

Confusion matrix of different ML algorithms for the test set. حسب Shaik Ahamed Fayaz (19859670)

الموضوعات:

ROC curve comparison for different machine learning algorithms. حسب Shaik Ahamed Fayaz (19859670)

الموضوعات:

Algorithm process. حسب Wei Cui (92129)

"…This model captures both the temporal dependencies and global attention information in the traffic data. …"

Algorithm comparison. حسب Wei Cui (92129)

"…This model captures both the temporal dependencies and global attention information in the traffic data. …"

Algorithm comparison. حسب Wei Cui (92129)

"…This model captures both the temporal dependencies and global attention information in the traffic data. …"

PLS-SEM algorithm. حسب Ernest Nyamekye (18451455)

ML algorithms used in this study. حسب 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. …"

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

Flowchart of CNNBLSTM algorithm. حسب Guozhu Sui (21672798)

الموضوعات: