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

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

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

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

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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)

Data Sheet 1_Clinical validation of an artificial intelligence algorithm for classifying tuberculosis and pulmonary findings in chest radiographs.pdf by Thiago Fellipe Ortiz de Camargo (19460818)

“…Artificial Intelligence (AI) algorithms could be of great help, but using real-world data is crucial to ensure their effectiveness in diverse healthcare settings. …”

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. …”

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

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Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…”

Data underlying the findings. by Carol Kotliar (22351525)

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)

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

“…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…”

Federated averaging algorithm pseudocode. by Hadi Mohammadian KhalafAnsar (22783784)

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

“…The integration of heuristic optimization and machine learning significantly enhances both speed and precision in astrocyte data analysis. …”

Machine learning hyperparameters used for this study. by Shaik Ahamed Fayaz (19859670)

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

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PLS-SEM algorithm. by Ernest Nyamekye (18451455)

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

Parameters of ML algorithms. by Md. Maeen Molla (20827041)