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

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 of machine learning algorithms. حسب Wenxue Liu (6877754)

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

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.…"

M3C2 algorithm diagram. حسب Xiaowei Li (620087)

الموضوعات:

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

Algorithmic experimental parameter design. حسب 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. …"

Model comparison between our model-free algorithm (here MF*) and SARSA. حسب Carlos A. Velázquez-Vargas (19751567)

"…<p>SARSA provides a temporal difference update to state-action values for every start-target pair: Q(s,a)←Q(s,a)+α[r+γQ(s′,a′)−Q(s,a)]. We evaluated the models in the data of Experiment 1 and Experiment 2 using AIC and BIC differences and testing if they were different from zero using the Wilcoxon signed-rank test. …"

Structure and the optimization technique of the algorithms adopted in the study. حسب M. A. Habib (16839161)

الموضوعات:

Spatial spectrum estimation for three algorithms. حسب 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. …"

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

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

الموضوعات:

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

الموضوعات:

Flowchart of CNNBLSTM algorithm. حسب Guozhu Sui (21672798)

الموضوعات:

Flow diagram of cuckoo search algorithm. حسب Muhammad Sadiq (9449915)

الموضوعات:

Feature Importance Analysis of the Algorithms expressed by SHAP indices. حسب M. A. Habib (16839161)

الموضوعات:

Statistical analysis of the prediction results from the ML algorithms. حسب M. A. Habib (16839161)

الموضوعات:

Overview of CINner’s mathematical model and simulation algorithm. حسب Khanh N. Dinh (20549532)

"…Right: data available to be computed in each step (see S1 Notes). …"

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