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

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

Machine learning algorithms hyperparameter values. حسب Mahbub E. Sobhani (22278967)

Types of machine learning algorithms. حسب Md. Merajul Islam (12646837)

"…Thus, the objectives of this study are to develop an appropriate model for predicting the risk of undernutrition and identify its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.</p><p>Materials and methods</p><p>This study used the latest nationally representative cross-sectional Bangladesh demographic health survey (BDHS), 2017–18 data. …"

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)

The performance matrix of different machine learning algorithms. حسب Ahmad M. Al-Omari (20460931)

Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

Comparison of federated learning algorithms. حسب Duy-Dong Le (22057362)

Performance of different machine learning algorithms. حسب Apichat Suratanee (634281)

Comparison of results based on CycleGAN method. حسب Xiaojun Wang (50332)

الموضوعات:

Decision tree algorithms. حسب Mahbub E. Sobhani (22278967)

"…<div><p>Imbalanced intrusion classification is a complex and challenging task as there are few number of instances/intrusions generally considered as minority instances/intrusions in the imbalanced intrusion datasets. Data sampling methods such as over-sampling and under-sampling methods are commonly applied for dealing with imbalanced intrusion data. …"

Confusion Matrix for Subspace algorithm (3000 Learning Cycles) providing insight into the performance evaluation of Subspace algorithm. حسب Sadia Nazim (21440115)

Algorithm flow based on CL-EPIDTN. حسب Fang Yang (123514)

Algorithm framework. حسب Zongjin Li (38031)

الموضوعات:

AlgorithmsAnalysis.pdf حسب Ruth Lamprecht (21620834)

الموضوعات: "…Data structures and algorithms…"

Initialization Algorithm. حسب Ruizhi Yuan (16864629)

الموضوعات:

Algorithmic experimental parameter design. حسب 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 prediction results of SVM algorithm. حسب Yanqing Men (20283876)

Data prediction results of SARIMA algorithm. حسب Yanqing Men (20283876)

List of the time used by each algorithm. حسب JiaMing Gong (20427837)

"…To this end, this paper proposes an entropy-based dynamic ensemble classification algorithm (EDAC) to consider data streams with class imbalance and concept drift simultaneously. …"