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

Flowchart of DQN algorithm. by Jiandong Qiu (20389944)

Parameters of the machine learning algorithms used in the study. by Xiaoyan Yang (259084)

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Supporting data for "Using AI-based Deep Learning Algorithms for Nowcasting Cloud Evolution" by Xianqi Jiang (9391832)

“…To this end, this study, ''Using AI-based Deep Learning Algorithms for Nowcasting Cloud Evolution'', focuses on using AI-based deep learning algorithms for accurate nowcasting of cloud evolution. …”

List of the time used by each algorithm. by 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. …”

Comparison of different algorithms. by Jiandong Qiu (20389944)

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

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

“…This study employed advanced machine learning techniques to classify major depressive disorders based on clinical indicators and mitochondrial oxidative stress markers. …”

Types of machine learning algorithms. by 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. …”

Prediction of pharmaceuticals occurrence based on sales data and Machine learning algorithms. by Júlia Bijos (14489543)

“…</p><p dir="ltr"><b>Antibioticos/Carbamazepina</b>: contains the main codes of the prediction models to classify the occurrence concentrations of some antibiotics and Carbamazepine, by tree boosting algorithms.</p><p dir="ltr"><b><u>Sensitivity Analysis</u></b></p><p dir="ltr"><b>cargas25_50_75_AS:</b> contains the pre processed updated dataset of pharmaceuticals sales data for the 3 scenarium conditions.…”

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

Federated averaging algorithm. by Yan Qin (118276)

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

The main components and data flow of the proposed algorithm. by Raed Alharthi (18340157)

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Algorithm for optimizing the model using transformer. by Weiling Liu (1465480)

Algorithm framework. by Zongjin Li (38031)

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

“…Ensemble learning in supervised machine learning is also a common technique for handling imbalanced data. …”

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

Comparison of ROC curve between deep learning and 12 handcrafted features using four machine learning algorithms. by Rui-Si Hu (5337227)

Data used in "Material Classification System using Inductive Tactile Sensors and Machine Learning Algorithms" by Yuning Jiang (19758561)

“…Various machine learning algorithms were employed to train classification models, and an aggregated model was presented based on the individual classifiers. …”