Improve algorithm settings. حسب Hui Zhao (7395)

الموضوعات:

Dynamic window based median filtering algorithm. حسب Li Yuan (102305)

"…Therefore, the study proposes a signal automatic modulation classification model based on fixed K-mean algorithm and denoising autoencoder. …"

K-means++ clustering algorithm. حسب Zhen Zhao (159931)

"…Subsequently, the feature factors corresponding to the model with the highest accuracy were selected as the optimal feature subsets and used in the model construction as input data. Additionally, considering the imbalanced in population spatial distribution, we used the K-means ++ clustering algorithm to cluster the optimal feature subset, and we used the bootstrap sampling method to extract the same amount of data from each cluster and fuse it with the training subset to build an improved random forest model. …"

Effects of different algorithms on feature extraction of jamming signals. حسب Hui Zhao (7395)

الموضوعات:

Visualization of mean absolute SHAP values for conditional algorithm for each class. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. حسب Sadia Nazim (21440115)

Summary of the metrics of the different trained algorithms based on mean and 95% confidence intervals (calculated using t-Student) for the Testing process in each dataset. حسب Jaime B. Matas-Bustos (21772430)

"…<p>Summary of the metrics of the different trained algorithms based on mean and 95% confidence intervals (calculated using t-Student) for the Testing process in each dataset.…"

S1 Data - An improved YOLOv8s-based UAV target detection algorithm حسب Xinwei Wang (352488)

Visualization of mean absolute SHAP values for conditional algorithm across all classes. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. حسب Sadia Nazim (21440115)

Kepler optimization algorithm. حسب Jiangli Yu (4601986)

الموضوعات:

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

Summary of the metrics of the different trained algorithms that performed best in the Testing process for each dataset. حسب Jaime B. Matas-Bustos (21772430)

Convergence curve of the DBO algorithm. حسب Ma Haohao (22177538)

"…The improved Dung Beetle Optimization algorithm, Back Propagation Neural Network, Finite Element Analysis, and Response Surface Methodology provide a strong guarantee for the selection of robot polishing process parameters. …"

Notations and definitions used in the algorithm. حسب Nazym Alimbekova (22766158)

Improved DAE based on LSTM. حسب Li Yuan (102305)

"…Therefore, the study proposes a signal automatic modulation classification model based on fixed K-mean algorithm and denoising autoencoder. …"

The actual training effect of four algorithms on original photo data (All images are original images taken by the author). حسب Xiaojun Wang (50332)

الموضوعات:

Excerpts from the raw acquired data set with the tracking algorithm. حسب Hannes Benecke (17409369)

The run time for each algorithm in seconds. حسب Edward Antonian (21453161)

"…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …"

Process based on WOA-LSTM-PID model. حسب Dayu Zhang (710629)

"…To solve this problem, the study proposes an improved PID controller based on the Long Short-Term Memory (LSTM) optimized by the Whale Optimization Algorithm (WOA). …"