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

"…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …"

Algorithm process. حسب Wei Cui (92129)

"…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …"

Statistics of GI data processing using different algorithms at various input CTTDs. حسب Ki Hyun Nam (5813819)

الموضوعات:

Statistics of HEWL data processing using different algorithms at various input CTTDs. حسب Ki Hyun Nam (5813819)

الموضوعات:

Comparison of PSNR values of different algorithms. حسب Xiaojun Wang (50332)

الموضوعات:

Changes in FID values of different algorithms. حسب Xiaojun Wang (50332)

الموضوعات:

Comparison of SSIM values of different algorithms. حسب Xiaojun Wang (50332)

الموضوعات:

Changes in loss values for different algorithms. حسب Xiaojun Wang (50332)

الموضوعات:

The Search process of the genetic algorithm. حسب Wenguang Li (6528113)

"…The results show: (1) Random oversampling, ADASYN, SMOTE, and SMOTEENN were used for data balance processing, among which SMOTEENN showed better efficiency and effect in dealing with data imbalance. (2) The GA-XGBoost model optimized the hyperparameters of the XGBoost model through a genetic algorithm to improve the model’s predictive accuracy. …"

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

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. …"

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

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. …"

Algorithm of model development and validation. حسب Bethan Cracknell Daniels (20469396)

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

Flowchart of the proposed algorithm. حسب Huanyu Yang (6683780)

"…The sub-block selection algorithm sorts and filters sub-blocks based on the average pixel difference, reconstructing the input data to ensure accurate separation of melanin and hemoglobin. …"

A sinogram of the test sample before and after the dejitter algorithm. حسب Hannes Benecke (17409369)

الموضوعات:

Data after data processing. حسب Jiaqi Wang (369548)

Genetic algorithm flowchart. حسب Wenguang Li (6528113)

"…The results show: (1) Random oversampling, ADASYN, SMOTE, and SMOTEENN were used for data balance processing, among which SMOTEENN showed better efficiency and effect in dealing with data imbalance. (2) The GA-XGBoost model optimized the hyperparameters of the XGBoost model through a genetic algorithm to improve the model’s predictive accuracy. …"

Genetic algorithm iteration data chart. حسب Wenguang Li (6528113)

"…The results show: (1) Random oversampling, ADASYN, SMOTE, and SMOTEENN were used for data balance processing, among which SMOTEENN showed better efficiency and effect in dealing with data imbalance. (2) The GA-XGBoost model optimized the hyperparameters of the XGBoost model through a genetic algorithm to improve the model’s predictive accuracy. …"