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. …"

Folder with all data and algorithms حسب Jorge Servert Lerdo de Tejada (22290001)

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:

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)

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

الموضوعات:

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

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. …"

Comparison of different optimization algorithms. حسب Hang Zhao (143592)

الموضوعات: "…crayfish optimization algorithm…"

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

الموضوعات:

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

Action potential of sample points in model 1. حسب Hang Zhao (143592)

الموضوعات: "…crayfish optimization algorithm…"

Action potential of sample points in model 2. حسب Hang Zhao (143592)

الموضوعات: "…crayfish optimization algorithm…"

Action potential of sample points in model 0. حسب Hang Zhao (143592)

الموضوعات: "…crayfish optimization algorithm…"

Data after data processing. حسب Jiaqi Wang (369548)

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. …"

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. …"