Algorithm process. by 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. …”

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

Exploration and development process of planets. by Yu Jie Guang (22184340)

Training process of HFKG-RFE algorithm. by Chunjuan Li (7890182)

“…The training of the knowledge graph embedding model is similar to that of many models, which requires a large amount of data for learning to achieve the purpose of model development. …”

Algorithm flowchart. by Mingyi Huo (21743594)

Improve algorithm settings. by Hui Zhao (7395)

Subjects:

The processed data and results of manuscript "A Unified Framework for Deciphering Cellular Dynamics byLearning and Interpreting Vector Field" by Ruihong Xu (19517776)

Evaluation of model aggregation algorithms. by JiaMing Wang (334865)

“…This algorithm leverages a federated learning architecture and combines it with Paillier homomorphic encryption technology to ensure the security of the training process. …”

Comparison of homomorphic encryption algorithms. by JiaMing Wang (334865)

“…This algorithm leverages a federated learning architecture and combines it with Paillier homomorphic encryption technology to ensure the security of the training process. …”

Acc epoch loss curve of IPCA algorithm. by Lu Lin (201289)

Firefly optimization algorithm flowchart. by Zhengyu Xu (8550660)

Subjects:

Algorithms runtime comparison. by Meilin Zhu (688698)

“…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …”

The process of using the M.E.D.V.I.S. algorithm. by Hector Torres (11708207)

“…All are placed into three dimensionality reduction methods, which are then processed in a k-means clustering algorithm with k = 2 to represent good and bad figures. …”

The pseudocode of the RFE algorithm. by Zuzhen Ji (17593348)

Particle swarm optimization algorithm flowchart. by Zhengyu Xu (8550660)

Subjects:

General model performance for different algorithms. by Binghan Xue (21253235)

Solution results of different algorithms. by Meilin Zhu (688698)

“…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …”

Explained variance ration of the PCA algorithm. by Abeer Aljohani (18497914)

Subjects:

Flowchart of the general algorithm for one trial. by Junying Wang (509009)

The steps of applying RF algorithm. by Zuzhen Ji (17593348)