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

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

Subjects:

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

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

Subjects: “…crayfish optimization algorithm…”

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

“…Finally, the paper designs a deep learning model based on two-dimensional convolutional neural networks and bidirectional gated recurrent units (2DCNN-BIGRU) to handle incomplete data features and missing labels in network traffic data. …”

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

“…Finally, the paper designs a deep learning model based on two-dimensional convolutional neural networks and bidirectional gated recurrent units (2DCNN-BIGRU) to handle incomplete data features and missing labels in network traffic data. …”

Process of facial feature extraction and recognition method based on ipca algorithm. by Lu Lin (201289)

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

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

The run time for each algorithm in seconds. by 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. …”

Schematic diagram of the experimental algorithm. by Ronghua Meng (20978441)

“…Second, the egg carrier structure is designed, the material properties are analysed, and key parameters such as deformation are simulated by SolidWorks and Ansys Workbench. Finite element and fatigue analyses are carried out for the key parameters of the structure, and deformation, fatigue and other data that appear in the actual operation process are obtained. …”

Experimental software and hardware configuration and algorithm initialization parameter settings. by Lu Lin (201289)

Flowchart of the new algorithm. by Jinyu Wang (381467)

“…<div><p>In recent years, various real-time processing methods have been developed for Satellite Laser Ranging (SLR) data. …”

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)

Model-Based Clustering of Categorical Data Based on the Hamming Distance by Raffaele Argiento (647076)

“…<p>A model-based approach is developed for clustering categorical data with no natural ordering. The proposed method exploits the Hamming distance to define a family of probability mass functions to model the data. …”

Four algorithms construct feature face time and recognition time on different datasets. by Lu Lin (201289)

Comparison of algorithm performance aesults. by Chunjuan Li (7890182)

Subjects:

Overview of the proposed process with data processing, model development, model evaluation and explainability. by Md Amir Hamja (20495951)