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

Data prediction results of SVM algorithm. by Yanqing Men (20283876)

Data prediction results of SARIMA algorithm. by Yanqing Men (20283876)

Machine learning prediction algorithm flow chart. by Ahmad M. Al-Omari (20460931)

Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…”

Spatial spectrum estimation for three algorithms. by Chuanxi Xing (20141665)

“…Furthermore, the estimation of the DOA can be accurately carried out under low signal-to-noise ratio conditions. This method effectively utilizes the degrees of freedom provided by the virtual array, reducing noise interference, and exhibiting better performance in terms of positioning accuracy and algorithm stability.…”

Summary of the metrics of the different trained models foreach algorithm in each split for each dataset. by Jaime B. Matas-Bustos (21772430)

Comparison of target detection algorithms. by Diansheng Zhang (22640973)

Subjects:

The temperature sensor readings with the original temperature and learning to Kalman filter algorithm prediction results (each plot represent results for 200 data instances). by Junaid Khan (4276162)

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

Subjects:

Scatter diagram of different principal elements. by Jizhong Wang (7441697)

“…The experimental results show that the SSA-LightGBM model proposed in this paper has an average fault diagnosis accuracy of 93.6% after SSA algorithm optimization, which is 3.6% higher than before optimization. …”

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). by Johannes Weyer (13392175)

Example measurement and analysis units for landscape elements. by Jaewon Han (8660295)

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Model’s measure methods. by Songsong Wang (8088293)

Subjects: “…necessitating extensive data…”

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. …”

Architecture diagram of the VGG-16-SSD algorithm. by Diansheng Zhang (22640973)

Subjects:

Data used in "Material Classification System using Inductive Tactile Sensors and Machine Learning Algorithms" by Yuning Jiang (19758561)

“…<p dir="ltr">This study presents an innovative material classification system involving an inductive tactile sensor and machine learning algorithms. …”

The effectiveness of the XGBoost algorithm. by Shenglan Tang (707472)

Learning to alpha beta filter prediction results with original temperature data and sensor readings. by Junaid Khan (4276162)

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