Dynamic window based median filtering algorithm. by Li Yuan (102305)

“…Therefore, the study proposes a signal automatic modulation classification model based on fixed K-mean algorithm and denoising autoencoder. …”

Improve algorithm settings. by Hui Zhao (7395)

Subjects:

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)

Plot comparing the circular tracking errors of the three algorithms. by Xiaosong Liu (66661)

Schematic of the directed network flow entropy (DNFE) algorithm. by Xueqing Peng (10678527)

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. …”

Plot comparing the circular angle tracking performances of the three algorithms. by Xiaosong Liu (66661)

Summary of the metrics of the different trained algorithms based on mean and 95% confidence intervals (calculated using t-Student) for the Testing process in each dataset. by Jaime B. Matas-Bustos (21772430)

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

Video 1_Learning-based control for tendon-driven continuum robotic arms.mp4 by Nima Maghooli (21710783)

Subjects: “…Artificial Intelligence and Image Processing…”

Graph showing the tracking errors of the three control algorithms under noise. by Xiaosong Liu (66661)

Proposed Algorithm. by Hend Bayoumi (22693738)

“…Hence, an Energy-Harvesting Reinforcement Learning-based Offloading Decision Algorithm (EHRL) is proposed. …”

Chart showing the target tracking performances of the three control algorithms under noise. by Xiaosong Liu (66661)

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. …”

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:

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

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. …”

Improved DAE based on LSTM. by Li Yuan (102305)

“…Therefore, the study proposes a signal automatic modulation classification model based on fixed K-mean algorithm and denoising autoencoder. …”

Average computation time for each algorithm. by Jinyu Wang (381467)

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

SNR comparison of real-field seismic profile. by Zhenjing Yao (22189970)

“…We propose a novel seismic random noise suppression method based on enhanced variational mode decomposition (VMD) with grey wolf optimization (GWO) algorithm, which applies the envelope entropy to evaluate the wolf individual fitness, determine the grey wolf hierarchy, and obtain the optimized key elements <i><i>K</i></i> and <i>α</i> in VMD. …”