S20 Data - by Shehr Bano (20421706)

S1 Data - by Shehr Bano (20421706)

S14 Data - by Shehr Bano (20421706)

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

“…The model uses fixed K-mean algorithm for feature classification and optimizes median filtering algorithm using dynamic thresholding. …”

Confusion matrix for Random Forest algorithm (3000 Number of trees) highlights the classification accuracy across different classes. by Sadia Nazim (21440115)

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

Coarse-grained motion segmentation process. by Shinan Ding (20783580)

Subjects:

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

“…To address these problems, we propose a new, efficient real-time SLR data processing method. This algorithm combines single-stage filtering with a histogram-based approach and incorporates polynomial fitting to establish a predictive model. …”

Optimization process of adaptive weight adjustment based on the SCSO. by Fengning Liang (20927493)

Subjects:

Results of RF algorithm screening factors. by Jintao Li (448681)

S1 File - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-driven by Meilin Zhu (688698)

A sample model illustrating the process. by Linxi Wang (3068649)

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Data & code. by Mingming Li (502877)

Comparison between Deep and Machine Learning algorithms (MAE and MSE lower the better) [25]. by Marco Alderighi (7195721)

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

t-SNE plot of processed test data cells. by Oriana Presacan (22232246)

Overall scheme of multi-source heterogeneous data processing. by Songsong Wang (8088293)

Subjects: “…necessitating extensive data…”

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)

Results obtained from the supervised machine learning regression-based algorithms in the present work. by Akshansh Mishra (21001499)

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S1 Data - YOLO-RDM: A high accuracy and efficient algorithm for magnetic tile surface defect detection with practical applications by Wei Niu (16044)