Data generation algorithm. by Aluwani Ramalata (21262977)

Performance of machine learning algorithms. by Wenxue Liu (6877754)

Algorithm for optimizing the model using transformer. by Weiling Liu (1465480)

Data collision free processing unit. by Ayesha Waris (21368446)

Data and code for: Automatic fish scale analysis by Christian Vogelmann (21646472)

“…</p><h3>Includeed in this repository:</h3><ul><li><b>Raw data files:</b></li><li><code>comparison_all_scales.csv</code> – comparison_all_scales.csv - manually verified vs. automated measurements of 1095 coregonid scales</li></ul><ul><li><ul><li><code>Validation_data.csv</code> – manually measured scale data under binocular</li><li><code>Parameter_correction_numeric.csv</code> – calibration data (scale radius vs. fish length/weight)</li></ul></li><li><b>Statistical results:</b></li><li><ul><li><code>comparison_stats_core_variables.csv</code> – verification statistics (bias, relative error, limits of agreement)</li><li><code>Validation_statistics.csv</code> – summary statistics and model fits (manual vs. automated)</li></ul></li><li><b>Executable script (not GUI):</b></li><li><ul><li><code>Algorithm.py</code> – core processing module for scale feature extraction<br>→ <i>Note: The complete Coregon Analyzer application (incl. …”

Spatial spectrum of the 100th frame under array distortion conditions (20 elements). by Gaoxiang Xing (21755689)

Flowchart of the subspace fitting algorithm for interpolated coprime arrays. by Chuanxi Xing (20141665)

Summary of major algorithms used for signal detection. by Feilong Tan (14886395)

Data propagation algorithm stages. by Fazia Akhtar (21453122)

Subjects:

Correlation matrices of handcrafted features before and after feature selection. The figure presents two heatmaps illustrating the correlation among 52 handcrafted features derived... by Quang Dung Dinh (20995766)

Dataset: "A Method for Sensitivity Analysis of Automatic Contouring Algorithms Across Different MRI Contrast Weightings Using SyntheticMR" by Lucas McCullum (16521828)

“…<p dir="ltr">For the paper "A Method for Sensitivity Analysis of Automatic Contouring Algorithms Across Different MRI Contrast Weightings Using Synthetic MR" found at: <a href="https://doi.org/10.1101/2025.01.10.25319895" rel="noreferrer" target="_blank">https://doi.org/10.1101/2025.01.10.25319895</a></p><p dir="ltr">This dataset contains the ground truth segmentations from three expert annotators (v1, v2, v3) for the left parotid, right parotid, left submandibular, and right submandibular gland. …”

The data used in the figures. by Yonghui Zhang (279832)

Subjects:

The relevant code in the manuscript can be found in the supporting information data file. by Xini Fang (20861990)

Convergence curve of the DBO algorithm. by Ma Haohao (22177538)

“…The improved Dung Beetle Optimization algorithm, Back Propagation Neural Network, Finite Element Analysis, and Response Surface Methodology provide a strong guarantee for the selection of robot polishing process parameters. …”

Time course of statistical clusters detected using the space-time uniform and space-time permutation algorithms in each of the 15 hospitals and the onset of publicly reported outbr... by Yumiko Hosaka (14642367)

Subjects:

8-point DIT NTT data flow. by Ayesha Waris (21368446)

Algorithm parameter settings employed in the experiments on simulated data. by Liyan Sun (760586)

Subjects:

Participant selection algorithm. by Alex Gough (16734033)

Registered and fused point cloud data using improved ICP algorithm. by Mengyuan Yan (14200322)

“…<p>Registered and fused point cloud data using improved ICP algorithm.</p>…”

HaPy-Bug - Bug localization learning to rank algorithm results by Piotr Przymus (14564009)