Processed data for figures. by Jin Zhang (53297)

Code might be found under: https://kaggle.com/code/agatasko/anomalies-graph-networks. by Agata Skorupka (20469080)

Flowchart of DQN algorithm. by Jiandong Qiu (20389944)

Comparison of different algorithms. by Jiandong Qiu (20389944)

Flow of data processing and preparation. by Xuan Wang (55634)

“…The gathered properties are processed using normalized techniques to convert unstructured data into structured data, which directly improves the overall prediction accuracy. …”

Genetic algorithm iteration data chart. by Wenguang Li (6528113)

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Optimization-Driven Steganographic System Based on Fused Maps and Blowfish Encryption by Ahmed Aljughaiman (21793526)

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The process of the optimization (NSGA-Ⅱ+ NLPQL). by Shangyang Jin (21772466)

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Code snippets to add user-specific custom functionality in PyNoetic. by Gursimran Singh (575288)

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Performance of SiamFC_TDA algorithm and comparison algorithm on UAV20L. by Yi Tao (178829)

The simulation of OSCNN involves loading data from a laser and SLM and simulating different optical free space components. by Reyhane Ahmadi (14857363)

Generator network and discriminator network. by Xiaojun Wang (50332)

“…The model comprehensively utilizes the image restoration and style transfer capabilities of the attention mechanism and the cycle consistency adversarial network, and introduces an improved attention module, which can adaptively highlight the key visual elements in the illustration, thereby maintaining artistic integrity during the style transfer process. …”

Co-authorship network (graph generated using the force-directed Fruchterman-Reingold algorithm). by Philippine Dupé (21485482)

DNW-VCD_Code.zip by Bo Xiong (115379)

“…The code and demo data of DNW-VCD algorithm…”

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

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. …”

The data processing and analysis pipeline. by Xin Zhang (35492)

Visualization of tracking results of SiamFC_TDA algorithm and comparison algorithm on challenging sequences. by Yi Tao (178829)

Performance of the proposed tracking algorithm and comparison algorithms in three datasets. The higher the metrics, the better. by Yi Tao (178829)

Improve algorithm settings. by Hui Zhao (7395)

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