Structure of the Kuhn-Munkres Algorithm. by Qingnan Ji (22662198)

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

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User satisfaction scores for different algorithms. by Qingnan Ji (22662198)

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Performance of different machine learning algorithms. by Apichat Suratanee (634281)

S1 Data - An improved YOLOv8s-based UAV target detection algorithm by Xinwei Wang (352488)

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Data (3). by Qingnan Ji (22662198)

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Illustration of the Noisy Student algorithm proposed by [30]. by Martin Wutke (19786999)

Firefly optimization algorithm flowchart. by Zhengyu Xu (8550660)

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Particle swarm optimization algorithm flowchart. by Zhengyu Xu (8550660)

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Curve of data size vs. running time. by Qingnan Ji (22662198)

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Data results under different time series processing techniques. by Jiayuan Wang (3765376)

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Schematic diagram of the prediction model process. by Jiayuan Wang (3765376)

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S1 Data - by Zhengyu Xu (8550660)

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Research progress on anomaly target detection algorithms for hyperspectral imagery by Baozhi Cheng (22754994)

“…In particular, because anomaly target detection does not require any prior information, it has become one of the key technologies and research hotspots in HSI processing and information extraction. Through systematic sorting and analysis, this paper summarizes the existing anomaly target detection algorithms in detail, and evaluates the key issues involved in HSI-ATD, future technological development directions (such as deep learning, multimodal, and real-time processing, etc), as well as the problems existing in the algorithms. …”

Workflow of our study to evaluate the performance of GNNs compared to benchmark algorithms. by Daniel Walke (21680915)

Strong-noise pixel denoising process schematic. by Haiyan Zhang (176919)

“…To address these issues, we have developed the 3D bilateral filtering algorithm with noise level estimation assisted by multi-temporal SAR(3D-NLE-BF). …”

Weak-noise pixel denoising process schematic. by Haiyan Zhang (176919)

“…To address these issues, we have developed the 3D bilateral filtering algorithm with noise level estimation assisted by multi-temporal SAR(3D-NLE-BF). …”

The membership distribution of various indicators in different risk categories by the FCM algorithm (Note: Clustering categories (Medium risk (2, 3)/ High risk (5)/ Risk-free (1)/... by Xini Fang (20861990)

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

Flowchart of the proposed Margin Weighted Robust Discriminant Score (MW-RDS) algorithm. by Sheema Gul (21519289)