Experimental software and hardware configuration and algorithm initialization parameter settings. by Lu Lin (201289)

Evaluation of model aggregation algorithms. by JiaMing Wang (334865)

“…This algorithm leverages a federated learning architecture and combines it with Paillier homomorphic encryption technology to ensure the security of the training process. …”

Comparison of homomorphic encryption algorithms. by JiaMing Wang (334865)

“…This algorithm leverages a federated learning architecture and combines it with Paillier homomorphic encryption technology to ensure the security of the training process. …”

Overview of the proposed process with data processing, model development, model evaluation and explainability. by Md Amir Hamja (20495951)

The parameter settings of the RF algorithm after parameter optimization. by Xini Fang (20861990)

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Comparison of planning results for different uncertainty quantification methods. by Tianhe Sun (21145341)

Performance Analysis of Super-resolution Algorithms. by Persiya J. (21743388)

Processing time for the different pipeline steps. by Marc Weitz (8131560)

“…<p>Application of the TiB algorithm is very quick even if the resampling of the acceleration data is taken into account. …”

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

KF Process. by Xiaoke Li (1427257)

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Adjusting the process. by Hui Yang (91136)

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Fitting flow of DAKM algorithm. by Xiaobing Chen (572034)

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Performance comparison of different adoption algorithms in XGBoost model. by Wenguang Li (6528113)

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K-SVD dictionary learning process. by Li Jiaqing (21212614)

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The data in the figures in the manuscript can be found in the supporting information “Data in Figures.zip”. by Yang Gao (18005)

Comparative analysis of spike sorting using Uniform Manifold Approximation and Projection (UMAP) vs. feature-based methods in in vivo extracellular recordings. by Daniel Suárez-Barrera (22676654)

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Comparison of tracing algorithms on FF image (region of interest). Image was applied to algorithms with three different filters: Original/no filtering, Gaussian and DnCnn. Data cor... by Youssef Arafat (21009293)

Comparison of tracing algorithms on DME image (full view) [42]. Image was applied to algorithms with three different filters: Original/no filtering, Gaussian and DnCnn. Data corres... by Youssef Arafat (21009293)

Comparison of tracing algorithms on SHG image (full view) [40]. Image was applied to algorithms with three different filters: Original/no filtering, Gaussian and DnCnn. Data corres... by Youssef Arafat (21009293)

Comparison of tracing algorithms on FF image (full view). Image was applied to algorithms with three different filters: Original/no filtering, Gaussian and DnCnn. Data corresponds... by Youssef Arafat (21009293)