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

Comparison of results based on CycleGAN method. حسب Xiaojun Wang (50332)

الموضوعات:

ML algorithms in cyber security. حسب Abdullah Asım Yılmaz (20715311)

Comparison of accuracy and recall between different algorithms. حسب Wangyouchen Zhang (21681025)

Flowchart of PRGA algorithm. حسب Yicheng Liu (2179626)

"…A case study of a bidirectional disruption during the 08:00–10:00 on the section of Xi’an Metro Line 2 demonstrates that: (1) The proposed model exhibits stronger robustness under demand uncertainty, achieving a reduction of 3 dispatched vehicles and a cost saving of 9,439 RMB by moderately increasing passenger costs by 850 RMB and extending bridging time; (2) The RPGA algorithm outperforms Non-dominated Sorting Genetic Algorithm II (NSGA-II), Reinforcement Learning-based NSGA-II (RLNSGA-II), and Multi-objective Particle Swarm Optimization Algorithm (MOPSO) in hypervolume (HV), generational distance (GD), and non-dominated ratio (NDR); (3) Increasing the rated passenger capacity within a certain range can reduce average passenger delays but correspondingly raises transportation costs. …"

File includes code "Transfer learning.R" and "updatebeta.cpp" for implementing transfer learning methods. حسب Lulu Pan (8977979)

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Contribution of segmentation and tracking algorithm to DTC performance. حسب Weheliye H. Weheliye (22022140)

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Convergence curve of the DBO algorithm. حسب 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. …"

Variables tested in the ML algorithms. حسب Gilson Yuuji Shimizu (19837946)

الموضوعات:

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). حسب Johannes Weyer (13392175)

Comparison of algorithms from other papers. We mark the top three results in bold. حسب Wangyouchen Zhang (21681025)

Scatter diagram of different principal elements. حسب Jizhong Wang (7441697)

"…<div><p>A fault diagnosis method for oil immersed transformers based on principal component analysis and SSA LightGBM is proposed to address the problem of low diagnostic accuracy caused by the complexity of current oil immersed transformer faults. …"

Numbers of iterations (#Ite) and eigenvalue calculations (#Eig) in the DC algorithm on the random and chain graph datasets. حسب Tomokaze Shiratori (9635271)

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Prediction percentage distribution using different algorithms applied in our research. حسب Md Junayed Hossain (22615268)

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Estimation error of candidate methods with a threshold of 0.05. حسب Lulu Pan (8977979)

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Estimation error of candidate methods with a threshold of 0.1. حسب Lulu Pan (8977979)

الموضوعات:

Estimation error of candidate methods with a threshold of 0.1. حسب Lulu Pan (8977979)

الموضوعات:

Estimation error of candidate methods with a threshold of 0.15. حسب Lulu Pan (8977979)

الموضوعات:

Estimation error of candidate methods with a threshold of 0.1. حسب Lulu Pan (8977979)

الموضوعات:

Parameters of ML algorithms. حسب Md. Maeen Molla (20827041)