Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. حسب Yuanchen Zhao (12905580)

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If datasets are small and/or noisy, linear-regression-based algorithms for identifying functional groups outperform more complex versions. حسب Yuanchen Zhao (12905580)

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Output groupings of the 3 algorithms for a linear degradation chain of <i>N</i> = 3 metabolites. حسب Yuanchen Zhao (12905580)

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Using synthetic data to test group-searching algorithms in a context where the correct grouping of species is known and uniquely defined. حسب Yuanchen Zhao (12905580)

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Heat maps of mean scores over 50 datasets of the algorithms as a function of relative noise and number of samples. حسب Yuanchen Zhao (12905580)

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

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

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

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. …"

Overview of the ROI determination algorithm. حسب Virgil Christian Garcia Castillo (19688355)

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Simulation Scripts And Data. حسب Yuanchen Zhao (12905580)

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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. …"

Model-Based Clustering of Categorical Data Based on the Hamming Distance حسب Raffaele Argiento (647076)

"…<p>A model-based approach is developed for clustering categorical data with no natural ordering. …"

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

Average metrics for the Bitcoin Alpha dataset models grouped by the fact of being based on embedding or on node statistics. حسب Agata Skorupka (20469080)

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Average metrics for Bitcoin OTC dataset models grouped by the fact of being based on embedding or on node statistics. حسب Agata Skorupka (20469080)

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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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Models grouped by dimension number for Bitcoin Alpha dataset, average metrics. حسب Agata Skorupka (20469080)

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Models grouped by dimension number for Bitcoin OTC dataset, average metrics. حسب Agata Skorupka (20469080)

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Average metrics for TwiBot-20 dataset models grouped by the fact of being based on embedding or on node statistics. حسب Agata Skorupka (20469080)

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