Signal denoising (baseline correction and powerline noise removal) example. by Pauline Guyot (8566470)

Kepler optimization algorithm. by Jiangli Yu (4601986)

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Notations and definitions used in the algorithm. by Nazym Alimbekova (22766158)

Line charts of the elbow method and the k-value selection algorithm: (A) elbow method; (B) k-value selection algorithm. by Jingnan Yan (20727331)

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Gas Chromatography-Mass Spectrometry Long-term Instrumental Drift Data over 155 days by Luning Zhang (22375735)

“…Results show that Random Forest algorithm provides the most stable correction model for long-term, highly variable data. …”

Variable selection procedure using the Boruta algorithm. by Qiudie Liu (22655907)

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Qualitative Examples of Corrected Sentences. by Yutong Liu (4027994)

“…During model training, the Adam optimization algorithm is employed, and the model’s performance is enhanced by introducing a customized dependency self-attention mechanism for parameter optimization. …”

Parameters of the SVM algorithm with Gaussian kernel used to generate the predictive model. by M. Isabel Ramos (20565201)

Error metrics of each regression algorithm using 2021 as control year. by M. Isabel Ramos (20565201)

Temporal Uncertainty in Rational Method: Reassessment of Data from the Article “Short-Term Temporal Variability of Radon in Finnish Dwellings and the Use of Temporal Correction Fac... by Andrey Tsapalov (22269883)

“…Temporal uncertainty in rational method: Reassessment of data from the article “Short-term temporal variability of radon in Finnish dwellings and the use of temporal correction factors” [version 1; peer review: awaiting peer review]. …”

Line chart plotted using the k-value selection algorithm: (A) system 1; (B) system 2; (C) system 3. by Jingnan Yan (20727331)

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Data comparison of various models at station site2. by Jiangli Yu (4601986)

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KOA-CNN-LSTM and VMD-KOA-CNN-LSTM Comparison of the model prediction results with the actual power (Station site1). by Jiangli Yu (4601986)

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F4 function and convergence curve graph. by Jiangli Yu (4601986)

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F5 function and convergence curve graph. by Jiangli Yu (4601986)

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VMD-CNN-LSTM (unoptimized) and VMD-KOA-CNN-LSTM Comparison of the model prediction results with the actual power (Station site1). by Jiangli Yu (4601986)

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Station site2. by Jiangli Yu (4601986)

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F1 function and convergence curve graph. by Jiangli Yu (4601986)

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F6 function and convergence curve graph. by Jiangli Yu (4601986)

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The operation diagram of the VMD-KOA-CNN-LSTM model (Station site2). by Jiangli Yu (4601986)

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