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

Algorithms included in Neuroptimus. by Máté Mohácsi (20469514)

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The convergence curves of the HMMS optimization algorithm based on INFO-KELM and other algorithms. by Qiongfang Zhang (18055134)

Comparison of algorithm performance aesults. by Chunjuan Li (7890182)

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Detection maps obtained using different algorithms for the abu-urban-3 dataset. by Ruhan A (12403982)

Detection maps obtained using different algorithms for the abu-beach-2 dataset. by Ruhan A (12403982)

Algorithm comparison. by Ning Ji (325849)

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Optimization process of BO algorithm. by Hoa Thi Trinh (20347834)

“…Bayesian optimization (BO) algorithms, including BO—Gaussian Process, BO—Random Forest, and Random Search methods, were used to refine the XGBoost model architecture. …”

Parameters of the genetic algorithm. by Jian Ma (170138)

Model comparison between our model-free algorithm (here MF*) and SARSA. by Carlos A. Velázquez-Vargas (19751567)

“…<p>SARSA provides a temporal difference update to state-action values for every start-target pair: Q(s,a)←Q(s,a)+α[r+γQ(s′,a′)−Q(s,a)]. We evaluated the models in the data of Experiment 1 and Experiment 2 using AIC and BIC differences and testing if they were different from zero using the Wilcoxon signed-rank test. …”

Data generation algorithm. by Aluwani Ramalata (21262977)

Schematic diagram of the experimental algorithm. by Ronghua Meng (20978441)

“…Second, the egg carrier structure is designed, the material properties are analysed, and key parameters such as deformation are simulated by SolidWorks and Ansys Workbench. Finite element and fatigue analyses are carried out for the key parameters of the structure, and deformation, fatigue and other data that appear in the actual operation process are obtained. …”

RF Algorithm error rate of the model. by Halit Tutar (20678455)

“…For this purpose, Artificial Neural Networks (ANN), Automatic Linear Model (ALM), Random Forest (RF) Algorithm and Multivariate Adaptive Regression Spline (MARS) Algorithm were used, and the prediction performances of these methods were compared. …”

Model surface plots in MARS algorithm. by Halit Tutar (20678455)

“…For this purpose, Artificial Neural Networks (ANN), Automatic Linear Model (ALM), Random Forest (RF) Algorithm and Multivariate Adaptive Regression Spline (MARS) Algorithm were used, and the prediction performances of these methods were compared. …”

WGCNA and machine learning algorithms. by Shushu Wang (6870191)

Results achieved from using baseline and enhanced planning algorithms. by Tianhe Sun (21145341)

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DataSheet1_An ADMM approach for unit commitment with considering dynamic line rating.docx by Jiang Dai (11174715)

Subjects: “…Nuclear Engineering (incl. Fuel Enrichment and Waste Processing and Storage)…”

The complete structure of Kalman filter algorithm. by Junaid Khan (4276162)

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Trace plot and histogram of MCMC samples using MH algorithm. by Salem A. Alyami (10572611)

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Comparison results of multi-models. by Xueying Kou (3940031)

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