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. …”

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

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Performance analysis of the proposed model with existing algorithms. by Quxi Kuang (22493270)

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K-shortest path algorithm, finding count, and OD algorithm. by Jin Ki Eom (21192426)

Processed data for figures. by Jin Zhang (53297)

Performance metrics of the Deep Neural Network (DNN) model on training data. by Saim Chishti (22272188)

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Performance metrics of the Recurrent Neural Network (RNN) model on training data. by Saim Chishti (22272188)

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Algorithm flow of the GA-BPNN model. by Xiying Wang (4859998)

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Recall results of four algorithms. by Nan Xu (107466)

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Reshaping Industrial Maintenance with Machine Learning: Fouling Control Using Optimized Gaussian Process Regression by Francesco Negri (12992994)

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The structure of genetic algorithm (GA). by Ali Akbar Moosavi (17769033)

“…Then, radial basis functions (RBFNNs), multilayer perceptron (MLPNNs), hybrid genetic algorithm (GA-NNs), and particle swarm optimization (PSO-NNs) neural networks were utilized to develop PTFs and compared their accuracy with the traditional regression model (MLR) using statistical indices. …”

Elements: Kingfisher: Storage Management for Data Federations (CSSI PI Meeting 2025) by Brian Bockelman (5128082)

Computational Micromechanics and Machine Learning-Informed Design of Composite Carbon Fiber-Based Structural Battery for Multifunctional Performance Prediction by Mohamad A. Raja (19640297)

Subjects: “…bayesian optimization algorithm…”

Flowchart of integrating multilayer perceptron neural network (MLPNN) with genetic algorithm (GA) to optimize MLPNN architecture. by Mohammad Reza Najafi (9288989)

Algorithm performance comparison. by Haiyan Wang (25821)

Main variables of GA-PSO-BP neural network model and their meanings. by Jining Wang (3369305)

Confusion matrix heatmap for the Deep Neural Network (DNN) model on training data. by Saim Chishti (22272188)

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Confusion matrix heatmap for the Recurrent Neural Network (RNN) model on training data. by Saim Chishti (22272188)

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Precision and recall results of three algorithms. by Nan Xu (107466)

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