Optimization algorithms performance comparison across benchmark functions. by Sundreen Asad Kamal (20390818)

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

The AD-PSO-Guided WOA LSTM algorithm RMSE is based on the objective function compared to different algorithms. by Ahmed M. Elshewey (21463867)

Construction of the PRG score index using integrated machine learning algorithms. by Xiangxin Wu (22320058)

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Machine learning analysis of 10 hub genes related to SCI was performed using eight algorithms applied to the dataset. by Tianbao Feng (21722233)

Acurracy comparison of CCA and FBCCA algorithms. by Hossein Hamidi Shishavan (19688384)

Search for Correlations Between the Results of the Density Functional Theory and Hartree–Fock Calculations Using Neural Networks and Classical Machine Learning Algorithms by Saadiallakh Normatov (20682324)

Search for Correlations Between the Results of the Density Functional Theory and Hartree–Fock Calculations Using Neural Networks and Classical Machine Learning Algorithms by Saadiallakh Normatov (20682324)

(a-b) The LASSO algorithm was used for hyperparameter tuning and identification of the important predictive features. by Devi Soorya Narayana Sasikumar (22331743)

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Run times of two algorithms. by Gourab Saha (8987405)

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Images of partial benchmark functions. by ZeSheng Lin (20501356)

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Comparison of classification accuracy across different machine learning models using the objective function metric. by Amal H. Alharbi (21755906)

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

“…First, physico-chemical inputs as bulk density (BD), initial water content (W_i), saturated water content (W_s), mean weight diameter (MWD), and geometric mean diameter (GMD) of aggregates, pH, electrical conductivity (EC), and calcium carbonate equivalent (CCE) were measured. 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. …”

Efficient Algorithms for GPU Accelerated Evaluation of the DFT Exchange-Correlation Functional by Ryan Stocks (16867476)

“…Improving algorithmic efficiency through hardware-aware implementations enables application to larger systems and more efficient generation of larger training data sets for machine-learning. …”

Crop yield prediction accuracy using different ML algorithms. by Gourab Saha (8987405)

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Key gene identification based on two machine learning algorithms. by Lijun Guo (605276)

Statistical results of various algorithms. by ZeSheng Lin (20501356)

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Sensor value scenario for fuzzy logic algorithm. by Gourab Saha (8987405)

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Sensor value scenario for average value algorithm. by Gourab Saha (8987405)

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The Pseudo-Code of the IRBMO Algorithm. by Chenyi Zhu (9383370)

Subjects: “…continuous optimization algorithm…”