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. …”

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

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RE for partial flow prediction results of single and dual water level models based on the GA-BP algorithm. by Xiying Wang (4859998)

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Partial comparison of flow prediction results between single and dual water level models with the GA-BP algorithm. by Xiying Wang (4859998)

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Geometric interpretation and data visualisation equivalent describing the DI algorithmic pipeline. by Borjan Milinkovic (21349908)

NAR dynamic neural network model. by Zhanni Huang (20577481)

“…Therefore, this article uses the random forest model and XGBoost algorithm to identify core price indicators, and uses an innovative rolling NAR dynamic neural network model to simulate and predict second-hand sailboat price data. …”

Raw data supporting the results presented in the article "A Zone-Level, Building Energy Optimisation Combining an Artificial Neural Network, a Genetic Algorithm, and Model Predictive Control" by Jonathan Reynolds (19655881)

The introduced Bi-LSTM model used for gas production and liquid level predictions. by Dong Wang (73290)

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A* Path-Finding Algorithm to Determine Cell Connections by Max Weng (22327159)

“…Future work aims to generalize this algorithm for broader biological applications by training additional Cellpose models and adapting the A* framework.…”

MEA-BP neural network algorithm flowchart. by Dongling Ma (1269888)

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BER at different SNR levels. by Hui Zhao (7395)

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Workflow of the proposed enhanced Random Forest (eRF) algorithm for volcanic lithology classification. by Xiu Jin (9452603)

Three-level model structure. by Zhanni Huang (20577481)

“…Therefore, this article uses the random forest model and XGBoost algorithm to identify core price indicators, and uses an innovative rolling NAR dynamic neural network model to simulate and predict second-hand sailboat price data. …”

Table 1_Predicting financial distress in TSX-listed firms using machine learning algorithms.docx by Mark Eshwar Lokanan (20344707)

“…Among the models tested, the ANN classifier achieved the highest accuracy at 98%, outperforming other algorithms.…”

Partial RE for flow prediction models of single and dual water levels under the BPNN. by Xiying Wang (4859998)

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Supplementary file 1_Spatial-temporal evolution characteristics and driving factors of carbon emission prediction in China-research on ARIMA-BP neural network algorithm.pdf by Sanglin Zhao (20915732)

Augmentation levels with back-translation. by Rodrigo Gutiérrez Benítez (19746443)

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Optimization results of MBB multi-material structure under different methods. (a) A level-set method for multi-material topology optimization [33]. (b) An alternating active-phase... by Zhao Li (300229)

Sanitized databases using MLHProtector algorithm. by Loan T. T. Nguyen (20660789)

“…To address this issue, this work suggests two PPUM algorithms, namely <b>MLHProtector</b> and <b>FMLHProtector</b>, to operate at all abstraction levels in a transaction database to protect them from data mining algorithms. …”