Image 2_Using a random forest model to predict volume growth of larch, birch, and their mixed forests in northern China.jpeg حسب Junfei Zhang (7547975)

"…<p>Accurately quantifying forest volume and identifying its driving mechanisms are critical for achieving carbon neutrality objectives. Using data from the National Forest Inventory (NFI), plot-level measurements, and environmental variables from pure larch (LP), birch (BP), and mixed larch-birch (LB) forests in the mountainous region of northern Hebei, China, this study employed random forest (RF) algorithms to evaluate the relative importance and partial dependence of biotic and abiotic factors on stand volume growth. …"

Meanings of model symbols. حسب Yingbo Mao (22522192)

"…First, an improved K-means algorithm (IKM) is used to cluster customer points under the constraint of the UAV’s maximum flight radius, so as to determine vehicle parking points. …"

Convergence curve of the DBO algorithm. حسب Ma Haohao (22177538)

"…The improved Dung Beetle Optimization algorithm, Back Propagation Neural Network, Finite Element Analysis, and Response Surface Methodology provide a strong guarantee for the selection of robot polishing process parameters. …"

The run time for each algorithm in seconds. حسب Edward Antonian (21453161)

"…The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …"

Algorithm for optimizing the model using transformer. حسب Weiling Liu (1465480)

"…<p>Algorithm for optimizing the model using transformer.…"

Mean and root mean square errors of DOA estimate. حسب Chuanxi Xing (20141665)

"…Finally, we derive an off-grid sparse model for the reconstructed signal by exploiting sparsity in the null domain and use Bayesian learning to compute the maximum a posteriori probability of the source signal, thus achieving DOA estimation. …"

Algorithm used for the determination of the model parametric values. حسب Jonathan Côté (527819)

"…<p>Algorithm used for the determination of the model parametric values.…"

Schematic diagram of elements in the delivery area. حسب Yingbo Mao (22522192)

Optimization plot of ML models using GA algorithm. حسب Ali Bahrami (20700339)

"…<p>Optimization plot of ML models using GA algorithm.</p>…"

Optimization plot of ML models using SA algorithm. حسب Ali Bahrami (20700339)

"…<p>Optimization plot of ML models using SA algorithm.</p>…"

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

Feature selection using Boruta algorithm. حسب Shayla Naznin (13014015)

"…Feature selection was performed using the Boruta algorithm and model performance was evaluated by comparing accuracy, precision, recall, F1 score, MCC, Cohen’s Kappa and AUROC.…"

The AUC of each model was calculated using 113 ML algorithm. حسب Xuefen Lin (17785367)

"…<p>The AUC of each model was calculated using 113 ML algorithm.</p>…"

Parameters of the machine learning algorithms used in the study. حسب Xiaoyan Yang (259084)

الموضوعات:

Algorithm design of XGBoost Cox model used in 1°P-CARDIAC full model. حسب Yekai Zhou (17285873)

"…<p>Algorithm design of XGBoost Cox model used in 1°P-CARDIAC full model.…"

Algorithm used for dose reconstruction in workers. حسب Jonathan Côté (527819)

Machine Learning Models for Efficient Property Prediction of ABX₃ Materials: A High-Throughput Approach حسب Soundous Touati (20282599)

الموضوعات:

Machine Learning Models for Efficient Property Prediction of ABX₃ Materials: A High-Throughput Approach حسب Soundous Touati (20282599)

الموضوعات:

Machine Learning Models for Efficient Property Prediction of ABX₃ Materials: A High-Throughput Approach حسب Soundous Touati (20282599)

الموضوعات:

Algorithm training accuracy experiments. حسب Yingying Liu (360782)