The process of FL. حسب Pan Wang (198097)

الموضوعات:

Overview of the proposed methodology for the ML regressor selection process and model evaluation. حسب Marwah Salman (22593380)

الموضوعات:

Data Sheet 1_Efficient tree species classification using machine and deep learning algorithms based on UAV-LiDAR data in North China.docx حسب Hanyu Zhang (1425250)

"…</p>Methods<p>UAV-LiDAR point clouds of Populus alba, Populus simonii, Pinus sylvestris, and Pinus tabuliformis from 12 sample plots, 2,622 tree in total, were obtained in North China, training and testing sets were constructed through data pre-processing, individual tree segmentation, feature extraction, Non-uniform Grid and Farther Point Sampling (NGFPS), and then four tree species were classified efficiently by two machine learning algorithms and two deep learning algorithms.…"

Data inclusion and exclusion process. حسب Jingru Dong (14076094)

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Data Sheet 1_Hybrid machine learning algorithms accurately predict marine ecological communities.pdf حسب Luciana Erika Yaginuma (10477013)

"…Data was analyzed by means of a hybrid machine learning (ML) approach, which combines unsupervised and supervised methods. …"

Parametric study of accuracy of the Random forest algorithm for different proportions of test samples and different choice of random states. حسب Abeer Aljohani (18497914)

الموضوعات:

Flowchart diagram illustrating the data analysis process using machine learning models. حسب Isabela Bittencourt Basso (14178739)

الموضوعات:

Time-lapse microscopy movie from the bacterial mother machine test set processed by Cell-TRACTR. حسب Owen M. O’Connor (11965460)

Specific hyperparameters optimized for each non-ANN model in the Nested Grid Search process. حسب Ashutosh P. Raman (19825936)

الموضوعات:

Confusion matrix for RUSBoost algorithm (3000 Learning Cycles) highlights the classification accuracy across different classes. حسب Sadia Nazim (21440115)

Quantum Descriptor-Based Machine-Learning Modeling of Thermal Hazard of Cyclic Sulfamidates حسب Michal Dabros (10343989)

الموضوعات:

Scripts for GC, CRC, and IBD in Python and R حسب Animesh Acharjee (6400427)

الموضوعات:

Confusion matrix for Random Forest algorithm (3000 Number of trees) highlights the classification accuracy across different classes. حسب Sadia Nazim (21440115)

Table 1_Intra- and inter-rater reliability in log volume estimation based on LiDAR data and shape reconstruction algorithms: a case study on poplar logs.docx حسب Gabriel Osei Forkuo (16752444)

"…Computer-based algorithms like Poisson interpolation and Random Sampling and Consensus (RANSAC) are commonly used to extract volume data from LiDAR point clouds, and comparative studies have tested these algorithms for accuracy. …"

The data processing and analysis pipeline. حسب Xin Zhang (35492)

Image 1_Prediction of outpatient rehabilitation patient preferences and optimization of graded diagnosis and treatment based on XGBoost machine learning algorithm.tif حسب Xuehui Fan (10762662)

Concept of the Loss function in the case of Supervised Machine Learning and Physics Machine Learning approach. حسب Akshansh Mishra (21001499)

الموضوعات:

Screening of palmitoylation genes based on machine learning algorithms. حسب Qijun Wo (12992781)

الموضوعات:

Accuracy of the support vector machines for different proportion of test samples. حسب Abeer Aljohani (18497914)

الموضوعات:

Point cloud data. حسب Chenhua Jiang (20765737)

"…To address the issues of low processing quality and overall efficiency in the machining of aluminum alloy free-form surfaces, an efficient numerical control machining method based on surface segmentation has been proposed. …"