Damping oscillation function (before adding random numbers). حسب Fujun Wang (96184)

Baseline characteristics of recipients’ comparison before and after data match by the unsupervised machine learning algorithm. حسب Mahmoudreza Moein (22127153)

Data quality control before constructing WGCNA. حسب Guanghao Xin (17583227)

الموضوعات:

The structure of genetic algorithm (GA). حسب 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. …"

ROC analysis of the Machine Learning Algorithm. حسب Stephan Ellmann (314565)

الموضوعات:

MWOA-BiLSTM machine fault detection process. حسب Yi-Qiang Xia (20161326)

"…In essence, it prevents algorithms from settling for suboptimal solutions too soon, encouraging exploration of a broader solution space before converging, by incorporating cauchy variation and a perturbation term, MWOA achieve optimization over a wide search space. …"

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

Performance of classification model using 5-fold cross-validation (before FS). حسب Afnan M. Alhassan (18349378)

الموضوعات:

Rule-in and rule-out criteria provided by the machine learning algorithm. حسب Stephan Ellmann (314565)

الموضوعات:

Distribution of pro-group sizes before and after selecting the top 10 features. حسب Miray Unlu Yazici (14792680)

الموضوعات:

Automated Analysis of Astrocyte Cell Connectivity After Laser Ablation Using Machine Learning and Path-Finding Algorithms حسب Connor Lee (22327243)

"…The study integrates Cellpose 2.0 for automated segmentation of nuclei and cytoplasm with a heuristic A* path-finding algorithm to classify cellular connectivity. Multi-stack astrocyte images were collected before and after ablation, converted into tiff files, and processed to extract normalized calcium intensities. …"

AIF and VOF derived features used to feed the machine learning algorithms. حسب Ezequiel de la Rosa (11361108)

The comparison of TL before and after optimization. حسب Shangyang Jin (21772466)

The comparison of TL before and after optimization. حسب Shangyang Jin (21772466)

Machine learning algorithm parameters. حسب Namal Rathnayake (15361124)

Image_2_Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.tif حسب Changqiang Wei (11454415)

"…This profile underwent differential expression analysis, WGCNA, functional enrichment, and subsequent analysis of RPL gene expression using LASSO regression, SVM-RFE, and RandomForest algorithms for hub gene screening. …"

Image_1_Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.tif حسب Changqiang Wei (11454415)

"…This profile underwent differential expression analysis, WGCNA, functional enrichment, and subsequent analysis of RPL gene expression using LASSO regression, SVM-RFE, and RandomForest algorithms for hub gene screening. …"

Image_3_Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.tif حسب Changqiang Wei (11454415)

"…This profile underwent differential expression analysis, WGCNA, functional enrichment, and subsequent analysis of RPL gene expression using LASSO regression, SVM-RFE, and RandomForest algorithms for hub gene screening. …"

Comparison of loss function curves before and after improvement. حسب Xiaozhou Feng (2918222)

Model selection for machine learning algorithm based on microbial abundances. حسب Elio L. Herzog (11576876)

الموضوعات: "…applying independent algorithms…"