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

الموضوعات:

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

الموضوعات:

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

الموضوعات:

ROC curve for binary classification. حسب Nicodemus Songose Awarayi (18414494)

"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"

Confusion matrix for binary classification. حسب Nicodemus Songose Awarayi (18414494)

"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"

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

"…Pixel paths were classified using a z-score brightness threshold of 1.21, optimized for noise reduction and accuracy. The A* algorithm then evaluated connectivity by minimizing Euclidean distance and heuristic cost between cells. …"

The illustration depicts our CQ-CNN architecture for binary image classification. حسب Mominul Islam (3513758)

Prediction performance of the EGA-BPNN model with different numbers of hidden layer nodes. حسب Xiying Wang (4859998)

الموضوعات:

Dataset 2: Zip file containing the Tables of the presented method and results حسب Suchismita Behera (22027316)

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

الموضوعات:

Partial comparison of flow prediction results between single and dual water level models under the BPNN. حسب Xiying Wang (4859998)

الموضوعات:

Genetic algorithm flowchart. حسب Wenguang Li (6528113)

"…Combined with the better-performing LightGBM model and random forest model, a two-layer Stacking model was constructed. This model not only outperforms single machine learning models in predictive effect but also provides a new idea and method in the field of model integration. (3) Shapley value analysis identified features that have a significant impact on the prediction of diabetes, such as age and body mass index. …"

Dataset 1: Zip file containing the figures of the presented methods and results in jpeg files حسب Suchismita Behera (22027316)

"…<p dir="ltr">Figures represented here illustrates the <b>metaheuristic-based band selection framework</b> for hyperspectral image classification using <b>Binary Jaya Algorithm enhanced with a mutation operator</b> to improve population diversity and avoid premature convergence. …"

The Search process of the genetic algorithm. حسب Wenguang Li (6528113)

"…Combined with the better-performing LightGBM model and random forest model, a two-layer Stacking model was constructed. This model not only outperforms single machine learning models in predictive effect but also provides a new idea and method in the field of model integration. (3) Shapley value analysis identified features that have a significant impact on the prediction of diabetes, such as age and body mass index. …"

Active force of 10 pN for various initial cell separation distances demonstrates an optimal initial distance. حسب Kai Liu (159026)

Genetic algorithm iteration data chart. حسب Wenguang Li (6528113)

"…Combined with the better-performing LightGBM model and random forest model, a two-layer Stacking model was constructed. This model not only outperforms single machine learning models in predictive effect but also provides a new idea and method in the field of model integration. (3) Shapley value analysis identified features that have a significant impact on the prediction of diabetes, such as age and body mass index. …"

NSGA Ⅲ algorithm. حسب Yanlin Zhao (251552)

"…<div><p>This paper investigates the layout optimization of multi-layer circular manufacturing cells (MCMC), a topic that has garnered limited attention compared to single-layer circular manufacturing cells (SCMC). …"

A new fast filtering algorithm for a 3D point cloud based on RGB-D information حسب Chaochuan Jia (7256237)

"…Then, the optimal segmentation threshold of the V image that is calculated by using the Otsu algorithm is applied to segment the color mapping image into a binary image, which is used to extract the valid point cloud from the original point cloud with outliers. …"

Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment حسب Jianfang Cao (1881379)

"…<div><p>An image classification algorithm based on adaptive feature weight updating is proposed to address the low classification accuracy of the current single-feature classification algorithms and simple multifeature fusion algorithms. …"

Example of sample data. حسب Xiying Wang (4859998)

الموضوعات: