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. …"

Flowchart of whale flock optimization algorithm. حسب Rongxin Gong (18864603)

"…<i>camphora</i> growth was established using the multiple linear regression (MLR), partial least squares (PLS), support vector regression (SVR), random forest (RF), radial basis function neural network (RBFNN), back propagation neural network (BPNN), and whale optimization algorithm (WOA)-optimized BPNN models. …"

Network architectures for single-agent task. حسب Hongjie Zhang (136127)

Schematic diagram of single-point crossing. حسب Jian Kong (164512)

Time(s) and GFLOPs savings of single-agent tasks. حسب Hongjie Zhang (136127)

"…Subsequently, we establish optimization objectives for single-agent and multi-agents inference, incorporating cost constraints based on the IMPALA and MAPPO frameworks, respectively. …"

Scores vs Skip ratios on single-agent task. حسب Hongjie Zhang (136127)

"…Subsequently, we establish optimization objectives for single-agent and multi-agents inference, incorporating cost constraints based on the IMPALA and MAPPO frameworks, respectively. …"

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. …"

Single agent and multi-agents tasks for <i>LazyAct</i>. حسب Hongjie Zhang (136127)

"…Subsequently, we establish optimization objectives for single-agent and multi-agents inference, incorporating cost constraints based on the IMPALA and MAPPO frameworks, respectively. …"

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)

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

Model selection for each clustering algorithm considered. حسب Luan Carlos de Sena Monteiro Ozelim (16914117)

الموضوعات:

The skip ratio curves of <i>LazyAct</i> with different <i>ϵ</i> in single-agent tasks. حسب Hongjie Zhang (136127)

The alpha(<i>α</i>) curves of <i>LazyAct</i> with different <i>ϵ</i> in single-agent tasks. حسب Hongjie Zhang (136127)

Linear-Scaling Local Natural Orbital CCSD(T) Approach for Open-Shell Systems: Algorithms, Benchmarks, and Large-Scale Applications حسب P. Bernát Szabó (10526316)

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. …"

Overview of GraphFP algorithm. حسب Qi Jiang (33521)

Radial dendrogram obtained from DBHT algorithm with Pearson correlation distance and generalization error similarity. حسب Luan Carlos de Sena Monteiro Ozelim (16914117)

الموضوعات:

More Numerical Precision for Less Compute Cost: Optimizing a Local Correlation Algorithm for Second Order Møller–Plesset Theory and Comparing against Pair Natural Orbital Methods... حسب Zhenling Wang (306377)

"…This work reports efforts to significantly improve a recent approach to local MP2 that is based on a single numerical threshold to control accuracy versus compute cost, and the use of localized orthogonal orbitals for both occupied and virtual spaces. …"