Optimizing Kernel Transformations to Handle Binary Class Imbalanced Dataset Classification حسب Vaibhavi Patel (19843282)

Secure MANET routing with blockchain-enhanced latent encoder coupled GANs and BEPO optimization حسب Sandeep Jagonda Patil (22048337)

Classification performance after optimization. حسب Amal H. Alharbi (21755906)

ANOVA test for optimization results. حسب Amal H. Alharbi (21755906)

Wilcoxon test results for optimization. حسب Amal H. Alharbi (21755906)

Supplementary file 1_Encodings of the weighted MAX k-CUT problem on qubit systems.pdf حسب Franz G. Fuchs (22776248)

"…This study explores encoding methods for MAX k-CUT on qubit systems by utilizing quantum approximate optimization algorithms (QAOA) and addressing the challenge of encoding integer values on quantum devices with binary variables. …"

Pressure-Stabilized Zinc Trifluoride حسب Shiyin Ma (5793191)

Wilcoxon test results for feature selection. حسب Amal H. Alharbi (21755906)

Feature selection metrics and their definitions. حسب Amal H. Alharbi (21755906)

Statistical summary of all models. حسب Amal H. Alharbi (21755906)

Feature selection results. حسب Amal H. Alharbi (21755906)

ANOVA test for feature selection. حسب Amal H. Alharbi (21755906)

Classification performance of ML and DL models. حسب Amal H. Alharbi (21755906)

Machine Learning-Ready Dataset for Cytotoxicity Prediction of Metal Oxide Nanoparticles حسب Soham Savarkar (21811825)

"…</p><p dir="ltr"><b>Applications and Model Compatibility:</b></p><p dir="ltr">The dataset is optimized for use in supervised learning workflows and has been tested with algorithms such as:</p><p dir="ltr">Gradient Boosting Machines (GBM),</p><p dir="ltr">Support Vector Machines (SVM-RBF),</p><p dir="ltr">Random Forests, and</p><p dir="ltr">Principal Component Analysis (PCA) for feature reduction.…"