Optimization of tracking parameters based on <i>P</i>_<i>swap</i>. حسب Benjamin Gallois (10131683)

Algorithm for generating hyperparameter. حسب Balraj Preet Kaur (20370832)

Results of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

ROC comparison of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Lightbgm. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Adaboost. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Lightbgm. حسب Balraj Preet Kaur (20370832)

Random forest with hyperparameter optimization. حسب Balraj Preet Kaur (20370832)

Best optimizer results of KNN. حسب Balraj Preet Kaur (20370832)

Best optimizer results of KNN. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Decision tree. حسب Balraj Preet Kaur (20370832)

Best optimizer result for Adaboost classifier. حسب Balraj Preet Kaur (20370832)

Best optimizer results for random forest. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Decision tree. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Extra tree. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Random Forest. حسب Balraj Preet Kaur (20370832)

Best optimizer result for Extra tree. حسب Balraj Preet Kaur (20370832)

Melanoma Skin Cancer Detection Using Deep Learning Methods and Binary GWO Algorithm حسب Hussein Ali Bardan (21976208)

"…This strategy </p><p dir="ltr">not only improves detection efficiency and accuracy but also supports early diagnosis and treatment planning, </p><p dir="ltr">leading to better patient outcomes. By leveraging the binary GWO algorithm to optimize the feature selection </p><p dir="ltr">process and CNNs for image classification, the proposed approach reduces computational costs while increasing </p><p dir="ltr">classification accuracy. …"

Results of KNN. حسب Balraj Preet Kaur (20370832)

Comparison of key techniques in their literature. حسب Balraj Preet Kaur (20370832)