Binary encoding scheme. حسب Binh Thanh Dang (12368831)

MSE for ILSTM algorithm in binary classification. حسب Asmaa Ahmed Awad (16726315)

Boxplots analysis of the tested algorithms using average error rate across 21 datasets. حسب Nebojsa Bacanin (13932723)

DE algorithm flow. حسب Ling Zhao (111365)

Test results of different algorithms. حسب Ling Zhao (111365)

Binary contingency table. حسب Lu Xiao (314030)

Accuracy and number of iterations for LSTM and ILSTM using KDDTest+ in binary classifications. حسب Asmaa Ahmed Awad (16726315)

Comparison between LSTM and ILSTM using LITNET-2020 in binary classification. حسب Asmaa Ahmed Awad (16726315)

Comparison between other methods in literature using KDDTest+ for binary classification. حسب Asmaa Ahmed Awad (16726315)

Proposed Algorithm. حسب Hend Bayoumi (22693738)

الموضوعات:

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

Comparisons between ADAM and NADAM optimizers. حسب Hend Bayoumi (22693738)

الموضوعات:

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

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

Comparison between LSTM, LSTM-BOA, LSTM-CBOA and ILSTM using KDDTest+ and KDDTest-21 in binary classification with average 10 runs. حسب Asmaa Ahmed Awad (16726315)

Summary of Notations Used in this paper. حسب Hend Bayoumi (22693738)

الموضوعات:

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)