Comparison between ILSTM and machine learning-based algorithms in binary classification. حسب Asmaa Ahmed Awad (16726315)

Comparison between ILSTM and deep learning-based algorithms in binary classification. حسب Asmaa Ahmed Awad (16726315)

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

"…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. The proposed algorithm has two phases: phase one involves training a conventional LSTM network to get initial weights, and phase two involves using the hybrid swarm algorithms, CBOA and PSO, to optimize the weights of LSTM to improve the accuracy. …"

Several loop patterns found in binary code. حسب Alba Pedro-Zapater (8600382)

The hyperparameters selected for CLPREM, as well as other settings of the model, were determined based on experience and testing. حسب Xiaorui Wu (8322705)

An improved Grey Wolf Optimization based heuristic initialization algorithm for feature selection in P2P lending default prediction حسب Muhammad Sam'an (20649621)

SVR and MLPR algorithm flow optimized by GridSearchCV. حسب Jintao Li (448681)

Flow chart of particle swarm algorithm. حسب Nour Eldeen Mahmoud Khalifa (19259450)

الموضوعات:

Ranking of Pareto set methods on the Banana dataset based on closeness to the optimal point. حسب Mohammed Shalaby (18297650)

Ranking of Pareto set methods on the USPS dataset based on closeness to the optimal point. حسب Mohammed Shalaby (18297650)

Hyperparameter search space used in the optimization of the Basic DeepInsight-CNN. حسب Leonides Medeiros Neto (10429179)

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)

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)

Ranking of Pareto set methods on the Adult9a dataset based on closeness to the optimal point. حسب Mohammed Shalaby (18297650)

A comparison among different optimizations and classifiers. حسب Nour Eldeen Mahmoud Khalifa (19259450)

الموضوعات:

Wrapper-based feature selection methods. حسب Xiaohua Zeng (793632)

Demonstration of algorithm convergence. حسب Quyuan Wang (8724972)

"…To maintain dynamic market equilibrium, we develop two types of pricing algorithms, one based on stepped price adjustments for selected sellers, and another based on smoothed adjustments for all sellers. …"

General procedural flow of clustering algorithm. حسب Sandeep Yerrathi (17775761)

"…The results show that AVOCA generates 40% less clusters when compared to the Clustering Algorithm Based on Moth-Flame Optimization for VANETs (CAMONET). …"

KNN algorithm flowchart. حسب Guilian Feng (18530806)

"…In order to improve the efficiency and accuracy of high-dimensional data processing, a feature selection method based on optimized genetic algorithm is proposed in this study. …"

MGA algorithm flowchart. حسب Guilian Feng (18530806)

"…In order to improve the efficiency and accuracy of high-dimensional data processing, a feature selection method based on optimized genetic algorithm is proposed in this study. …"