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

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

MSE for ILSTM algorithm in binary classification. by 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. by Alba Pedro-Zapater (8600382)

Performance of traditional ML algorithms for optimal offloading scheme. by Shehr Bano (20421706)

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Performance of different ensemble algorithms for optimal partitioning policy. by Shehr Bano (20421706)

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Performance of traditional ML algorithms for optimal partitioning scheme. by Shehr Bano (20421706)

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Performance of different ensemble algorithms for optimal offloading policy. by Shehr Bano (20421706)

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Transient response of different algorithms-based 2-DOF PIDA controllers. by Erdal Eker (19251018)

Overall systemic risk in banking networks with different matching algorithms. by Bo Zhu (118038)

Steady-state response of different algorithms based 2-DOF PIDA controllers. by Erdal Eker (19251018)

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

Overview of the modeling approach using Marxan optimization algorithm. by Boris Salak (18340030)

Time domain performance metrics of different algorithms based 2-DOF PIDA controllers. by Erdal Eker (19251018)

Algorithm of the PbGA search for the optimal PbF. by Larasmoyo Nugroho (18078260)

“…<div><p>The PbGA-DDPG algorithm, which uses a potential-based GA-optimized reward shaping function, is a versatiledeep reinforcement learning/DRLagent that can control a vehicle in a complex environment without prior knowledge. …”

Optimized network structure. by Menaa Nawaz (14304920)

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

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Algorithmic differentiation improves the computational efficiency of OpenSim-based trajectory optimization of human movement by Antoine Falisse (6061601)

“…The primary aim of this study was to demonstrate the computational benefits of using AD instead of FD in OpenSim-based trajectory optimization of human movement. …”

Best convergence curves of the algorithms with respect to iteration number. by Erdal Eker (19251018)

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

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