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. …”

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

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

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

Histograms of various water quality parameters, including pH, Hardness, Solids, Chloramines, Sulfate, Organic Carbon, Trihalomethanes, Turbidity, and a binary portability check. by Amal H. Alharbi (21755906)

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

Adopted parameter ranges and the obtained best parameters via different algorithms. by Erdal Eker (19251018)

Statistical performance evaluation of algorithms and p-values obtained from Wilcoxon’s test. by Erdal Eker (19251018)

Samples of Dengue, Chukungunya, and Inconclusive cases, respectively, converted by the REFINED. by Leonides Medeiros Neto (10429179)

Prediction percentage distribution using different algorithms applied in our research. by Md Junayed Hossain (22615268)

Subjects:

A radar plot illustrating the comparison of the classification accuracy, cost values, and fitness values for the hybrids of BEOSA when applied to some high-dimensional datasets usi... by Olaide N. Oyelade (14047002)

A radar plot illustrating the comparison of the classification accuracy, cost values, and fitness values for the hybrids of BEOSA when applied to some medium-sized dimensional data... by Olaide N. Oyelade (14047002)

A radar plot illustrating the comparison of the classification accuracy, cost values, and fitness values for the hybrids of BEOSA when applied to some small-sized dimensional datas... by Olaide N. Oyelade (14047002)

The Derivation of a Matched Molecular Pairs Based ADME/Tox Knowledge Base for Compound Optimization by James A. Lumley (9464878)

“…We include details of an MMP fragmentation algorithm with associated statistical summarization methods for the derivation of Transforms. …”

The Derivation of a Matched Molecular Pairs Based ADME/Tox Knowledge Base for Compound Optimization by James A. Lumley (9464878)

“…We include details of an MMP fragmentation algorithm with associated statistical summarization methods for the derivation of Transforms. …”

Error case analysis using LIME visualization on cattle’s weight prediction. by Md Junayed Hossain (22615268)

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MAE, MAPE, MSE, RMSE, <i>R</i>² and Training Time (ms) for different algorithms utilised in this research. by Md Junayed Hossain (22615268)

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Here is the extracted cattle’s image from the original image using YOLOv5 algorithm, which accurately detects and isolates the cattle for further processing. by Md Junayed Hossain (22615268)

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Pressure-Stabilized Zinc Trifluoride by Shiyin Ma (5793191)

“…By combining the particle swarm optimization algorithm with first-principles calculation, the high-pressure phase diagram of Zn–F binary compounds was established. …”

Image10_Multi-objective-based economic and emission dispatch with integration of wind energy sources using different optimization algorithms.PNG by R. Lalhmachhuana (19684261)