Confusion matrix representation of classification outcomes. by Abeer Aljohani (18497914)

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The parametric study of the confusion matrix values for different proportion of test samples vs number of nodes from the spectral space. by Abeer Aljohani (18497914)

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ROC and precision plots of SVM showing the details of accuracy. by Abeer Aljohani (18497914)

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Classification Report of the SVM classifier without using any window. by Abeer Aljohani (18497914)

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Accuracy of the support vector machines for different proportion of test samples. by Abeer Aljohani (18497914)

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Accuracy of the proposed method using SVM combined with the uniform window. by Abeer Aljohani (18497914)

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Classification Report of the SVM classifier using a uniform window. by Abeer Aljohani (18497914)

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Performance comparison of algorithms in ZDT5 and ZDT6 function tests. by Tao Dong (15551)

Comparison of algorithm performance in ZDT3 and ZDT4 function tests. by Tao Dong (15551)

Comparison of algorithm performance in ZDT1 and ZDT2 function tests. by Tao Dong (15551)

The pseudocode for the NAFPSO algorithm. by Huichao Guo (14515171)

“…A scheduling optimization model based on the particle swarm optimization (PSO) algorithm is proposed. …”

PSO algorithm flowchart. by Huichao Guo (14515171)

“…A scheduling optimization model based on the particle swarm optimization (PSO) algorithm is proposed. …”

Benchmark functions. by Peiwen Zhang (1863202)

Circulatory system-based optimization algorithm with dynamic penalty function for optimum design of large-scale water distribution networks by Veli Batmaz (20800175)

“…To address this challenge, a novel method called circulatory system-based optimization (CSBO) is proposed, which minimizes the need for algorithm-specific parameters and achieves optimal designs across WDNs of various scale. …”

Algorithm framework. by Zongjin Li (38031)

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Python code for a rule-based NLP model for mapping circular economy indicators to SDGs by Zahir Barahmand (18008947)

“…The package includes:</p><ul><li>The complete Python codebase implementing the classification algorithm</li><li>A detailed manual outlining model features, requirements, and usage instructions</li><li>Sample input CSV files and corresponding processed output files to demonstrate functionality</li><li>Keyword dictionaries for all 17 SDGs, distinguishing strong and weak matches</li></ul><p dir="ltr">These materials enable full reproducibility of the study, facilitate adaptation for related research, and offer transparency in the methodological framework.…”

Greedy optimization algorithm. by Alexis Bénichou (19832361)

Flowchart of DQN algorithm. by Jiandong Qiu (20389944)

Comparison of different algorithms. by Jiandong Qiu (20389944)

Main parameters of braking system. by Honglei Pang (22693724)

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