The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…”

Improve algorithm process. by Ziwei Wu (11386352)

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Algorithm process. by Wei Cui (92129)

“…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …”

Optimization process of BO algorithm. by Hoa Thi Trinh (20347834)

“…Bayesian optimization (BO) algorithms, including BO—Gaussian Process, BO—Random Forest, and Random Search methods, were used to refine the XGBoost model architecture. …”

Improve algorithm settings. by Hui Zhao (7395)

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BM3D algorithmic process. by Xiyu Zheng (21703063)

“…To enhance image clarity, we applied noise reduction using the BM3D algorithm. We employed an improved UNet network model that incorporates SimAM and PSA modules, forming three attention mechanisms: TandemAT-UNet, ParallelAT-UNet, and NestedAT-UNet. …”

Processed results from ECG data with the P-T algorithm. by Daehyun Kwon (11985629)

“…Reverse polar transformed spectrogram images such as (d) were used to train, validate, and test the deep CNN models in our study.…”

ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

Comparison of different optimization algorithms. by Hang Zhao (143592)

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Detection maps obtained using different algorithms for the Cri dataset. by Ruhan A (12403982)

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Algorithm training accuracy experiments. by Yingying Liu (360782)

Kappa coefficients for different algorithms. by Yingying Liu (360782)

Hyperparameters of self-supervised learning algorithms used in Experiments 1–5. by Lalit Pandey (13195488)

Detection maps obtained using different algorithms for the AVIRIS-II dataset. by Ruhan A (12403982)

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Detection maps obtained using different algorithms for the Grand Isle dataset. by Ruhan A (12403982)

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Detection maps obtained using different algorithms for the AVIRIS-I dataset. by Ruhan A (12403982)

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Computational Domain: The computational domain was discretized using conformal tetrahedral elements, resulting in a total of 926K elements. by Martina Bukač (20161460)

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Detection maps obtained using different algorithms for the abu-urban-3 dataset. by Ruhan A (12403982)

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Detection maps obtained using different algorithms for the abu-beach-2 dataset. by Ruhan A (12403982)

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Process of self-correcting fuzzy PID control algorithm for integrated irrigation of water and fertilizer. by Wanjun Zhang (496858)