Flow chart of the Improved Kepler Orbital Algorithm (IKOA). حسب Hao Yang (328526)

Algorithm process. حسب 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. …"

Algorithm comparison. حسب 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. …"

Algorithm comparison. حسب 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. …"

Data propagation algorithm stages. حسب Fazia Akhtar (21453122)

الموضوعات:

Algorithm for layout stage. حسب Fazia Akhtar (21453122)

الموضوعات:

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

RFEcv algorithm flowchart. حسب Xinrui Wang (488330)

Feature selection using Boruta algorithm. حسب Shayla Naznin (13014015)

"…By enhancing prediction accuracy, the study aims to provide actionable insights for improving child survival outcomes in Bangladesh.</p><p>Methods</p><p>Multiple machine learning (ML) algorithms were applied to data from the 2022 Bangladesh Demographic Health Survey, including Random Forest, Decision Tree, K-Nearest Neighbors, Logistic Regression, Support Vector Machine, XGBoost, LightGBM and Neural Networks. …"

Observations that influence the accuracy of the algorithm. حسب Rabnawaz Khan (6509084)

Improved estimate of heart rate using RNN output. حسب Andrew McDonald (2307400)

الموضوعات:

Algorithm comparison. حسب Manxian Yang (20521600)

"…In the initial stage, unmanned aerial vehicles (UAVs) are employed to collect data from the field, which is then used to construct accurate farm models. …"

Filtered Labels after applying the data preparation algorithms. حسب Tanjim Taharat Aurpa (11250554)

Parallel HSMM algorithm structure. حسب Andrew McDonald (2307400)

الموضوعات:

Automated Analysis of Astrocyte Cell Connectivity After Laser Ablation Using Machine Learning and Path-Finding Algorithms حسب Connor Lee (22327243)

"…Astrocytes, critical glial cells in the central nervous system, exhibit calcium spikes in response to injury, but manual annotation of imaging data is time-consuming and prone to bias. The study integrates Cellpose 2.0 for automated segmentation of nuclei and cytoplasm with a heuristic A* path-finding algorithm to classify cellular connectivity. …"

Performance of machine learning algorithms. حسب Wenxue Liu (6877754)

The run time for each algorithm in seconds. حسب 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.…"

Dataset state after applying our data preparation algorithm. حسب Tanjim Taharat Aurpa (11250554)

The process of using the M.E.D.V.I.S. algorithm. حسب Hector Torres (11708207)

الموضوعات:

Comparative analysis of off-policy PPO algorithm and on-policy algorithm on the a) CSMAR and b) MorningStar datasets. حسب Cai Yuanqing (22513351)