Algorithm flow of the IFE method. by Jia Liu (41593)

“…For this issue, we proposed a new sensor array optimization algorithm named Interfered Feature Elimination coupled with Feature Group Selection (IFE-FGS). …”

Summary of the feature selection algorithms. by Martin Kostadinov (20410120)

Fitness curves for each algorithm. by Minan Tang (20389941)

“…Then, the CPO-CNN classification model is used for feature extraction and feature selection of the time-frequency diagrams and classification of multiple power quality disturbances. …”

Algorithm detection performance. by Kangning Li (6069629)

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Steps involved in genetic algorithm for feature selection. by Mohd Sakib (20565228)

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Details of multiple GWO algorithm variants. by Genliang Li (5816264)

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

“…Feature selection was performed using the Boruta algorithm and model performance was evaluated by comparing accuracy, precision, recall, F1 score, MCC, Cohen’s Kappa and AUROC.…”

Different algorithms for bearing defect detection performance. by Kangning Li (6069629)

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IRBMO vs. feature selection algorithm boxplot. by Chenyi Zhu (9383370)

“…To address this problem, this paper proposes an improved red-billed blue magpie algorithm (IRBMO), which is specifically optimized for the feature selection task, and significantly improves the performance and efficiency of the algorithm on medical data by introducing multiple innovative behavioral strategies. …”

Performance comparison of ML algorithms across multiple evaluation metrics. by Muhammad Tausif (12385892)

Comparative Analysis of Mitosis Detection Method. by Afnan M. Alhassan (18349378)

“…To tackle these issues, we hereby bring forth a specifically tailored Custom Deep Learning model, that assimilates hybrid CNN architecture into transfer learning and feature selection for improved mitotic detection. …”

Box plot the selected feature for weekends and weekdays in the dataset. by Mohd Sakib (20565228)

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Model structure of the Small_obj algorithm. by Kangning Li (6069629)

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Ablation study on the improved YOLOv5 algorithm. by Kangning Li (6069629)

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Model structural of the improved YOLOv5 algorithm. by Kangning Li (6069629)

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Results of the bearing defect detection. by Kangning Li (6069629)

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Time-frequency feature extraction flowchart. by Minan Tang (20389941)

“…Then, the CPO-CNN classification model is used for feature extraction and feature selection of the time-frequency diagrams and classification of multiple power quality disturbances. …”

The Pseudo-Code of the IRBMO Algorithm. by Chenyi Zhu (9383370)

“…To address this problem, this paper proposes an improved red-billed blue magpie algorithm (IRBMO), which is specifically optimized for the feature selection task, and significantly improves the performance and efficiency of the algorithm on medical data by introducing multiple innovative behavioral strategies. …”

Detection of tumor spatial domain using SKNY for multiple cancer types. by Shunsuke A. Sakai (13789939)

Comparison of the semantic features of the C2f module and SCF module; (a) Semantic feature map for C2f Module; (b) Semantic feature map of the SCF module. by Yazhou Li (277980)

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