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selection algorithm » detection algorithms (Expand Search), prediction algorithms (Expand Search)
selection algorithm » detection algorithms (Expand Search), prediction algorithms (Expand Search)
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Algorithm flow of the IFE method.
Published 2025“…For this issue, we proposed a new sensor array optimization algorithm named Interfered Feature Elimination coupled with Feature Group Selection (IFE-FGS). …”
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AUC scores of anomaly detection algorithms.
Published 2025“…<div><p>Anomaly detection plays a crucial role in fields such as information security and industrial production. …”
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Recall scores of anomaly detection algorithms.
Published 2025“…<div><p>Anomaly detection plays a crucial role in fields such as information security and industrial production. …”
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Data Sheet 1_IGSA-SAC: a novel approach for intrusion detection using improved gravitational search algorithm and soft actor-critic.docx
Published 2025“…This study addresses these challenges by proposing a novel approach that combines the Improved Gravitational Search Algorithm (IGSA) with the Soft Actor-Critic (SAC) reinforcement learning algorithm, aiming to enhance detection accuracy and computational efficiency.…”
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F1-scores of anomaly detection algorithms.
Published 2025“…<div><p>Anomaly detection plays a crucial role in fields such as information security and industrial production. …”
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Overview of the Cell2Spatial algorithm.
Published 2025“…<p>The Cell2Spatial framework comprises seven fundamental components: data preprocessing, marker gene selection, similarity matrix construction, hotspot detection, deconvolution and cell count estimation, single-cell (SC) pre-assignment, and final mapping to spots (see “Materials and methods”). …”
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Overview of Algorithm 2.
Published 2025“…Therefore, using unsupervised anomaly detection methods to identify abnormal logs is a meaningful task. …”
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Fitness curves for each algorithm.
Published 2024“…Aiming at the problem of power quality disturbance detection and classification, this paper proposes a novel algorithm based on fast S-transform and crested porcupine optimizer (CPO) optimized CNN. …”
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Flowchart data balancing algorithm (SMOTE).
Published 2025“…This article presents the Regularised Memory Graph Attention Capsule Network (RMGACNet), an original architecture aiming at improving fraud detection using Bidirectional Long Short-Term Memory (BiLSTM) networks combined with advanced feature extraction and classification algorithms. …”