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Jiao-Jiao Deng

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Open access 2026

Five-Region Rough Isolation Forest with Multi-Strategy Feature Optimization for High-Dimensional Anomaly Detection

A high-dimensional anomaly detection model, MSFO-EIF, integrating multi-strategy feature optimization with rough set modeling is proposed, outperforms other anomaly detection models, including KNN, LOF, IBBA-EIF, and RRSM, on multiple high-dimensional datasets.

Dongfang Wu, Jiao-Jiao Deng, Zhiwei Ye et al. · 0 citations
Open access Jul 2026

Safety-Constrained Deep Reinforcement Learning for Source–Load–Storage Coordinated Operation of Green Low-Carbon Data Centers

A safety-constrained deep reinforcement learning framework for source–load–storage coordinated operation of a grid-connected green data center and shows how separating reward learning, cumulative safety pricing, and one-step engineering projection changes low-carbon dispatch within the specified model.

Zheng Shi, Min Xu, Ziyu Fu et al. · 0 citations

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