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Yuan-Yuan Fan

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Open access Aug 2026

Enhancing the objective identification of depression risk in university students via a hybrid intelligent multimodal assessment model

The objective assessment of mental health among university students is a critical prerequisite for effective early intervention, yet traditional diagnostic methodologies are frequently constrained by the inherent subjectivity of self-reporting. To overcome these limitations, this study proposes a novel hybrid intellige...

Zhanfeng Sun, Yuan-Yuan Fan · 0 citations
Open access Sep 2026

DCA-based multimodal fusion for robust recognition of adolescent sports and abnormal health behaviors

The proposed system and algorithms provide technical support for the sustainable design of dynamic monitoring systems in this field and achieve competitive recognition accuracy across the evaluated action categories, demonstrating its applicability and robustness in complex scenarios.

Di Dai, Yuan-Yuan Fan · 0 citations
Review Open access Aug 2026

Intelligent Machine Learning Techniques for Energy Consumption Forecasting in Smart Buildings—A Review

This work provides a comprehensive foundation for developing accurate, scalable, and comprehensible energy forecasting models for next-generation smart homes by integrating smart building system architecture, machine learning methodologies, ensemble techniques, and evaluation frameworks into a unified analytical perspe...

Amin Namvari Gharehbolagh, A. Kalam, Yuan-Yuan Fan · 0 citations

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