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Open access Aug 2026

Pretrained Financial Language Model-Guided Multimodal Sensing with Hardware Provenance and Cross-Frequency Temporal Alignment for Event Prediction

Financial media risk is jointly driven by multisource content, including news reports, corporate announcements, social media posts, short videos, and livestreams, while content authenticity, propagation velocity, asset relevance, and trading infrastructure conditions can simultaneously influence short-term market fluct...

Si-Yu Chen, Zhen-Rui Tian, Chen-Yan Zhu et al. · 0 citations
#artificial intelligence Open access Feb 2026

A Data-Driven Multimodal Method for Early Detection of Coordinated Abnormal Behaviors in Live-Streaming Platforms

The proposed MM-FGDNet framework provides an effective and scalable data-driven artificial intelligence solution for early detection of coordinated abnormal behaviors in live-streaming systems and confirms the reliable identification of the "weak-signal” stage.

Jingwen Luo, Pinrui Zhu, Yi-Yan Wang et al. · 1 citation

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