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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yong Peng

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Sep 2026

Contrastive Decoupling and Enhancement of Multi-view EEG Features for Imagined Speech Decoding.

Imagined speech decoding remains challenging in brain-computer interfaces (BCIs) due to the low signal-to-noise ratio and complex spatio-temporal-spectral structure of Electroencephalogram (EEG) data. Existing studies mainly rely on single-view features or simple fusion strategies, limiting their ability to capture div...

Zi-Jian Han, Zhao-Hu Liu, Honggang Liu et al. · 0 citations
2026

Adaptive Feature-Weighted Topological Manifold Graph Learning for Multi-View Data Clustering

Existing graph-based multi-view clustering methods commonly employ view weights as global multipliers over both local graph construction and cross-view consensus graph learning. Such a design may over-penalize weakly aligned views, thereby hindering adaptive feature selection and degrading view-specific manifold preser...

Yi-Fu Chen, Yihao Wang, Pengxin Xu et al. · 0 citations

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