The virtualized nature of online English instruction weakens affective interaction between teachers and learners. This study proposes a multimodal dialogue emotion recognition method based on a semantic-enhanced graph and develops an emotion classification framework optimized for the unique multimodal noise and implici...
Xiao-Li Huang, A. Cheema· PeerJ Computer Science· 0 citations
This study evaluated fourteen forecasting methods on five weather variables over four horizons in Islamabad and Chakwal, Pakistan to help researchers and meteorologists to better identify which methods work well operationally in localized regions.
Abdullah Sami, Muhammad Bilal, Usman Habib et al.· Meteorology and atmospheric...· 0 citations
Experiments show the Transformer-based Decision Support Network outperforms baselines like XGBoost and LSTM by up to 2% in R2 predictive accuracy with reduced training times, supporting efficient, cost-effective manufacturing operations.
Wei Huang, A. Cheema· Journal of Organizational an...· 0 citations
An integrated framework combining Topic-RoBERTa, topic-level semantic network analysis, and Graph Attention Networks (GAT) to extract experience topics and model their semantic associations and offer valuable insights for tourism management and service optimization is presented.
Ya-Wei Wu, Xin Liu, A. Cheema· Journal of Organizational an...· 0 citations
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