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Author

A. Cheema

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Open access Sep 2026

Learner emotion classification in online English instruction based on multimodal analysis

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 · 0 citations
Aug 2026

Effectiveness of machine learning and deep learning techniques for multi-horizon weather forecasting

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. · 0 citations
Open access Aug 2026

A Machine Learning-Based Decision Support System for Production Operations in Manufacturing Enterprises

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 · 0 citations
Review Open access Aug 2026

Analysis of User-Generated Content in Visitor Reviews of Tourist Attractions Using Semantic Similarity

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 · 0 citations

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