Nisha Singh Chauhan

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Publications (8)

• From Chunks to Graphs: Training-Free Multimodal Late Interaction for Document Understanding
  2027 DOI: 10.1007/978-3-032-36039-7_35
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• Recent Advancements in Traffic Flow Prediction: Review, Challenges and Future Research Directions
  ACM Transactions on Intelligent Systems and Technology 2026 DOI: 10.1145/3845983
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• Exploring Spatial–Temporal Correlations With Dual Stream Conv-GRU and Fuzzy-Inspired Attention Mechanism for Traffic Flow Prediction
  IEEE Transactions on Computational Social Systems 2026 DOI: 10.1109/TCSS.2025.3608812
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• STLTEformer: Spatio-Temporal Long-Term Embedding Transformer for Traffic Flow Prediction
  IEEE Transactions on Computational Social Systems 2026 DOI: 10.1109/TCSS.2025.3588266
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• Confined attention mechanism enabled Recurrent Neural Network framework to improve traffic flow prediction
  Engineering Applications of Artificial Intelligence 2024 DOI: 10.1016/j.engappai.2024.108791
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• A Novel Confined Attention Mechanism Driven Bi-GRU Model for Traffic Flow Prediction
  IEEE Transactions on Intelligent Transportation Systems 2024 DOI: 10.1109/TITS.2024.3375890
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• Novel Confined Attention-Enabled Hierarchical Bi-LSTM and Bi-GRU Fusion: A Multiscale Traffic Flow Prediction Application
  IEEE Transactions on Computational Social Systems 2024 DOI: 10.1109/TCSS.2024.3402735
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• Traffic Flow Forecasting Using Attention Enabled Bi-LSTM and GRU Hybrid Model
  2023 DOI: 10.1007/978-981-99-1648-1_42
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