Multi-Attention Fusion Modeling for Sentiment Analysis of Educational Big Data von Guanlin Zhai, Yan Yang, Heng Wang, Shengdong Du

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A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning von Du, Shengdong, Li, Tianrui, Gong, Xun, Horng, Shi-Jinn

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RP-KGC: A Knowledge Graph Completion Model Integrating Rule-Based Knowledge for Pretraining and Inference von Guo, Wenying, Du, Shengdong, Hu, Jie, Teng, Fei, Yang, Yan, Li, Tianrui

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Graph Deep Active Learning Framework for Data Deduplication von Huan Cao, Shengdong Du, Jie Hu, Yan Yang, Shi-Jinn Horng, Tianrui Li

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DBAFormer: A Double-Branch Attention Transformer for Long-Term Time Series Forecasting von Huang, Ji, Ma, Minbo, Dai, Yongsheng, Hu, Jie, Du, Shengdong

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Deep Air Quality Forecasting Using Hybrid Deep Learning Framework von Du, Shengdong, Li, Tianrui, Yang, Yan, Horng, Shi-Jinn

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Multivariate time series forecasting via attention-based encoder–decoder framework von Du, Shengdong, Li, Tianrui, Yang, Yan, Horng, Shi-Jinn

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Medical Knowledge Graph to Promote Rational Drug Use: Model Development and Performance Evaluation von Liao, Xiong, Liao, Meng, Guo, Andi, Luo, Xinran, Li, Ziwei, Chen, Weiyuan, Li, Tianrui, Du, Shengdong, Jia, Zhen

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Urban flow prediction from spatiotemporal data using machine learning: A survey von Xie, Peng, Li, Tianrui, Liu, Jia, Du, Shengdong, Yang, Xin, Zhang, Junbo

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Urban big data fusion based on deep learning: An overview von Liu, Jia, Li, Tianrui, Xie, Peng, Du, Shengdong, Teng, Fei, Yang, Xin

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Fairness and accuracy in horizontal federated learning von Huang, Wei, Li, Tianrui, Wang, Dexian, Du, Shengdong, Zhang, Junbo, Huang, Tianqiang

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A knowledge graph completion model based on triple level interaction and contrastive learning von Hu, Jie, Yang, Hongqun, Teng, Fei, Du, Shengdong, Li, Tianrui

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A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data von Zhang, Pengfei, Li, Tianrui, Yuan, Zhong, Luo, Chuan, Wang, Guoqiang, Liu, Jia, Du, Shengdong

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A contrastive learning based universal representation for time series forecasting von Hu, Jie, Hu, Zhanao, Li, Tianrui, Du, Shengdong

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An effective relation-first detection model for relational triple extraction von Chen, Juan, Hu, Jie, Li, Tianrui, Teng, Fei, Du, Shengdong

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Deep linear graph attention model for attributed graph clustering von Liao, Huifa, Hu, Jie, Li, Tianrui, Du, Shengdong, Peng, Bo

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A multi-step forecasting model of online car-hailing demand von Teng, Fei, Teng, Jian, Qiao, Lu, Du, Shengdong, Li, Tianrui

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Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding von Liu, Jia, Li, Tianrui, Ji, Shenggong, Xie, Peng, Du, Shengdong, Teng, Fei, Zhang, Junbo

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Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction von Xie, Peng, Ma, Minbo, Li, Tianrui, Ji, Shenggong, Du, Shengdong, Yu, Zeng, Zhang, Junbo

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Deep learning on multi-view sequential data: a survey von Xie, Zhuyang, Yang, Yan, Zhang, Yiling, Wang, Jie, Du, Shengdong

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