DBAFormer: A Double-Branch Attention Transformer for Long-Term Time Series Forecasting
Huang, Ji, Ma, Minbo, Dai, Yongsheng, Hu, Jie, Du, Shengdong
Published in Human-Centric Intelligent Systems (20.07.2023)
Published in Human-Centric Intelligent Systems (20.07.2023)
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Journal Article
Long sequence time-series forecasting with deep learning: A survey
Chen, Zonglei, Ma, Minbo, Li, Tianrui, Wang, Hongjun, Li, Chongshou
Published in Information fusion (01.09.2023)
Published in Information fusion (01.09.2023)
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Journal Article
A multi-view clustering algorithm based on deep semi-NMF
Wang, Dexian, Li, Tianrui, Huang, Wei, Luo, Zhipeng, Deng, Ping, Zhang, Pengfei, Ma, Minbo
Published in Information fusion (01.11.2023)
Published in Information fusion (01.11.2023)
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Journal Article
HiSTGNN: Hierarchical spatio-temporal graph neural network for weather forecasting
Ma, Minbo, Xie, Peng, Teng, Fei, Wang, Bin, Ji, Shenggong, Zhang, Junbo, Li, Tianrui
Published in Information sciences (01.11.2023)
Published in Information sciences (01.11.2023)
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Journal Article
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction
Xie, Peng, Ma, Minbo, Li, Tianrui, Ji, Shenggong, Du, Shengdong, Yu, Zeng, Zhang, Junbo
Published in IEEE transactions on knowledge and data engineering (01.10.2023)
Published in IEEE transactions on knowledge and data engineering (01.10.2023)
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Journal Article
DeepWind: a heterogeneous spatio-temporal model for wind forecasting
Wang, Bin, Shi, Junrui, Tan, Binyu, Ma, Minbo, Hong, Feng, Yu, Yanwei, Li, Tianrui
Published in Knowledge-based systems (28.02.2024)
Published in Knowledge-based systems (28.02.2024)
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Journal Article
Cross-modal incongruity aligning and collaborating for multi-modal sarcasm detection
Wang, Jie, Yang, Yan, Jiang, Yongquan, Ma, Minbo, Xie, Zhuyang, Li, Tianrui
Published in Information fusion (01.03.2024)
Published in Information fusion (01.03.2024)
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Journal Article
A Text Annotation Tool with Pre-annotation Based on Deep Learning
Teng, Fei, Ma, Minbo, Ma, Zheng, Huang, Lufei, Xiao, Ming, Li, Xuan
Published in Knowledge Science, Engineering and Management (2019)
Published in Knowledge Science, Engineering and Management (2019)
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Book Chapter
Learning Time-Aware Graph Structures for Spatially Correlated Time Series Forecasting
Ma, Minbo, Hu, Jilin, Jensen, Christian S., Teng, Fei, Han, Peng, Xu, Zhiqiang, Li, Tianrui
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
Published in 2024 IEEE 40th International Conference on Data Engineering (ICDE) (13.05.2024)
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Conference Proceeding
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting
Ma, Minbo, Hu, Jilin, Jensen, Christian S, Teng, Fei, Han, Peng, Xu, Zhiqiang, Li, Tianrui
Year of Publication 26.12.2023
Year of Publication 26.12.2023
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Journal Article
Integrating Multi Spatial-Temporal Information with Globally Attentive Gated Convolutional Network for Transmission Line Icing Tension Prediction
Dai, Yongsheng, Yang, Li, Huang, Ji, Ma, Minbo, Li, Tianrui, Du, Shengdong
Published in 2023 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA) (26.04.2023)
Published in 2023 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA) (26.04.2023)
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Conference Proceeding
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction
Xie, Peng, Ma, Minbo, Li, Tianrui, Ji, Shenggong, Du, Shengdong, Yu, Zeng, Zhang, Junbo
Year of Publication 06.04.2022
Year of Publication 06.04.2022
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Journal Article
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting
Ma, Minbo, Xie, Peng, Teng, Fei, Li, Tianrui, Wang, Bin, Ji, Shenggong, Zhang, Junbo
Year of Publication 22.01.2022
Year of Publication 22.01.2022
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Journal Article
A Sentence-RCNN embedding model for Knowledge Graph Completion
Ma, Minbo, Teng, Fei, Zhong, Wen, MA, Zheng
Published in 2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) (01.11.2019)
Published in 2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) (01.11.2019)
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Conference Proceeding