Deep Learning for Spatio-Temporal Data Mining: A Survey von Wang, Senzhang, Cao, Jiannong, Yu, Philip

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Time series classification based on multi-feature dictionary representation and ensemble learning von Bai, Bing, Li, Guiling, Wang, Senzhang, Wu, Zongda, Yan, Wenhe

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Convolutional LSTM based transportation mode learning from raw GPS trajectories von Nawaz, Asif, Zhiqiu, Huang, Senzhang, Wang, Hussain, Yasir, Khan, Izhar, Khan, Zaheer

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Extracting diverse-shapelets for early classification on time series von Yan, Wenhe, Li, Guiling, Wu, Zongda, Wang, Senzhang, Yu, Philip S.

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CANE: community-aware network embedding via adversarial training von Wang, Jia, Cao, Jiannong, Li, Wei, Wang, Senzhang

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Event detection and popularity prediction in microblogging von Zhang, Xiaoming, Chen, Xiaoming, Chen, Yan, Wang, Senzhang, Li, Zhoujun, Xia, Jiali

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Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data von Wang, Senzhang, Zhang, Xiaoming, Cao, Jianping, He, Lifang, Stenneth, Leon, Yu, Philip S., Li, Zhoujun, Huang, Zhiqiu

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GPS Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism von Nawaz, Asif, Huang, Zhiqiu, Wang, Senzhang, Akbar, Azeem, AlSalman, Hussain, Gumaei, Abdu

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Deep learning based origin-destination prediction via contextual information fusion von Miao, Hao, Fei, Yan, Wang, Senzhang, Wang, Fang, Wen, Danyan

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Improving the robustness of complex networks with preserving community structure von Yang, Yang, Li, Zhoujun, Chen, Yan, Zhang, Xiaoming, Wang, Senzhang

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CDLFM: cross-domain recommendation for cold-start users via latent feature mapping von Wang, Xinghua, Peng, Zhaohui, Wang, Senzhang, Yu, Philip S., Fu, Wenjing, Xu, Xiaokang, Hong, Xiaoguang

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Detecting Communities on Topic of Transportation With Sparse Crowd Annotations von Cao, Jianping, Wang, Senzhang, Wang, Hui

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Landmark Image Retrieval by Jointing Feature Refinement and Multimodal Classifier Learning von Zhang, Xiaoming, Wang, Senzhang, Li, Zhoujun, Ma, Shuai, Xiaoming Zhang, Senzhang Wang, Zhoujun Li, Shuai Ma

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Predicting Dynamic User–Item Interaction with Meta-Path Guided Recursive RNN von Liu, Yi, Yin, Chengyu, Li, Jingwei, Wang, Fang, Wang, Senzhang

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Mode Inference using enhanced Segmentation and Pre-processing on raw Global Positioning System data von Nawaz, Asif, Zhiqiu, Huang, Senzhang, Wang, Hussain, Yasir, Naseer, Amara, Izhar, Muhammad, Khan, Zaheer

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Mutual clustering on comparative texts via heterogeneous information networks von Cao, Jianping, Wang, Senzhang, Wen, Danyan, Peng, Zhaohui, Yu, Philip S., Wang, Fei-yue

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USFP: An unbalanced severe typhoon formation prediction framework based on transfer learning von Pan, Xiaotian, Wang, Xiang, Zhao, Chengwu, Wu, Jianping, Wang, Huizan, Wang, Senzhang, Chen, Sihao

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Predicting Ocean Temperature in High-Frequency Internal Wave Area with Physics-Guided Deep Learning: A Case Study from the South China Sea von Wu, Song, Zhang, Xiaojiang, Bao, Senliang, Dong, Wei, Wang, Senzhang, Li, Xiaoyong

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PGTransNet: a physics-guided transformer network for 3D ocean temperature and salinity predicting in tropical Pacific von Wu, Song, Bao, Senliang, Dong, Wei, Wang, Senzhang, Zhang, Xiaojiang, Shao, Chengcheng, Zhu, Junxing, Li, Xiaoyong

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TrafficGAN: Network-Scale Deep Traffic Prediction With Generative Adversarial Nets von Zhang, Yuxuan, Wang, Senzhang, Chen, Bing, Cao, Jiannong, Huang, Zhiqiu

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