Publications

    2020

  • Zhengya Sun, Cheng-Lin Liu, Jinghao Niu, Wensheng Zhang. Discriminative Structure Learning of Sum-Product Networks for Data Stream Classification. Neural Networks, 2020, Accepted. [Web]

    • 2019

  • Jinghao Niu et al., Inter-Patient ECG Classification with Symbolic Representations and Multi-Perspective Convolutional Neural Networks., IEEE journal of biomedical and health informatics, Accepted. [Web]
  • Jinghao Niu et al., Multi-Task Character-Level Attentional Networks for Medical Concept Normalization. Neural Processing Letters, 2019, 49(3): 1239-1256. [PDF] [Web]
  • Yongqiang Tang, Yuan Xie, Xuebing Yang, Jinghao Niu, Wensheng Zhang. Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering. IEEE Transactions on Knowledge and Data Engineering, 2019, Accepted. [Web]
  • Zewen He, Jinghao Niu, Junhong Ren, Wensheng Zhang. A Deep Learning Method for Heartbeat Detection in ECG Image. Chinese Intelligent Automation Conference (CIAC), 2019.

    • 2018

  • Jinghao Niu et al., Enhancing Knowledge Graph Completion with Positive Unlabeled Learning. 24th International Conference on Pattern Recognition (ICPR), 2018, pp. 296-301. [Poster] [Web]
  • Siheng Zhang, Wensheng Zhang, Jinghao Niu. Improving Short-Text Representation in Convolutional Networks by Dependency Parsing. Knowledge and Information Systems, 2018, 61(1): 463-484. [Web]

    • 2015

  • Jinghao Niu and Wei Zhang. Comparative Analysis of Statistical Models in Rainfall Prediction. IEEE International Conference on Information and Automation (ICIA), 2015, pp. 2187-2190. [Web]