Modeling Bitcoin Transaction Network via Structural Identity Representation

Research output

Research output per year 2023 2023 2023

• 8 Journal Article (refereed)

Research output per year

Research output per year

Search results

• 2023

  A novel dropout mechanism with label extension schema toward text emotion classification

  LI, Z., LI, X., XIE, H., WANG, F. L., LENG, M., LI, Q. & TAO, X., 1 Mar 2023, In: Information Processing and Management. 60, 2, 103173.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Simulation Mode 100%
  • Classification Task 66%
  • Emotion Category 66%
  • Schema Extension 66%
  • Objective Function 33%
  11 Citations (Scopus)

• A Transformer–Convolution Model for Enhanced Session-Based Recommendation

  WANG, J., XIE, H., WANG, F. L. & LEE, L.-K., 28 Apr 2023, In: Neurocomputing. 531, p. 21-33 13 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation Mode 100%
  • Convolutional Neural Network 50%
  • Long Distance Dependency 50%
  • Real World 25%
  • Good Performance 25%
  5 Citations (Scopus)

• Blockchain-Enhanced Smart Contract for Cost-Effective Insurance Claims Processing

  WANG, Q., LAU, R. Y. K., SI, Y. W., XIE, H. & TAO, X., 2023, In: Journal of Global Information Management. 31, 7, p. 1-21 21 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Contract Law 100%
  • Costs 100%
  • Authors 40%
  • Design 40%
  • Economic and Social Development 20%
  3 Citations (Scopus)

• DeepEmotionNet : Emotion mining for corporate performance analysis and prediction

  WANG, Q., SU, T., LAU, R. Y. K. & XIE, H., May 2023, In: Information Processing and Management. 60, 3, 103151.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning 100%
  • Application 100%
  • Emotion Detection 66%
  • Social Media 66%
  • Real World 33%
  13 Citations (Scopus)

• Jointly modeling intra- and inter-session dependencies with graph neural networks for session-based recommendations

  WANG, J., XIE, H., WANG, F. L., LEE, L.-K. & WEI, M., 1 Mar 2023, In: Information Processing and Management. 60, 2, 103209.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Graph Neural Network 100%
  • Representation 50%
  • Real World 25%
  • Nearest Neighbour 25%
  • Simulation Mode 25%
  19 Citations (Scopus)

• Leveraging deep learning for automatic literature screening in intelligent bibliometrics

  CHEN, X., XIE, H., LI, Z., ZHANG, D., CHENG, G., WANG, F. L., DAI, H.-N. & LI, Q., Apr 2023, In: International Journal of Machine Learning and Cybernetics. 14, 4, p. 1483-1525 43 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning 100%
  • Learning Ability 25%
  • Statistical Information 25%
  • Big Data Analytics 25%
  • Training Dataset 25%
  3 Citations (Scopus)

• Profit-based deep architecture with integration of reinforced data selector to enhance trend-following strategy

  LI, Y., ZHENG, Z., DAI, H.-N., WONG, R.C.-W. & XIE, H., Jul 2023, In: World Wide Web. 26, 4, p. 1685-1705

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning Method 100%
  • Deep Architecture 100%
  • Learning Method 100%
  • Stock Market 50%
  • Baseline Method 25%
  2 Citations (Scopus)

• Semi-supervised Sentiment Classification and Emotion Distribution Learning Across Domains

  CHEN, Y., RAO, Y., CHEN, S., LEI, Z., XIE, H., LAU, R. Y. K. & YIN, J., Jun 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 5, 30 p., 74.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Domains 100%
  • Factorization 60%
  • Sentiment Classification 60%
  • Simulation Mode 40%
  • Real World 20%