Dr Tianxiang Cui

Research output

Research output per year 2013 2021 2022 2023 2024

• 26 Article
• 7 Conference contribution
• 1 Review article

Research output per year

Research output per year

Search results

• A hybrid combinatorial approach to a two-stage stochastic portfolio optimization model with uncertain asset prices

  Cui, T., Bai, R., Ding, S., Parkes, A. J., Qu, R., He, F. & Li, J., 1 Feb 2020, In: Soft Computing. 24, 4, p. 2809-2831 23 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • Portfolio Optimization 100%
  • Optimization Model 90%
  • Stochastic Optimization 85%
  • Market 31%
  • Scenarios 28%
  12 Citations (Scopus)

  30 Downloads (Pure)

• Analytics and machine learning in vehicle routing research

  Bai, R., Chen, X., Chen, Z-L., Cui, T., Gong, S., He, W., Jiang, X., Jin, H., Jin, J., Kendall, G., Li, J., Lu, Z., Ren, J., Weng, P., Xue, N. & Zhang, H., Jan 2023, (Published Online) In: International Journal of Production Research. 61, 1, p. 4 30 p.

  Research output: Journal Publication › Article › peer-review

  • Vehicle Routing 100%
  • Machine Learning 95%
  • Vehicle Routing Problem 89%
  • Vehicle routing 84%
  • Machine learning 53%
  25 Citations (Scopus)

• An efficient asymmetric nonlinear activation function for deep neural networks

  Chai, E., Yu, W., Cui, T., Ren, J. & Ding, S., 17 May 2022, In: Symmetry. 14, 5, 1027.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Activation Function 100%
  • Nonlinear Function 85%
  • Deep neural networks 82%
  • Neural Networks 79%
  • Chemical activation 75%
  9 Citations (Scopus)

• A pattern-based algorithm with fuzzy logic bin selector for online bin packing problem

  Lin, B., Li, J., Cui, T., Jin, H., Bai, R., Qu, R. & Garibaldi, J., 1 Sept 2024, In: Expert Systems with Applications. 249, part A

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Bins 100%
  • Fuzzy logic 79%
  • Fuzzy inference 47%
  • Scheduling 31%
  • Planning 28%

• Container port truck dispatching optimization using Real2Sim based deep reinforcement learning

  Jin, J., Cui, T., Bai, R. & Qu, R., 28 Nov 2023, (Published Online) In: European Journal of Operational Research. 315, 1, p. 161-175 15 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Dispatching 100%
  • Reinforcement Learning 91%
  • Container Port 83%
  • Container 74%
  • Trucks 66%

• Container terminal daily gate in and gate out forecasting using machine learning methods

  Jin, J., Ma, M., Jin, H., Cui, T. & Bai, R., Mar 2023, In: Transport Policy. 132, p. 163-174 12 p.

  Research output: Journal Publication › Article › peer-review

  • container terminal 100%
  • Container Terminal 88%
  • Machine Learning 88%
  • Learning Methods 83%
  • Container 68%
  2 Citations (Scopus)

• Enhancing environmental sustainability through corporate governance: the merger and acquisition perspective

  Zheng, D., Yuan, Z., Ding, S. & Cui, T., Dec 2021, In: Energy, Sustainability and Society. 11, 1, 41.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Mergers and acquisitions 100%
  • Corporate Governance 95%
  • merger 77%
  • corporate governance 75%
  • acquisition 69%
  4 Citations (Scopus)

• Equilibrium in a Bargaining Game of Two Sellers and Two Buyers

  Li, J., Cui, T. & Kendall, G., Aug 2022, In: Mathematics. 10, 15, 2705.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Bargaining 100%
  • Game 56%
  • Division 30%
  • Market 15%
  • Uniqueness 11%
  2 Citations (Scopus)

• Forecasting stock market return with nonlinearity: a genetic programming approach

  Ding, S., Cui, T., Xiong, X. & Bai, R., Nov 2020, In: Journal of Ambient Intelligence and Humanized Computing. 11, 11, p. 4927-4939 13 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  File

  • Financial markets 100%
  • Genetic programming 96%
  • Specifications 5%
  8 Citations (Scopus)

  25 Downloads (Pure)

• Futures volatility forecasting based on big data analytics with incorporating an order imbalance effect

  Ding, S., Cui, T. & Zhang, Y., Oct 2022, In: International Review of Financial Analysis. 83, 102255.

  Research output: Journal Publication › Article › peer-review

  • Order Imbalance 100%
  • Volatility Forecasting 90%
  • Futures Markets 70%
  • Big Data 69%
  • Jump 40%
  4 Citations (Scopus)

• Identifying generalizable equilibrium pricing strategies for charging service providers in coupled power and transportation networks

  Ye, Y., Wang, H., Cui, T., Yang, X., Yang, S. & Zhang, M. L., Dec 2023, In: Advances in Applied Energy. 12, 100151.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Electric vehicles 100%
  • Costs 41%
  • Renewable energy resources 25%
  • Decarbonization 22%
  • LSI circuits 20%
  3 Citations (Scopus)

• Identify patterns in online bin packing problem: an adaptive pattern-based algorithm

  Lin, B., Li, J., Bai, R., Qu, R., Cui, T. & Jin, H., Jul 2022, In: Symmetry. 14, 7, p. 1301

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Bin Packing Problem 100%
  • Bins 83%
  • Bin Packing 59%
  • Time 27%
  • Application 23%
  4 Citations (Scopus)

• Impact persistence of stock market risks in commodity markets: Evidence from China

  Ding, S., Yuan, Z., Chen, F., Xiong, X., Lu, Z. & Cui, T., Nov 2021, In: PLoS ONE. 16, 11 November, e0259308.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Shock 100%
  • China 92%
  • Volatilization 88%
  • Gold 33%
  • Zea mays 20%
  3 Citations (Scopus)

• Incorporating the RMB internationalization effect into its exchange rate volatility forecasting

  Ding, S., Cui, T. & Zhang, Y., Nov 2020, In: North American Journal of Economics and Finance. 54, 101103.

  Research output: Journal Publication › Article › peer-review

  • Renminbi 100%
  • Volatility Forecasting 99%
  • Internationalization 93%
  • Exchange Rate Volatility 86%
  • Monetary Policy 13%
  13 Citations (Scopus)

• Liquidity effects on oil volatility forecasting: From fintech perspective

  Ding, S., Cui, T., Zhang, Y. & Li, J., Nov 2021, In: PLoS ONE. 16, 11 November, e0260289.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Volatilization 100%
  • Oils 73%
  • Technology 11%
  • Genetic Selection 11%
  3 Citations (Scopus)

• Multiagent Deep Reinforcement Learning for Electric Vehicle Fast Charging Station Pricing Game in Electricity-Transportation Nexus

  Yang, X., Cui, T., Wang, H. & Ye, Y., 2024, (Accepted/In press) In: IEEE Transactions on Industrial Informatics. p. 1-11 11 p.

  Research output: Journal Publication › Article › peer-review

  • Reinforcement learning 100%
  • Electric vehicles 90%
  • Electricity 73%
  • Electric power distribution 45%
  • Costs 38%

• Multi-period portfolio optimization using a deep reinforcement learning hyper-heuristic approach

  Cui, T., Du, N., Yang, X. & Ding, S., Jan 2024, In: Technological Forecasting and Social Change. 198, 122944.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Deep Learning 100%
  • Heuristics 92%
  • Reinforcement Learning 91%
  • Psychology Reinforcement 78%
  • Portfolio Optimization 76%
  1 Citation (Scopus)

• Portfolio constructions in cryptocurrency market: A CVaR-based deep reinforcement learning approach

  Cui, T., Ding, S., Jin, H. & Zhang, Y., Feb 2023, In: Economic Modelling. 119, 106078.

  Research output: Journal Publication › Article › peer-review

  • Portfolio Construction 100%
  • Tail Risk 98%
  • Reinforcement Learning 95%
  • Cryptocurrency 92%
  • Conditional Value at Risk 85%
  17 Citations (Scopus)

• Real Economy Effects on Consumption-Based CAPM

  Zheng, D., Ding, S., Cui, T. & Jin, H., 1 Feb 2022, In: Mathematics. 10, 3, 360.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Capital Asset Pricing Model 100%
  • Costs 20%
  • Asset Pricing 13%
  • Empirical Analysis 11%
  • Stock Market 11%
  1 Citation (Scopus)

• Resampling Techniques Study on Class Imbalance Problem in Credit Risk Prediction

  Zhao, Z., Cui, T., Ding, S., Li, J. & Bellotti, A. G., Mar 2024, In: Mathematics. 12, 5, 701.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Credit Risk 100%
  • Resampling 76%
  • Prediction 54%
  • Classifiers 48%
  • Classifier 38%
  1 Citation (Scopus)

• ScatterHough: automatic lane detection from noisy LiDAR data

  Zeng, H., Jiang, S., Cui, T., Lu, Z., Li, J., Lee, B-G., Zhu, J. & Yang, X., 20 Jul 2022, In: Sensors. 22, 14, 5424.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Hough transforms 100%
  • Politics 69%
  • voting 68%
  • Error 63%
  • Curve fitting 48%
  1 Citation (Scopus)

• Supply chain management based on volatility clustering: the effect of CBDC volatility

  Ding, S., Cui, T., Wu, X. & Du, M., Dec 2022, In: Research in International Business and Finance. 62, 101690.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Volatility Clustering 100%
  • Currency 79%
  • Central Bank 68%
  • Supply Chain Management 63%
  • Learning Model 34%
  10 Citations (Scopus)

• The effects of commodity financialization on commodity market volatility

  Ding, S., Cui, T., Zheng, D. & Du, M., Oct 2021, In: Resources Policy. 73, 102220.

  Research output: Journal Publication › Article › peer-review

  • commodity market 100%
  • Financialization 72%
  • stock market 68%
  • volatility 67%
  • Commodity Markets 66%
  25 Citations (Scopus)

• The oil price-inflation nexus: The exchange rate pass- through effect

  Ding, S., Zheng, D., Cui, T. & Du, M., Sept 2023, In: Energy Economics. 125, 106828.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Exchange Rates 100%
  • Exchange Rate Pass-through 90%
  • Oil Prices 62%
  • Inflation 49%
  • Oils 45%
  5 Citations (Scopus)

• The role of feature importance in predicting corporate financial distress in pre and post COVID periods: Evidence from China

  Ding, S., Cui, T., Bellotti, A. G., Abedin, M. Z. & Lucey, B., Nov 2023, In: International Review of Financial Analysis. 90, 102851.

  Research output: Journal Publication › Article › peer-review

  • Financial Distress 100%
  • Prediction 57%
  • Financial Leverage 54%
  • Prediction Model 47%
  • China 46%
  6 Citations (Scopus)

• The time-varying impact of geopolitical risk on natural resource prices: The post-COVID era evidence

  Ding, S., Wang, K., Cui, T. & Du, M., Oct 2023, In: Resources Policy. 86, 104161.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Geopolitical Risks 100%
  • Natural Resources 70%
  • natural resources 58%
  • Time-varying 58%
  • natural resource 54%