Publications on Time Series Prediction

• Time Series Prediction Using Committees of Evolutionary Neural Trees, Zhang, B.-T. and Joung, J.-G., Engineering Applications of Artificial Intelligence, 2001. (accepted)
• Time Series Prediction Using Committee Machines of Evolutionary Neural Trees, Zhang, B.-T. and Joung, J.-G., Proceedings of the 1999 Congress on Evolutionary Computation (CEC99), vol. 1, pp. 281-286, 1999. [Full Paper]

• Bayesian Evolutionary Algorithms for Evolving Neural Tree Models of Time Series Data, Cho, D.-Y. and Zhang, B.-T., Proceedings of the 2000 Congress on Evolutionary Computation (CEC00), vol. 2, pp. 1451-1458, 2000. [Full Paper]
• Evolving Neural Trees for Time Series Prediction using Bayesian Evolutionary Algorithms, Zhang, B.-T. and Cho, D.-Y., Proceedings of the First IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks (ECNN2000), pp. 17-23, 2000. [Full Paper]
• Effects of Selection Schemes in Genetic Programming for Time Series Analysis, Kim, J.-J. and Zhang, B.-T., Proceedings of the 1999 Congress on Evolutionary Computation (CEC99), vol. 1, pp. 252-258, 1999. [Full Paper]
• Forecasting High-Frequency Financial Time Series with Evolutionary Neural Trees: The Case of Hang-Seng Stock Index, Chen, S.-H., Wang, H.-S., and Zhang, B.-T., Proceedings of the 1999 International Conference on Artificial Intelligence (IC-AI'99), pp. 437-443, 1999. [Full Paper]
• Evolutionary Neural Trees for Modeling and Predicting Complex Systems, Zhang, B.-T., Ohm, P., and Mühlenbein, H., Engineering Applications of Artificial Intelligence, vol. 10, no. 5, pp. 473-483, 1997. [Full Paper]
• Evolutionary Design of Neural Trees for Heart Rate Prediction, Zhang, B.-T. and Joung, J.-G., Soft Computing in Engineering Design and Manufacturing, pp. 93-102, Springer, 1997.