Abstract
This paper deals with the application of segment procedure neural networks to predict harm status of horsetail-pine worm. A novel procedure neural networks is proposed to solve those problems which are related to certain distinct segments of procedure. It is indicated that this model is a generalized form of the known procedure neural networks, and it owns all properties of the known model. This paper also presents learning algorithms for the segment procedure neural networks. Horsetail-pine worm forecast is a hard work for forest experts, but it is a typical segment procedure problem. In this paper a segment procedure neural networks is applied to deal with this issue, and some simulation experiment results are presented.
This paper is supported by Zhejiang Nature Science Foundation (No.Y104107).
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He, X.G., Liang, J.Z.: Procedure neural networks. In: Proceedings of conference on intelligent information proceeding, 16th World Computer Congress 2000, pp. 143–146. Publishing House of Electronic Industry, Beijing, China (2000)
He, X.G., Liang, J.Z.: Some theoretic problems of procedure neural network. Engineering Science in China 2(12), 40–44 (2000)
He, X.G., Liang, J.Z., Xu, S.H.: Training and Application of Procedure Neural Network. Engineering Science in China 3(4), 31–35 (2001)
Liang, J.Z., Zhou, J.Q., He, X.G.: Procedure Neural Networks with Supervised Learning. In: 9th International Conference on Neural Information Processing, pp. 523–527. IEEE, Singapore (2002)
Jia, J., Liang, J.Z.: Orthodoxy Basis Functions and Convergence Property in Procedure Neural Networks. In: Rutkowski, L., Siekmann, J.H., Tadeusiewicz, R., Zadeh, L.A. (eds.) ICAISC 2004. LNCS (LNAI), vol. 3070, pp. 203–209. Springer, Heidelberg (2004)
Liang, J.Z., Wu, X.H.: Segment Procedure Neural Networks. In: IEEE International Conference on Granular Computing, vol. 2, pp. 526–529. IEEE, Beijing, China (2005)
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Liang, J., Wu, X. (2006). Worm Harm Prediction Based on Segment Procedure Neural Networks. In: Wang, GY., Peters, J.F., Skowron, A., Yao, Y. (eds) Rough Sets and Knowledge Technology. RSKT 2006. Lecture Notes in Computer Science(), vol 4062. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11795131_55
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DOI: https://doi.org/10.1007/11795131_55
Publisher Name: Springer, Berlin, Heidelberg
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