A Fuzzy Case-Based Reasoning Model to Forecast Prices of Aquatic Products

Article Preview

Abstract:

Accurate prediction of aquatic product prices can improve the quality of business strategy of aquatic product market. Case-based reasoning (CBR) systems have long been intensively used in several areas of artificial intelligence. But it is difficult to cluster similar cases from case bases as there are uncertainties in knowledge representation, attribute description and similarity measures in CBR. To increase the efficiency and reliability of CBR, fuzzy theories have been combined with CBR. In this paper, fuzzy case-based reasoning (FCBR) has been developed to forecast the price of aquatic products.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

3-6

Citation:

Online since:

July 2012

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2012 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] X.S. Zhang, J. Zhang and Z.T. Fu: Comput. Eng. Vol. 8 (2004), p.65.

Google Scholar

[2] X.S. Zhang, J. Zhang, Z.T. Fu and W.S. Mu: J. Agri. Mech. Research Vol. 2 (2004), p.86.

Google Scholar

[3] Y.M. Yuan, H.Y. Zhang and Y.H. He: Chinese Fisheries Economics Vol. 6 (2005), p.30.

Google Scholar

[4] P.C. Chang, C.H. Liu and R.K. Lai: Expert System with Application Vol. 34 (2008), p. (2049).

Google Scholar

[5] H.C. Yuan, J. Ju, Y. Chen and M. Chen: Computing, Communication, Control and Management (2008).

Google Scholar

[6] L.X. Wang and J.M. Mendel: IEEE Transactions on systems, Man and Cybernetics Vol. 22 (1992), p.1414.

Google Scholar

[7] N.D. Singpurwalla and J.M. Booker: J. American Statistical Association Vol. 99 (2004), p.867.

Google Scholar

[8] L.D. Xu: IEEE Potentials Vol. 13 (1994), p.10.

Google Scholar

[9] A. Aamodt and E. Plaza: AI Communications Vol. 7 (1994), p.39.

Google Scholar

[10] G.R. Finnie, G.E. Wittig and J.M. Desharnais: J. Systems and Software Vol. 39 (1997), p.281.

Google Scholar

[11] G.H. Kim, S.H. An and K.I. Kang: Building and Environment Vol. 39 (2004), p.1235.

Google Scholar

[12] N.J. Yau and J.B. Yang: Automation in Construction Vol. 7 (1998), p.271.

Google Scholar

[13] P.C. Chang and C.Y. Lai: Expert Systems with Applications Vol. 29 (2005), p.183.

Google Scholar

[14] F.F. Riverola, J.M. Corchado and J.M. Torres: Advances in Case-Based Reasoning Vol. 2416 (2002), p.519.

Google Scholar

[15] M. Oussalah, H.T. Nguyen and V. Kreinovich: Proceedings of the 10th IEEE International Conference on Fuzzy Systems Vol. 2 (2001), p.884.

Google Scholar