Abstract
This paper proposed a distributed KDD system allowing remote usage of expert knowledge. Its implementation on the base of polynomial neural networks is described. The system is an universal KDD tool as it can build decision-making models in any subject field. Its implementation as a webservice will allow third-party software developers to create specialized applications, which focus on neural knowledge base usage.
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5. References
Lugger, G. F. Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 2003, p. 864.
Bagresan, A. A., Kuprianov, M. S., Stepanenko, V. V., Holod, I. I. Methods and Models of Data Analyzing: OLAP and Data Mining.
Simon Haykin, Neural Networks a Comprehensive Foundation, 2006, p. 1104.
Timofeev, A. V., Methods of Creation of Diophantine Neural Networks with Minimal Complexity — RAS Report, 1995, Vol. 345 No.1, pp. 32–35.
Timofeev, A. V., Parallelism and Self-Organization in Polynomial Neural Networks for Image Recognition — Proceedings of the 7th International Conference on Pattern Recognition and Image Analysis: New Information Technologies (18–23 October, 2004, St. Petersburg), pp. 97–100, 2004.
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Timofeev, A.V., Azaletskiy, P.S., Myshkov, P.S., Kesheng, W. (2006). Neural Network System for Knowledge Discovery in Distributed Heterogeneous Data. In: Wang, K., Kovacs, G.L., Wozny, M., Fang, M. (eds) Knowledge Enterprise: Intelligent Strategies in Product Design, Manufacturing, and Management. PROLAMAT 2006. IFIP International Federation for Information Processing, vol 207. Springer, Boston, MA . https://doi.org/10.1007/0-387-34403-9_18
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DOI: https://doi.org/10.1007/0-387-34403-9_18
Publisher Name: Springer, Boston, MA
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