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| J. Mira, J. C. Herrero, A. E. Delgado, "Where is Knowledge in Computational Intelligence?: On the Reduction of the Knowledge Level to the Level Below," EUROMICRO Conference, vol. 2, pp. 20723, 24 th. EUROMICRO Conference Volume 2 (EUROMICRO'98), 1998. | |||
| BibTex | x | ||
| @article{ 10.1109/EURMIC.1998.708094, author = {J. Mira and J. C. Herrero and A. E. Delgado}, title = {Where is Knowledge in Computational Intelligence?: On the Reduction of the Knowledge Level to the Level Below}, journal ={EUROMICRO Conference}, volume = {2}, year = {1998}, issn = {1089-6503}, pages = {20723}, doi = {http://doi.ieeecomputersociety.org/10.1109/EURMIC.1998.708094}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - EUROMICRO Conference TI - Where is Knowledge in Computational Intelligence?: On the Reduction of the Knowledge Level to the Level Below SN - 1089-6503 SP EP A1 - J. Mira, A1 - J. C. Herrero, A1 - A. E. Delgado, PY - 1998 KW - null VL - 2 JA - EUROMICRO Conference ER - | |||
The fundamental conjecture in the present work is that it is actually possible to find effective procedures for reducing the knowledge level to the level below (from natural language to code) and vise-versa, if the knowledge is structured. In order to support this conjecture, we shall prove that this procedure exists and is reversible at least for the case of hierarchical classification and its associated problem solving method (PSM) ("established" and "refined"), according to Chandrasekaran's proposal and for neural networks.
As conclusions we shall emphasize two aspects, (1) the need of clarifying "where is the knowledge" in regard with any computation, and (2), our conviction that most of the work must be done by modelling knowledge on tasks and PSM's at the knowledge level and within the external observer's domain, there is where most of the knowledge remains, either it is said explicitly or not.