Reference:

Timo Honkela. Adaptive and holistic knowledge representations using self-organizing maps. In Z. Shi, B. Faltings, and M. Musen, editors, Proceedings of IIP'2000, International Conference on Intelligent Information Processing, pages 81–86. IFIP, 2000.

Abstract:

This paper discusses the need for adaptivity and gradience in knowledge representation systems. Problems related to predetermined classification systems and to use of fixed semantic primitives are presented. The qualities of the Kohonen's self-organizing map algorithm are considered as knowledge representation formalism useful especially in complex and conceptually dynamic domains.

Suggested BibTeX entry:

@inproceedings{Honkela2000iip,
    author = {Timo Honkela},
    booktitle = {Proceedings of IIP'2000, International Conference on Intelligent Information Processing},
    editor = {Z. Shi and B. Faltings and M. Musen},
    pages = {81-86},
    publisher = {IFIP},
    title = {Adaptive and Holistic Knowledge Representations Using Self-Organizing Maps},
    year = {2000},
}

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