A generalised learning algorithm based on guard zones

Pathak, A. ; Pal, S. K. (1986) A generalised learning algorithm based on guard zones Pattern Recognition Letters, 4 (2). pp. 63-69. ISSN 0167-8655

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Official URL: http://linkinghub.elsevier.com/retrieve/pii/016786...

Related URL: http://dx.doi.org/10.1016/0167-8655(86)90025-5


An algorithm for learning class parameters using a restricted updating programme is described along with investigation of its convergence for optimum learning. The algorithm is a generalisation of some existing ones which were found to be useful for practical data.

Item Type:Article
Source:Copyright of this article belongs to International Association for Pattern Recognition.
Keywords:Guard Zone; Stochastic Convergence; Learning; Robust Estimates
ID Code:26130
Deposited On:06 Dec 2010 13:02
Last Modified:13 Jun 2011 06:12

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