Method and computer-based system for non-probabilistic hypothesis generation and verification
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United States of America Patent
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Jun 13, 2006
Grant Date -
May 27, 2004
app pub date -
Nov 17, 2003
filing date -
Sep 5, 2000
priority date (Note) -
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Abstract
The invention provides a method, apparatus and algorithm for data processing that allows for hypothesis generation and the quantitative evaluation of its validity. The core procedure of the method is the construction of a hypothesis-parameter, acting as an 'ego' of the non-biological reasoning system. A hypothesis-parameter may be generated either based on totality of general knowledge facts as a global description of data, or by a specially designed 'encapsulation' technique providing for generation of hypothesis-parameters in unsupervised automated mode, after which a hypothesis-parameter is examined for concordance with a totality of parameters describing objects under analysis. The hypothesis examination (verification) is done by establishing a number of copies of a hypothesis-parameter that may adequately compensate for the rest of existing parameters so that the clustering could rely on a suggested hypothesis-parameter. The method of this invention is based on the principle of the information thyristor and represents its practical implementation.
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