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Ասլանյան Լ., Ռյազանով Վ., Սահակյան Հ., Асланян Л., Рязанов В., Саакян А.
Title:
Testor and Logic Separation in Pattern Recognition
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Creator:
Levon H. Aslanyan ; Sahakyan, Hasmik A. ; Vladimir V. Ryazanov
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Uncontrolled Keywords:
Pattern recognition ; Discrete analysis ; Testor ; Logic separation
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Abstract:
This article is an outline of the first steps of formation of the discrete analytical approach (DAA) of the theoretical pattern recognition (PR) founded by Yu. I. Zhuravlev [2,15]. The “first step” time period covers 1965-75. The DAA domain is further developed into a large number of models and algorithms [1-38] . Hundreds of candidate and tens of doctoral theses were defended in the topic, and thousands of scientific papers were published since then. The essence of DAA is that it is based on the well-developed theory of discrete mathematical analysis and so it is interpretable in terms of input data structures and relations. In parallel to this, several alternative directions such as statistical theory, neural networks, and the structural recognition theory were under development.