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PolyAnalyst data analysis technique and its specialization for processing data organized as a set of attribute values

Abstract: The data analysis techniques of the PolyAnalyst data mining system are based on the automated synthesis of functional programs treated as the multi-dimensional non-linear regression models. This approach provides the system with two valuable properties: 1) it can discover in data the hidden relations that might be of a great variety of forms, 2) it can explore arbitrarily complexly structured data if the corresponding data access primitives are provided.…
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Megaputer releases its new data mining product PolyAnalyst v2.01

PolyAnalyst is a convenient integrated environment for database exploration. It has a friendly object-oriented user interface. PolyAnalyst incorporates a set of powerful tools – exploration engines for intelligent data analysis. The main engine, Core PolyAnalyst, finds exact form of multi-parameter functional dependencies in data, expressing them as mathematical formulae and/or structural algorithms including IF and FOR blocks, as well as other constructions. A unique feature of PolyAnalyst is its ability to…
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Professor Meshalkin from the Central Institute of Mathematics in Economy in Moscow, Russia discusses using PolyAnalyst for market analysis

For many years various problems of analysis of financial markets are used as testing grounds for most advanced new technologies of Artificial Intelligence. Interest in such applications of Artificial Intelligence is kept hot by both, developers of Artificial Intelligence systems as well as potential users of these systems: financial organizations and individual investors, operating in securities markets. Their reasoning are the following. On one hand, forecast of dynamics of a…
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