Titlebook: Artificial Intelligence; 16th Russian Confere Sergei O. Kuznetsov,Gennady S. Osipov,Vadim L. Ste Conference proceedings 2018 Springer Natur

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Object-Oriented Application Design,ing to decide whether or not to extend credit, based on two analytical approaches: Na?ve Bayes and decision tree. Four independent factors were considered: the loan period, the net income of the applicant, the size of the loan, and other relevant characteristics of the potential borrower. Models wer

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Business Object Implementation,that the user can easily understand and interpret these rules, which makes fuzzy classifiers a useful modeling tool. A fuzzy classifier uses IF-THEN rules, with fuzzy antecedents (IF-part of the rule) and class labels in consequents (THEN-part of the rule). A method to constructing fuzzy classifiers

Corral

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Business Framework Implementation,mal Concept Analysis (FCA) providing a technique for bitset encoding of the objects and similarities between them. Using this encoding, a coupling Markov chain algorithm can generate a random sample of similarities. We provide a technique to accelerate convergence of the main algorithm by truncating

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Windows Presentation Foundation UI,cluding non-compositional phrases, multiword terms and their variants, light verb constructions, and others. We study several embedding-based features for phrases and their components and estimate their contribution to finding multiword expressions of different types comparing them with traditional

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Object-Oriented Application Design,ggregation of object attributes by a reduction of the attribute space dimension; a construction of hierarchical systems of composite criteria and an integral index of quality; ordering and/or classification of objects using several decision making methods. This technology was applied for solving har