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I.2.6 LearningArticle STUDY THE QUALITY OF GLOBAL NEURAL MODEL WITH REGARD TO LOCAL MODELS OF ... Abstract: In the paper global modeling of complex systems with regard to quality of local models of simple plants is discussed. Complex systems consists of several sub-systems. As a global model mul 
I.2.7 Natural Language Processing Article STUDYING SPECIAL TEXT RUSSIAN CORPORA BY THE LEXICO-SYNTACTIC MODELS Abstract: The paper presents the results of automatic term extraction from a special text corpus (a collection of papers on corpus linguistics) by means of statistical methods (association measures)  
I.2.7 Natural Language Processing Article STUDYING SPECIAL TEXT RUSSIAN CORPORA BY THE LEXICO-SYNTACTIC MODELS Abstract: The paper presents the results of automatic term extraction from a special text corpus (a collection of papers on corpus linguistics) by means of statistical methods (association measures)  
G.3 PROBABILITY AND STATISTICS Article SUB-OPTIMAL NONPARAMETRIC HYPOTHESES DISCRIMINATING WITH GUARANTEED DECISION Abstract: We study the problem of testing composite hypotheses versus composite alternatives when there is a slight deviation between the model and the real distribution. The used approach, which we  
I.5.2 Design Methodology Article SUPPORT VECTOR MACHINES FOR CLASSIFICATION OF MALIGNANT AND BENIGN LESIONS Abstract: This paper presents an exploratory study of the effectiveness of support vector machines used as a tool for computer-aided breast cancer diagnosis. We explore the discriminatory power of het 
J. Computer Applications Article SURFACE PROFILE ANALYSIS PACKAGE Abstract: In the article it has been presented the Robust Gaussian regression filtering techniques. Several typical robust weight functions have been adopted and compared with each other. Next the su 
J.2 PHYSICAL SCIENCES AND ENGINEERING Article SYMMETRIZATION: RANKING AND CLUSTERING IN PROTEIN INTERFACES Abstract: Purely geometric arguments are used to extract information from three-dimensional structures of oligomeric proteins, that are very common biological entities stably made of several polypept 
I.2.0 General Article SYNTACTIC OPERATIONS – MODELING LANGUAGE FACULTY Abstract: We further develop the self-centered model of mental representations for language with the focus on the mechanisms underlying syntactic calculus and the construction of larger meaningful c 
C.0 GENERAL Article SYNTHESIS METHODS OF MULTIPLE-VALUED STRUCTURES ... Abstract: The basic construction concepts of many-valued intellectual systems, which are adequate to primal problems of person activity and using hybrid tools with many-valued of coding are considere 
I.5.1 Models Article SYNTHESIS OF CORRECTOR FAMILY WITH HIGH RECOGNITION ABILITY* Abstract: The model of recognizing procedures based on construction of family of logic correctors is proposed. For these purposes the genetic approach is used. This method allows, firstly, to reduce  
I.5 PATTERN RECOGNITION Article SYNTHESIS OF STRUCTURED MODELS OF COMPUTER SYSTEMS IN MEDICAL DIAGNOSIS Abstract: Method for structural identification of objects of diagnosis in design of computer systems to support decision-making in medicine at all stages of information transfer is developed. This ta 
I.5 PATTERN RECOGNITION Article SYNTHESIS OF STRUCTURED MODELS OF COMPUTER SYSTEMS ... Abstract: Method for structural identification of objects of diagnosis in design of computer systems to support decision-making in medicine at all stages of information transfer is developed. This ta 
I.2 ARTIFICIAL INTELLIGENCE Article System Analysis of Computational Intelligence Main Trends Abstract: The survey and analysis of new field in AI -computational intelligence (CI) is performed. The main components of CI- technologies, methods and applications are outlined, their interconnecti 
H.4.2 Types of Systems Article SYSTEM APPROACH TO ESTIMATION OF GUARANTEED SAFE OPERATION OF COMPLEX Abstract: A system approach to estimation of guaranteed safe operation of complex engineering systems is proposed. The approach is based on timely and reliable detection, estimation, and forecast of  
F.2 ANALYSIS OF ALGORITHMS AND PROBLEM COMPLEXITY Article SYSTEM MODIFICATION MODEL CREATING SYNTHESIS FOR ALGORITHM FORMULAS Abstract: An analysis of the basic system for the synthesis of formulas of algebra algorithms was conducted The need for a construction of an expanded system for computer synthesis that would allow s 
H.2.3 Languages Article SYSTEM OF INTELLIGENT SEARCH, CLASSIFICATION AND DOCUMENT SUMMARISATION FOR INTE Abstract: The article presents a description of alleged approaches to the implementation of data processing subsystem on Internet portal. Main problems are connected with exponential growth in number 
D.2.4 Software/Program VerificationArticle SYSTEM OF PROGRAMS PROVING Abstract: The paper is devoted to the methods of programs proving in the Insertion Modeling System IMS. Architecture and functional possibilities of IMS, the main notions of insertion modeling were pr 
J. Computer Applications Article SYSTEM OF SOFTWARE PRODUCTION MANAGEMENT Abstract: The paper presents the concept of managing the production and maintenance of software in a medium-sized and large business, whose main aims are: modeling, designing and analyzing production 
H. Information Systems Article SYSTEMOLOGICAL BASES OF BUSINESS INTELLIGENCE Abstract: Sustainable development support, balanced scorecard development and business process modeling are viewed from the position of systemology. Extensional, intentional and potential properties  
H. Information Systems Article SYSTEMOLOGICAL BASES OF MANAGEMENT CONSULTING Abstract: The problem of management consulting for sustainable development organization support is discussed. The problem is formally described by means of systemological terms. The mathematical prob 
D.2.1 Requirements/Specifications Article SYSTEMOLOGICAL BUSINESS MODELLING FOR INFORMATION SYSTEMS DEVELOPMENT Abstract: One of the effective ways of the representation and analysis of the high level-purposes and business requirements to the information program system is modelling of a context of the system f 

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