2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)最新文献

{"title":"Hybrid Intelligent Information Technology for Biomedical Image Processing","authors":"O. Berezsky, Sergiy Verbovyy, O. Pitsun","doi":"10.1109/STC-CSIT.2018.8526711","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526711","url":null,"abstract":"Inthe research study, the authors analyzed the intelligent information technologies, developed the structure of the hybrid intelligent system, and created the structures and models of convolutional neural networks. Computer experiments were conducted on the example of cytological and histological images.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115259539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Content Monitoring Method for Cut Formation of Person Psychological State in Social Scoring","authors":"L. Chyrun, Yaroslav Kis, V. Vysotska, L. Chyrun","doi":"10.1109/STC-CSIT.2018.8526624","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526624","url":null,"abstract":"Content monitoring is a process for an automated identification of important linguistic components in the Web content stream. This is semantic analysis of content streams with the purpose of obtaining the necessary qualitative/quantitative insights for an undefined period. The key constituent parts of content monitoring are content search and text content analysis. Content analysis is designed to search for relevant information in a set of content using linguistic semantic units. This unit of account is a quantitative measure of the analysis unit that allows recording the specific analysis criteria appearance frequency in the text (quantity of characters., lines., paragraphs., pages., copyright sheets., certain words or word combinations., text amount., etc.). The content analysis use in monitoring Internet information sources automates the process of finding the most important components in Web content streams while selecting data from these sources. This eliminates the information pollution., redundant results of content reservation., duplicate content., and more. This method is used in subsequent stages of semantic analysis for producing accurate results to further facilitate creation of unique content that is in demand. Based content monitoring content monitoring method for cut formation of person psychological state in social scoring is developed.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121199342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Decentralized Load Balancing Consensus Control in Distributed Computing Systems","authors":"L. Lyubchyk, Y. Dorofieiev","doi":"10.1109/STC-CSIT.2018.8526636","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526636","url":null,"abstract":"Load balancing problem using consensus control approach in distributed computing system is considered. A controlled multi-agent system used as a model of a distributed computing system. Decentralized approach to consensus load balancing control is stated on the basis of multi-agent system control with consensus voting local protocol concept development. Using the methods of invariant ellipsoids, local consensus control laws for each dynamic agent are designed and the problem is reduced to linear matrix inequalities solving. For multi-agent controlled system stability analysis, a comparison method is applied based on Lyapunov vector function approach.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121650245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Discrete-Event Modeling of the Critical Parameters of Functioning the Products of Infrastructure Projects at the Planning Stage","authors":"O. Zachko, Dmytro Kobylkin","doi":"10.1109/STC-CSIT.2018.8526629","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526629","url":null,"abstract":"In the article a thorough analysis of existing researches concerning models, methods and mechanisms of infrastructure projects implementation, research of critical parameters influence to the project products, their modeling is conducted. The modern tendencies of large infrastructure projects implementation, in particular their products such as multifunctional complexes, shopping and entertainment complexes, offices of large business centers are described. A thorough analysis of recent research and publications pointed to the relevance of the research question and modeling of the critical parameters of infrastructure projects products operation at different stages of their implementation, in particular at the planning stage. The main methods of discrete-event modeling are considered. The place of the proposed approach in the set of basic methods of the theory and its practical application to the analysis of the evacuation efficiency from the objects of mass stay of people is determined. During the simulation, new methods were used, in particular, the methodology of simulating a particular event - the evacuation from the object with mass stay of people due to a notice of substitution, and a technique for modeling the functioning life cycle of object with mass stay of people. Were used the simulation modeling tools for infrastructure projects based on the Anylogic multi-agent modeling environment classes that allowed to visualize the project management process. Carrying out system analysis in the study pointed to the urgency of the tools use for modeling the critical parameters of functioning the products of infrastructure projects at the stage of project planning, which will allow to issues a comprehensive approach to security of objects with mass stay of people and objects of critical infrastructures. To the direction of further research, we can include studies of critical parameters of functioning the products of infrastructure projects at the stages of realization and functioning of the project in operation.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114256402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Classification of Images of Visual Objects Based on Statistical Relevance Measures of Their Structural Descriptions","authors":"V. Gorokhovatskyi, Gadetska Svitlana","doi":"10.1109/STC-CSIT.2018.8526727","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526727","url":null,"abstract":"A problem of classification of visual object images in the space of attributes of descriptors of special points is solved with representation of the description in cluster form and using of statistical measures to calculate relevance of descriptions. The analysis of specific application feature of statistical and metric classifiers in determining the level of relevance of structural descriptions is performed. Comparison of the characteristics of relevance measures on the calculated examples is performed. The Kullback-Leibler divergence is proposed to use as a universal and effective measure for the classification problem. The effectiveness of the proposed approach for application image dataset is shown.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133490816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Application of the Lean Startup Methodology in Project Management at Launching New Innovative Products","authors":"Nataliia Veretennikova, Roman Vaskiv","doi":"10.1109/STC-CSIT.2018.8526731","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526731","url":null,"abstract":"It is analyzed the Lean startup methodology and its application in launching new competitive, innovative products or business models. The particular attention is paid to methods for identifying the target audience and methods for confirming the hypotheses of the business model's effectiveness. The possibility of integration of Lean Startup methods is described, the essence of which is to maximize risk prevention and adaptation of marketing strategy, flexible methodology of Agile, breakdown of laborious tasks into simpler subtasks and Customer Development model, as well as testing a business model.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134187588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Cyber-Physical Systems Architectures and Modeling Methods Analysis for Smart Grids","authors":"S. Korotunov, G. Tabunshchyk, Carsten Wolff","doi":"10.1109/STC-CSIT.2018.8526726","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526726","url":null,"abstract":"The definition and main characteristics of the smart grids and cyber-physical systems are considered by the authors. A detailed review of the relevance of this topic and the main directions of development in this area is carried out in the paper. The review and analysis of the methods of modeling cyber-physical systems focusing on the cybernetic and physical subsystems is carried out by the authors. In the work, it is proposed and proved the urgency of the implementation of a smart grid in Zaporizhzhia region.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134335920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Adolescents Psychological Well-Being Estimation Based on a Data Mining Algorithm","authors":"S. V. Tyulyupo, A. Andrakhanov, B. A. Dashieva, A. Tyryshkin","doi":"10.1109/STC-CSIT.2018.8526628","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526628","url":null,"abstract":"Control of the risks for reducing mental health and psychological well-being of young people allows making timely managerial decisions aimed at reducing social tensions and increasing the safety of communities. Effective implementation of projects at the national and regional level is possible if there is relevant and dynamically updated information on the state of mental health of young people. The authors develop a special questionnaire for gathering initial data on psychological wellbeing of adolescents. However, for final conclusion about wellbeing, a qualified psychologist is needed who is not always available for organizations (especially for rural schools). In this regard, the use of methods of machine learning and data mining to create software that automatically assesses well-being according to results of respondents' responses is relevant. Within this study, the group method of data handling (GMDH) is used. The algorithm of twice-multilayered modified polynomial neural network with active neurons is applied to construct classifiers for 4 classes of well-being of schoolchildren. The data contain responses of about 200 adolescents aged 12–17 years from 11 rural schools. The results of this study demonstrate the percentage of correct classification for the two extreme classes of well-being (“well-being”, “not well-being”) not worse than 90% for an independent control sample of data.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134434246","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"On Class of Genetic Algorithms in Optimization Problems on Combinatorial Configurations","authors":"S. Yakovlev, Oleksii Kartashov, O. Yarovaya","doi":"10.1109/STC-CSIT.2018.8526746","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526746","url":null,"abstract":"The concept of the Euclidean combinatorial configuration as the mapping of an abstract set into an arithmetic Euclidean space is introduced. The problem of optimization on the set of Euclidean combinatorial configurations is formulated. The peculiarities of the application of genetic algorithms for solving this class of problems are considered. Principles of formation of the initial population, selection mechanisms, choice of crossover operators and mutation are described. The proposed approach is illustrated on the problem of combinatorial optimization on the set of permutations. Examples of the construction of various crossover operators for Euclidean permutation configurations are given.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115037552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Metamodeling as a Way to Universalization of Inductive Modeling Tools","authors":"Y. Savchenko, V. Stepashko","doi":"10.1109/STC-CSIT.2018.8526582","DOIUrl":"https://doi.org/10.1109/STC-CSIT.2018.8526582","url":null,"abstract":"The terminology and concept of metamodeling, examples of GMDH-based metamodels and ways to applying the principles of metamodeling for constructing models using the inductive approach are given. Metalearning is considered as a way to the adaptation of metamodels. An approach to the construction of a comprehensive inductive meamodeling system is proposed.","PeriodicalId":403793,"journal":{"name":"2018 IEEE 13th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125750873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}