Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247822
E. Kulida, V. Lebedev
The purpose of the report is to trace some current and potential trends in the development of artificial intelligence technologies in the field of solving problems of civil and military aviation
该报告的目的是追踪人工智能技术在解决民用和军用航空问题领域发展的一些当前和潜在趋势
{"title":"About the Use of Artificial Intelligence Methods in Aviation","authors":"E. Kulida, V. Lebedev","doi":"10.1109/MLSD49919.2020.9247822","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247822","url":null,"abstract":"The purpose of the report is to trace some current and potential trends in the development of artificial intelligence technologies in the field of solving problems of civil and military aviation","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127364461","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247709
A. Chursin, I. Promakhina
The work continues researches on self-financing of the coalition of borrowers. The main stages of work are stated: problem definition, examples of possible strategy, and computing experiments. A coalition of borrowers is being considered, which in its organizational structure looks like a traditional bank. We formulate a discrete-time model, and the corresponding control problem boils down to solving a bilevel optimization problem. The choice of optimal deposit and loan rates is proposed using the parameter space investigation method. The result of a computational experiment is given.
{"title":"The Effect of Coalition Compositions on Mortgage Lending Parameters","authors":"A. Chursin, I. Promakhina","doi":"10.1109/MLSD49919.2020.9247709","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247709","url":null,"abstract":"The work continues researches on self-financing of the coalition of borrowers. The main stages of work are stated: problem definition, examples of possible strategy, and computing experiments. A coalition of borrowers is being considered, which in its organizational structure looks like a traditional bank. We formulate a discrete-time model, and the corresponding control problem boils down to solving a bilevel optimization problem. The choice of optimal deposit and loan rates is proposed using the parameter space investigation method. The result of a computational experiment is given.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125901145","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247693
E. Sakrutina, A. Kalashnikov
The number of cybersecurity events in the world has grown significantly, and the most significant number of events falls on the objects of critical information infrastructure. The article considers the issues of risk formation and its assessment.
{"title":"Towards the Issue of the Cybersecurity Analysis of a Significant Object of Critical Information Infrastructure","authors":"E. Sakrutina, A. Kalashnikov","doi":"10.1109/MLSD49919.2020.9247693","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247693","url":null,"abstract":"The number of cybersecurity events in the world has grown significantly, and the most significant number of events falls on the objects of critical information infrastructure. The article considers the issues of risk formation and its assessment.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122561857","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247841
V. Ivanyuk, A. Tsvirkun
The paper discusses the methodology for forming an ensemble forecast based on statistical and nonlinear analysis methods. An example of forecasting financial time series based on an ensemble forecast is given.
{"title":"Ensemble Forecast Based on Neural and Statistical Analysis Methods","authors":"V. Ivanyuk, A. Tsvirkun","doi":"10.1109/MLSD49919.2020.9247841","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247841","url":null,"abstract":"The paper discusses the methodology for forming an ensemble forecast based on statistical and nonlinear analysis methods. An example of forecasting financial time series based on an ensemble forecast is given.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117316079","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247673
T. Gataullin, S. T. Gataullin, K. V. Ivanova
in this paper, some concepts of game theory are considered from the point of view of the synergetic effects of players ' participation in these games and a quantitative assessment of these synergetic effects is given on the example of cooperative games, which are a mathematical model describing various processes related to the distribution of monetary amounts between participants according to their position and the strength of participation in these processes.
{"title":"Synergetic Effects in Game Theory","authors":"T. Gataullin, S. T. Gataullin, K. V. Ivanova","doi":"10.1109/MLSD49919.2020.9247673","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247673","url":null,"abstract":"in this paper, some concepts of game theory are considered from the point of view of the synergetic effects of players ' participation in these games and a quantitative assessment of these synergetic effects is given on the example of cooperative games, which are a mathematical model describing various processes related to the distribution of monetary amounts between participants according to their position and the strength of participation in these processes.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129876965","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247738
V. Zenkov, Y. Molochkova, V. Molochkov, A. Khlebnikova, A. Glazkov
The approximation of the discriminant Anderson function at a point by a linear function in the feature space used in supervised learning allows us to estimate the posterior probabilities of classes at a point without using conditional probability distributions of feature classes and without using add-ons such as the Platt calibrator. We used the method of evaluating the posterior probability of a class to develop a computer program for differential diagnosis of oral lichen planus with oral leukoplakia and oral squamous cell carcinoma. Diagnosis by the posterior probabilities of diseases in the examined patient increases the reliability of the diagnosis and greatly facilitates the choice of treatment tactics.
{"title":"Estimation of Posterior Class Probabilities in the Problem of Differential Diagnostics of Diseases of the Mucous Membranes of the Oral Cavity","authors":"V. Zenkov, Y. Molochkova, V. Molochkov, A. Khlebnikova, A. Glazkov","doi":"10.1109/MLSD49919.2020.9247738","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247738","url":null,"abstract":"The approximation of the discriminant Anderson function at a point by a linear function in the feature space used in supervised learning allows us to estimate the posterior probabilities of classes at a point without using conditional probability distributions of feature classes and without using add-ons such as the Platt calibrator. We used the method of evaluating the posterior probability of a class to develop a computer program for differential diagnosis of oral lichen planus with oral leukoplakia and oral squamous cell carcinoma. Diagnosis by the posterior probabilities of diseases in the examined patient increases the reliability of the diagnosis and greatly facilitates the choice of treatment tactics.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126802449","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247684
N. Sizykh, Dmitry Sizykh
It’s proposed the model for constructing of flexible ratings by end-users and it is analyzed applying of special weights for indicating of consumer preferences by various factors depends on the considered object. There is developed an algorithm for the building of flexible ratings. Practical testing was carried out by applying of investment indicators.
{"title":"The Model for Building Flexible, Multidimensional Ratings Using Linear Preferences and Utility Theory","authors":"N. Sizykh, Dmitry Sizykh","doi":"10.1109/MLSD49919.2020.9247684","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247684","url":null,"abstract":"It’s proposed the model for constructing of flexible ratings by end-users and it is analyzed applying of special weights for indicating of consumer preferences by various factors depends on the considered object. There is developed an algorithm for the building of flexible ratings. Practical testing was carried out by applying of investment indicators.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114075461","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247682
A. Iskhakov, S. Iskhakov
The problems of data transformation in the security event management systems of robotic complexes and their negative influence on the development of correlation methods in such complexes are considered. The article offers the methodical support for building correlation rules and a modified model of the incident life cycle, taking into account the sources of events.
{"title":"Data Normalization Models in the Security Event Management Systems","authors":"A. Iskhakov, S. Iskhakov","doi":"10.1109/MLSD49919.2020.9247682","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247682","url":null,"abstract":"The problems of data transformation in the security event management systems of robotic complexes and their negative influence on the development of correlation methods in such complexes are considered. The article offers the methodical support for building correlation rules and a modified model of the incident life cycle, taking into account the sources of events.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121590708","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247833
Dmitry Sizykh
It is presented results of a comparative analysis of the effectiveness of various approaches in forming an investment portfolio are presented on the example of portfolios consisting of shares of the leading IT and telecommunications companies for the period 2015-2020. It is presented the modified variant of the Markowitz portfolio optimization model using the indicator of stable growth of stock prices.
{"title":"Performance Indicators Comparative Analysis of Stocks Investment Portfolios with Various Approaches to Their Formation","authors":"Dmitry Sizykh","doi":"10.1109/MLSD49919.2020.9247833","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247833","url":null,"abstract":"It is presented results of a comparative analysis of the effectiveness of various approaches in forming an investment portfolio are presented on the example of portfolios consisting of shares of the leading IT and telecommunications companies for the period 2015-2020. It is presented the modified variant of the Markowitz portfolio optimization model using the indicator of stable growth of stock prices.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127612290","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}
Pub Date : 2020-09-28DOI: 10.1109/MLSD49919.2020.9247654
V. Gusev, T. Dubovaya
By means of a method of mathematical modeling influence was investigated choline in a diet of rats on metabolic processes in an organism; dynamics of a nicotinic the acetylcholine expression of receptors of a brain was estimated. Selection of various schemes of application choline aimed to control reaction of an organism taking into account their purpose.
{"title":"Modeling of the Modes of Application the Food Choline","authors":"V. Gusev, T. Dubovaya","doi":"10.1109/MLSD49919.2020.9247654","DOIUrl":"https://doi.org/10.1109/MLSD49919.2020.9247654","url":null,"abstract":"By means of a method of mathematical modeling influence was investigated choline in a diet of rats on metabolic processes in an organism; dynamics of a nicotinic the acetylcholine expression of receptors of a brain was estimated. Selection of various schemes of application choline aimed to control reaction of an organism taking into account their purpose.","PeriodicalId":103344,"journal":{"name":"2020 13th International Conference \"Management of large-scale system development\" (MLSD)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125787186","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}
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