{"title":"Using machine learning to assess efficiency of tuberculosis service","authors":"K. Shakhgeldyan, D. V. Gmar, B. Geltser","doi":"10.1109/RPC.2017.8168091","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168091","url":null,"abstract":"The purpose of the study was to assess the impact of the availability of TB care on the TB epidemic process. Processing and analysis were performed using methods of machine learning: cluster analysis, linear regression analysis and autoregressive models. It is shown that clusters with the severe epidemic situation are characterized by low staff availability in all its indicators and vice versa. The staff availability of TB care is the most important factor affecting the TB process.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133362607","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}
Juliano B. Prettz, J. P. J. D. Da Costa, J. Alvim, R. K. Miranda, M. Zanatta
{"title":"Efficient and low cost MIMO communication architecture for smartbands applied to postoperative patient care","authors":"Juliano B. Prettz, J. P. J. D. Da Costa, J. Alvim, R. K. Miranda, M. Zanatta","doi":"10.1109/RPC.2017.8168055","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168055","url":null,"abstract":"Frequently, postoperative patient care requires a long period of observation in hospitals by the medical board. During this observation period, the medical board manually inserts time to time vital information of the patients into the medical information system. Such manual procedure can be improved and become more reliable if the patients are equipped with wearable devices that allow the real-time data acquisition and the data processing by machine learning systems. In this work, we propose an efficient and low cost monitoring system for postoperative patient care based on commercial smartbands. Since the current smartbands are restricted to single input single output (SISO) communication, i.e. only one smartband can connect to one smartphone in a short distance range, we propose to expand the commercial smartband capability to a multiple input multiple output (MIMO) communication by proposing a new architecture based on a signal concentrator. According to our experimental results, our proposed architecture with a single concentrator allows a 248: N communication, i.e. the simultaneous usage of 248 smartbands in a same room and the data collected data is transmitted to any number N of physicians without distance restrictions. By considering a system with multiple concentrators, we also propose an M:N architecture communication for smartbands.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127338650","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":"Methodology for the development of ontologies for thematic intelligent scientific internet resources","authors":"Y. Zagorulko, O. Borovikova, G. Zagorulko","doi":"10.1109/RPC.2017.8168097","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168097","url":null,"abstract":"The paper presents the methodology used to develop ontologies for thematic intelligent scientific Internet resources (ISIR). ISIR provide content-based access to systematized scientific knowledge and information resources of a certain field of knowledge, as well as to the information processing and analysis facilities related to this field. Ontology is used in ISIR not only to formalize, describe and systematize heterogeneous knowledge and resources, but also to organize convenient access to them. Building ontologies that have these properties is a very complex and time-consuming process. To facilitate it, we have proposed a methodology that includes a set of techniques and patterns of ontology development, as well as an original method for constructing the ontology of the thematic ISIR on the basis of a representative set of base ontologies. The application of this methodology is demonstrated on the example of developing ontology for the ISIR on decision support.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121649946","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":"Neural network modeling of LRE combustion chambers both thermal and hydrodynamics processes","authors":"A. Kretinin, Y. Bulygin, S. L. Podval'nyi","doi":"10.1109/RPC.2017.8168081","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168081","url":null,"abstract":"Some problems of thermodynamic, hydraulic and thermal calculations of the thermal state analysis and performance of the liquid-propellant rocket engine design using neural network modeling are detected. There are presented some applications of neural-network algorithms using in thermal calculations of the LRE chamber such as the simulation of hydraulic non-uniformity of fuel distribution among the sprayers of LRE mixing devices.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131949189","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":"Risk assessment for poorly formalized technological process","authors":"D. Pechenkin, I. Shcherbatov, O. Protalinskiy","doi":"10.1109/RPC.2017.8168084","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168084","url":null,"abstract":"Management of technological process in real time is associated with the emergence of risks related not only with the technical component work of a hazardous production facility, but also inaccurate or untimely assessments pre-emergency or emergency situations on the part of staff. In this article, the proposed methodology is focused on the process of obtaining elemental sulfur by Claus method used at Astrakhan gas condensate complex. We substantiate the expediency of fuzzy logic application for risk assessment of technological processes and control these risks. Application of fuzzy models allows taking into account co-quantitative and qualitative characteristics of the managed objects and represent fuzzy description using fuzzy sets and linguistic variables. We selected risk factors for poorly formalized process, and determined the generalized indicator of quality. The model includes assessment of the operator's actions accuracy and the level value of the process damage. The article shows a calculated example of the model functioning for some dangerous production object condition. It justifies the use of the proposed method as a tool to predict the risks and means of the emergencies prevention in the sulfur production.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128435052","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}
Ludmila P. Braginskaya, V. Kovalevsky, A. Grigoryuk, G. Zagorulko
{"title":"Ontological approach to information support of investigations in active seismology","authors":"Ludmila P. Braginskaya, V. Kovalevsky, A. Grigoryuk, G. Zagorulko","doi":"10.1109/RPC.2017.8168060","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168060","url":null,"abstract":"In this paper, the principles of organization of a scientific information system on active seismology providing a holistic view of the subject and various aspects of scientific activity are considered. The subject ontology of “Active Seismology” is used as the conceptual basis and information model for the system.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131930842","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":"AT-TECHNOLOGY workbench for knowledge-based systems development: New aspects of intelligent technology","authors":"G. Rybina, Y. Blohin, S. Parondzhanov","doi":"10.1109/RPC.2017.8168088","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168088","url":null,"abstract":"The work is focused on intellectualization of the development process of integrated expert systems basing on the the problem-oriented methodology and AT-TECHNOLOGY workbench. Basic intelligent software environment components like intelligent planner, reusable components, standard design procedures are described. Development process with use of intelligent technology is reviewed. An example development process of dynamic integrated expert system prototype is briefly given.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131936998","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":"Automatic search of the malicious messages in the internet of things systems on the example of an intelligent detection of the unnatural agents requests","authors":"A. Iskhakova, R. Meshcheryakov","doi":"10.1109/RPC.2017.8168074","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168074","url":null,"abstract":"The article considers one of the actual threats of the Internet of things related to the transmission of malicious or incorrect electronic messages between agents. Methods of the transmitted data automatic verification and filtering by some set of features in Internet systems of things are analyzed. Authors propose an approach to the intelligent detection of unnatural requests between agents, which could minimize the likelihood of the implementation of threats.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130402933","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}
A. Elizarov, A. Kirillovich, E. Lipachev, O. Nevzorova
{"title":"Semantic formula search in digital mathematical libraries","authors":"A. Elizarov, A. Kirillovich, E. Lipachev, O. Nevzorova","doi":"10.1109/RPC.2017.8168063","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168063","url":null,"abstract":"We are presenting semantic methods of search for mathematical objects in scientific publications. In particular, methods of search for mathematical formulas, as well as methods based on the logical structure of mathematical documents, are being discussed here. Based on the digital mathematical library Lobachevskii DML, created at Kazan Federal University in 2017, declared as Lobachevsky Year, we developed and tested new methods of search in digital collections of mathematical documents.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124011875","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":"Algorithm of restore shape of the object from the reflected UWB signal","authors":"S. Chernyshev","doi":"10.1109/RPC.2017.8168061","DOIUrl":"https://doi.org/10.1109/RPC.2017.8168061","url":null,"abstract":"Algorithm of reconstructing the shape of the object from the reflected UWB signal based on the mentioned reflections developed. This algorithm uses a discrete model of the object and allows to determine the wave reflection coefficients of local inhomogeneities which completely determine the shape of the object.","PeriodicalId":144625,"journal":{"name":"2017 Second Russia and Pacific Conference on Computer Technology and Applications (RPC)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132306131","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}