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Papers SGEM2018

All papers published in this subsection are part of SGEM2018 Conference Proceedings (ISSN 1314-2704). The SGEM Conference Proceedings are evaluated and indexed by Clarivate Analytics ISI Web of Science/ Web of Knowledge, SCOPUS, Engineering Village/Compendex, ProQuest, EBSCOhost, British Library, Springer Nature. Every paper is registered in CrossRef database and has its own DOI (Digital Object Identifier). Papers could be also found via Mendeley, CiteULike, Google Scholar and Russian eLibrary.ru (РИНЦ).

Articles in this section


AN APPROACH OF ENERGY RESOURCES CONTROL SYSTEM DESIGN (Papers SGEM2018)

Y. Koshlich, P. Trubaev, A. Belousov
Thursday 11 October 2018 by Libadmin2018
ABSTRACT The transition to advanced digital, intelligent production technologies, the creation of systems for processing big amounts of data, machine learning and artificial intelligence is caused, among other things, by the need to move to a new level of digital energetics, which ensures the (...)


AN EXAMINATION OF THE IMPACT OF ENVIRONMENTAL VARIABLES ON SHOPPING BEHAVIOR OF CUSTOMERS IN A GROCERY STORE IN JAPAN (Papers SGEM2018)

M. Kholod
Thursday 11 October 2018 by Libadmin2018
ABSTRACT The advancement of tracking technologies such as RFID (Radio Frequency Identification) in recent years supported the study area of shopping behavior of consumers in retailing setting has globally regained increased interest. However, only few studies have attempted to analyze consumer (...)


AN IT PLATFORM AS A TOOL FOR ANALYSING THE WORK OF MINING MACHINES (Papers SGEM2018)

J. Brodny, M. Tutak
Thursday 11 October 2018 by Libadmin2018
ABSTRACT The machines used in hard coal mining must exhibit very good technical, safety and reliability parameters. These parameters determine their efficiency, operational safety and effectiveness of the entire production process. The last several decades have seen increased mechanisation of (...)


ANALYSIS OF CHARACTERISTICS OF THE DATA PROCESSING IN SOFTWARE SYSTEMS WITH NON-UNIFORM LOAD. (Papers SGEM2018)

L.A. Muravyeva-Vitkovskaya, I.V. Kalinin, S.J. Li
Thursday 11 October 2018 by Libadmin2018
ABSTRACT The paper deals with the problem of evaluating the characteristics of information systems at the design stage. In the design of ERP-systems the most interest characteristic is not the average time, but the probability of timely delivery of different type messsages (for example, (...)


ANALYSIS OF CONCRETE PAVEMENT DEFORMATIONS ON THE ROAD TEST SECTION (Papers SGEM2018)

J. Grosek, V. Chupik, I. Brezina, M. Janku
Thursday 11 October 2018 by Libadmin2018
ABSTRACT This paper describes an analysis of concrete pavement loading while taking into account deflections and deformations. Concrete pavements are generally durable and have low demands on maintenance within their whole lifecycle. The first part describes an experimental road test section (...)


ANALYZING OF GROUNDWATER LEVEL FLUCTUATION USING ARTIFICIAL NEURAL NETWORK WITH DIFFERENT TRAINING ALGORITHMS (Papers SGEM2018)

N. Denic, M. Alizimir, D. Petkovic, B. Stankovic
Thursday 11 October 2018 by Libadmin2018
ABSTRACT The estimation of groundwater levels in a basin is a very important factor for planning integrated management of groundwater and surface water resources. In this study, artificial neural network models have been developed for predicting and forecasting of groundwater level. The (...)


ANALYZING OF REFERENCE EVAPOTRANSPIRATION USING EXTREME LEARNING MACHINE APPROACH (Papers SGEM2018)

N. Denic, M. Alizimir, D. Petkovic, N. Kojic
Thursday 11 October 2018 by Libadmin2018
ABSTRACT Accurate prediction of reference evapotranspiration (ET0) is essential in water resources planning and management of irrigation systems. The ET0was determinate using the FAO-56 Penman-Monteith equation based on the weather data collected in Serbia during the period 1980-2010. The (...)


APPLICATION OF ARTIFICIAL NEURAL NETWORKS FOR IDENTIFICATION OF NON-NORMATIVE ERRORS IN MEASURING INSTRUMENTS FOR CONTROLLING THE INDUCTION SOLDERING PROCESS (Papers SGEM2018)

V. Tynchenko, A. Milov, V. Tynchenko, V. Bukhtoyarov, O. Antamoshkin
Thursday 11 October 2018 by Libadmin2018
ABSTRACT The paper deals with the problem of the influence of non-normative errors on the process of induction soldering of space vehicles waveguide paths. The application of the method of neural network modeling is proposed to solve the problem posed, which is a problem of classifying the (...)


APPLICATION OF MACHINE LEARNING FOR CHURN PREDICTION BASED ON TRANSACTIONAL DATA (RFM ANALYSIS) (Papers SGEM2018)

Y. Aleksandrova
Thursday 11 October 2018 by Libadmin2018
ABSTRACT Machine learning covers a wide set of supervised and unsupervised algorithms for solving prediction, classification and anomaly detection problems. One of the areas of their applications is for customer churn prediction. To build a model for predicting the switching of customers, data (...)


APPLICATION OF QUALITY MANAGEMENT METHODS IN DEFFECT ANALYSIS OF AIR CONDITIONER (Papers SGEM2018)

G. Bogdanovska, J. Kacur, P. Flegner, M. Durdan
Thursday 11 October 2018 by Libadmin2018
ABSTRACT The customer expects the quality and reliability of purchased devices. Every defect on the device causes loss of brand confidence and customer dissatisfaction. Customer satisfaction is, however, the best indicator of how likely customers will continue to buy in the future. If an (...)


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