Table of Contents
                                                Data Science

1. The information-mathematical system of the borrower’s solvency prediction
V.А. Alekseeva, Yu.E. Kuvayskova...………………….………………….……………………………………………………..1-4
DOI: 10.18287/1613-0073-2017-1903-1-4

2. Joint use of neural network technologies and decision trees for logical patterns exploration in data
V.N. Gridin, V.I. Solodovnikov…………………………………………………………………………………………………5-10
DOI: 10.18287/1613-0073-2017-1903-5-10

3. Control of component alterations according with the target efficiency of data processing and control system
V.E. Gvozdev, M.B. Guzairov, D.V. Blinova, A.S. Davlieva………………………………………………...……………….11-16
DOI: 10.18287/1613-0073-2017-1903-11-16

4. Generalized Model of Pulse Process for Dynamic Analysis of Sylov’s Fuzzy Cognitive Maps
R.A. Isaev, A.G. Podvesovskii………………………………………………………………..……………………………….17-23
DOI: 10.18287/1613-0073-2017-1903-17-23

5. Capabilities of the adaptive regression modeling package SSOR
G.R. Kadyrova, T.E. Rodionova..………………………………………………………………………….…………………..24-27
DOI: 10.18287/1613-0073-2017-1903-24-27

6. The analysis of technical object functioning stability as per the criterion of monitored parameters
multivarite dispersion
V.N. Klyachkin, I.N. Karpunina……………………………………………………………………………………………….28-31
DOI: 10.18287/1613-0073-2017-1903-28-31

7. The use of aggregate classifiers in technical diagnostics, based on machine learning
V.N. Klyachkin, Yu.E. Kuvayskova, D.А. Zhukov……………………………………………………………………………32-35
DOI: 10.18287/1613-0073-2017-1903-32-35

8. Investigation of the genetic algorithm possibilities for retrieving relevant cases from big data
in the decision support systems
K. Serdyukov, T. Avdeenko..………………………………………………………………………………………………….36-41
DOI: 10.18287/1613-0073-2017-1903-36-41

9. Big Data incorporation based on Open Services Provider for distributed enterprises
O.L. Surnin, P.V. Sitnikov, A.V. Ivaschenko, N.Yu. Ilyasova, S.B. Popov.………………………………………………….42-47
DOI: 10.18287/1613-0073-2017-1903-42-47

10. Big Data Analysis for Demand Segmentation of Small Business Services by Activity in Region
V.М. Ramzaev, I.N. Khaimovich, V.G. Chumak.……………………………………………………………………………..48-53
DOI: 10.18287/1613-0073-2017-1903-48-53

11. Matrix model of data and knowledge presentation to revealing regularities of the fluid flow regime
in a pipeline based on hydrodynamics parameters
A. Yankovskaya, A. Travkov...………………………………………………………………………………………………..54-58
DOI: 10.18287/1613-0073-2017-1903-54-58

12. Prediction of Cluster System Load Using Artificial Neural Networks
Y.S. Artamonov………………………………………………………………………………………………………………..59-63
DOI: 10.18287/1613-0073-2017-1903-59-63

13. Network disruption prediction based on neural networks
D.S. Taimanov..………………………………………………………………………………………………………………..64-67
DOI: 10.18287/1613-0073-2017-1903-64-67

14. Automated system for modeling traffic of multiservice networks
B.Ya. Likhttsinder, A.V. Kharkovsky, S.Yu. Antsinov..…………………………………………………………..…………..68-71
DOI: 10.18287/1613-0073-2017-1903-68-71

15. Semantic Analysis of Text Data with Automated System
O. Chernenko, O. Gordeeva.…………………………………………………………………………………………………...72-75
DOI: 10.18287/1613-0073-2017-1903-72-75
16. Modeling of online social networks for automated monitoring system
Yu.B. Savva, Yu.V. Davydova..……………………………………………………………………………………………….76-79
DOI: 10.18287/1613-0073-2017-1903-76-79

17. Development and research of algorithms for clustering data of super-large volume
I.А. Rytsarev, А.V. Blagov, M.I. Khotilin……………………………………………………………………………………..80-83
DOI: 10.18287/1613-0073-2017-1903-80-83

18. Research and analysis of links in social networks
M.I. Khotilin, A.V. Blagov, I.A. Rytsarev……………………………………………………………………………………..84-87
DOI: 10.18287/1613-0073-2017-1903-84-87

19. The analysis of profiles on social networks
V.A. Bakayev, A.V. Blagov...……………………………..…………………………………………………………………..88-91
DOI: 10.18287/1613-0073-2017-1903-88-91

20. Algorithms of the information stimulation system of Russian citizens’ socio-optimal actions
M.I. Geraskin.………………………………………………………………………………………………………………….92-99
DOI: 10.18287/1613-0073-2017-1903-92-99

21. Design patterns of database models as storage systems for experimental information in solving research problems
D.E. Yablokov………………………………………………………………………………………………………………100-106
DOI: 10.18287/1613-0073-2017-1903-100-106

22. Comparative Analysis of CRM-systems
E.Z. Glazunova, V.V. Kovelskiy……………………………………………………………………………………………107-109
DOI: 10.18287/1613-0073-2017-1903-107-109

23. The role of subprocess-connector in business process modeling
K. Shoilekova, K. Grigorova, E. Malysheva………………………………………………………………………………..110-114
DOI: 10.18287/1613-0073-2017-1903-110-114

24. Application of Data Mining and Process Mining approaches for improving e-Learning Processes
K. Grigorova, E. Malysheva, S. Bobrovskiy………………………………………………………………………………..115-121
DOI: 10.18287/1613-0073-2017-1903-115-121

25. Teacher attitudes in the design of learning activities through technology
R. Martinez-Lopez, C. Yot, M. Sacchini..…………………………………………………………………………………..122-127
DOI: 10.18287/1613-0073-2017-1903-122-127

26. Construction of the problem area ontology based on the syntagmatic analysis of external wiki-resources
A.A. Zarubin, A.R. Koval, V.S. Moshkin, A.A. Filippov…………………………………………………………………..128-134
DOI: 10.18287/1613-0073-2017-1903-128-134