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Creativity in Intelligent, Technologies and Data Science: First Conference, CIT&DS 2015, Volgograd, Russia, September 15–17, 2015, Proceedings PDF

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Preview Creativity in Intelligent, Technologies and Data Science: First Conference, CIT&DS 2015, Volgograd, Russia, September 15–17, 2015, Proceedings

Alla Kravets · Maxim Shcherbakov Marina Kultsova · Olga Shabalina (Eds.) Communications in Computer and Information Science 535 Creativity in Intelligent Technologies and Data Science First conference, CIT&DS 2015 Volgograd, Russia, September 15–17, 2015 Proceedings 123 Communications in Computer and Information Science 535 Commenced Publication in 2007 Founding and Former Series Editors: Alfredo Cuzzocrea, Dominik S´le˛zak, and Xiaokang Yang EditorialBoard SimoneDinizJunqueiraBarbosa PontificalCatholicUniversityofRiodeJaneiro(PUC-Rio), RiodeJaneiro,Brazil PhoebeChen LaTrobeUniversity,Melbourne,Australia XiaoyongDu RenminUniversityofChina,Beijing,China JoaquimFilipe PolytechnicInstituteofSetúbal,Setúbal,Portugal OrhunKara TÜBI˙TAKBI˙LGEMandMiddleEastTechnicalUniversity,Ankara,Turkey IgorKotenko St.PetersburgInstituteforInformaticsandAutomationoftheRussian AcademyofSciences,St.Petersburg,Russia TingLiu HarbinInstituteofTechnology(HIT),China KrishnaM.Sivalingam IndianInstituteofTechnologyMadras,Chennai,India TakashiWashio OsakaUniversity,Osaka,Japan Moreinformationaboutthisseriesathttp://www.springer.com/series/7899 · Alla Kravets Maxim Shcherbakov · Marina Kultsova Olga Shabalina (Eds.) Creativity in Intelligent Technologies and Data Science First Conference, CIT&DS 2015 Volgograd, Russia, September 15–17, 2015 Proceedings ABC Editors AllaKravets MarinaKultsova VolgogradStateTechnicalUniversit VolgogradStateTechnicalUniversit Volgograd Volgograd Russia Russia MaximShcherbakov OlgaShabalina VolgogradStateTechnicalUniversit VolgogradStateTechnicalUniversit Volgograd Volgograd Russia Russia ISSN1865-0929 ISSN1865-0937 (electronic) CommunicationsinComputerandInformationScience ISBN978-3-319-23765-7 ISBN978-3-319-23766-4 (eBook) DOI10.1007/978-3-319-23766-4 LibraryofCongressControlNumber:2015949441 SpringerChamHeidelbergNewYorkDordrechtLondon (cid:2)c SpringerInternationalPublishingSwitzerland2015 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe materialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation,broad- casting,reproduction onmicrofilmsorinanyotherphysicalway,andtransmissionorinformationstorage andretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynowknown orhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher, theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication. Neitherthepublishernortheauthorsorthe editorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinorforanyerrorsor omissionsthatmayhavebeenmade. Printedonacid-freepaper SpringerInternationalPublishingAGSwitzerlandispartofSpringerScience+BusinessMedia (www.springer.com) Preface Creativity is the process of breaking out of established patterns; it is the reor- ganization,recombination,or reinterpretationof concepts andideas,in order to achievesomethingunique andpreviouslyunknown.Creatingsoftwareandintel- ligent technology is one of the most creative activities that humans undertake. It is developed for people and by people, and people’s creativity can be a good source of inspiration for finding solutions to problems occuring in areas related to complex systems such as software design and development. Data Science is a new domain constructing business oriented software solutions based on data and using creativity. This volume contains the proceedings of the Conference on Creativity in In- telligentTechnologies&DataScience2015(CIT&DS2015).Themainobjective of CIT&DS 2015 was to bring together researchers and practitioners to share ideasinusingcreativityinthetheoryandpracticeofsoftwareengineering,build- ing intelligent technology and data science. The conference is dedicated to our scientificsupervisorProf.ValeryKamaev,whoisanoutstandingandremarkable person in science and life. TheconferenceonCreativityinIntelligentTechnologies&DataScience2015 was supported by the Russian Foundation for Basic Research, grant No.15-07- 20700. June 2015 Alla Kravets Maxim Shcherbakov Marina Kultsova Olga Shabalina Organization General Co-chairs Vladimir Lysak VolgogradState Technical University, Russia Igor Kalyaev Scientific-ResearchInstitute Multiprocessing Computing Systems after A.V. Kalyaev of South Federal University, Russia Dmitriy Novikov Institute of Control Sciences of Russian Academy of Science, Russia Steering Committee Valeriy Kamaev VolgogradState Technical University, Russia Vadim Stefanuk Institute for Information Transmission Problems,RussianAcademy of Sciences and RussianAssociationofArtificialIntelligence, Moscow, Russia Viktor Kureichik Southern Federal University, Taganrog,Russia Aleksandr Bershadskiy Penza State University, Russia Shuichiro Yamamoto Nagoya University, Japan Vladimir Gorodetsky St. Petersburg Institute for Informatics and Automation, Russian Academy of Sciences, Russia Yuri R. Valkman International Research and Training Center of InformationTechnologiesandSystems, NAS and MES of Ukraine, Kiev, Ukraine Program Committee Co-chairs Alla Kravets VolgogradState Technical University, Russia Edwin Gray Glasgow Caledonian University, UK Program Committee Yasemin Allsop Manchester Metropolitan University, UK Anton Anikin VolgogradState Technical University, Russia Sergey Balandin Tampere University of Technology, Open Innovations Association FRUCT, Finland Fernando Paulo Belfo Instituto Polit´ecnico de Coimbra, Portugal VIII Organization Bal Krishna Bal Kathmandu University, Nepal Olga Berestneva Tomsk Polytechnic University, Russia Peter Blanchfield Universtiy of Nottingham, UK Adriaan Brebels KU Leuven Geel, Belgium Satyadhyan Chickerur B V Bhoomaraddi College of Engineering and Technology, Karnataka,India Maria Manuela Cruz Cunha Polytechnic Institute of Cavado and Ave, Portugal Dang Hoai Phuong-Khoa University of Science and Technology - The University of Danang (UST-UD), Vietnam Maria-Iuliana Dascalu Polytechnic University of Bucharest, Romania Alexandr Davtian Moscow Institute of Physics and Technology, Russia Jan Dekelver Thomas More Kempen, Geel, Belgium Vadim Ermolaev Zaporizhzhya National University, Ukraine Nuno Escudeiro Instituto Superior de Engenharia do Porto, Portugal David Farell Glasgow Caledonian University, UK Gabriela Fernandes (Aldora) University of Southampton, UK Georgiy Gerkushenko Volgograd State Technical University, Russia George Dragoi Polytechnic University of Bucharest, Romania Vladimir Golenkov Belarusian State University of Informatics and Radioelectronics,Minsk,RepublicofBelarus Natalia Guliakina Belarusian State University of Informatics and Radioelectronics, Minsk, Republic of Belarus Neena Gupta-Biener FH JOANNEUM University of Applied Sciences, Graz, Austria Roman Horv´ath Trnava University, Slovakia Marian Hostovecky UniversityofSs.CyrilandMethodius,Slovakia Tadashi Iijima Keio University, Japan Timur Janovsky Volgograd State Technical University, Russia Alexey Kaperko Bauman Moscow State Technical University, Russia Alexander Kataev Volgograd State Technical University, Russia Alexey Kizim Volgograd State Technical University, Russia Michael Koniordos Piraeus University of Applied Sciences, Greece Maria Kordaki University of the Aegean, Greece Dmitriy Korobkin Volgograd State Technical University, Russia Marina Kultsova Volgograd State Technical University, Russia Oleg Leonenko Belarus-Russian University, Mogilev, Belarus Valery Lezhebokov Coresystems, Zu¨rich, Switzerland Ivars Linde Information System Management Institute, Riga, Latvia Organization IX Christos Malliarakis University of Macedonia, Greece Jean-Charles Marty Universit´e de Savoie, France Anna Matokhina VolgogradState Technical University, Russia Mehran Misaghi UNISOCIESC University Centre of Professional Master in Production & Eng Programs, Brazil Alin Moldoveanu Polytechnic University of Bucharest, Romania David Moffat Glasgow Caledonian University, UK Peter Mozelius Stockholm University, Sweden Takako Nakatani The University of Tsukuba, Japan Ofut Ogar University of Calabar, Calabar, Cross River State, Nigeria Carla Oliveira Lisbon University, Portugal Andrey Olyanitch VolgogradAgricultural University, Russia Yulia Orlova VolgogradState Technical University, Russia Danila Parygin VolgogradState Technical University, Russia Selcuk Ozdemir Gazi University, Turkey Ionel-Bujorel Pavaloiu Polytechnic University of Bucharest, Romania Vladimir Pavlovsky Keldysh Institute of Applied Mathematics, Russian Academy of Sciences, Russia Maja Pivec FH JOANNEUM University of Applied Sciences, Graz, Austria Trygve Pløhn Nord-Trøndelag University College, Steinkjer, Norway Viktoriia Riashchenko Information System Management Institute, Riga, Latvia Rui Rijo Polytechnic Institute of Leiria, Portugal Vladimir Rozaliev VolgogradState Technical University, Russia Eugen Ruzicky Pan-EuropeanUniversity, Bratislava, Slovakia Natalia Sadovnikova VolgogradState Technical University, Russia Natalia Salnikova Russian Presidential Academy of National EconomyandPublicAdministration,Volograd, Russia Sergey Samartsev Belarus-RussianUniversity, Mogilev, Belarus Eduardo Sarmento Lusofona University, Portugal Sergey Serebryakov HP Research Laboratory,Palo Alto, USA Sergey Shevchenko Kharkiv Polytechnical University, Ukraine Konstantin Solnushkin TU Mu¨nchen, Germany Sergey Sosnovsky Center for Learning Technology (CeLTech), German Research Center for Artificial Intelligence (DFKI), and School of Education, Saarland University, Germany Olga Shabalina VolgogradState Technical University, Russia Maksim Shcherbakov VolgogradState Technical University, Russia X Organization Tr`ˆan Lˆo.c Hu`ng VANT, Vietnam Uranchimeg Tudevdagva Mongolian University of Science and Technology, Mongolia Florica Tomos University of South Wales, UK Anton Tyukov Volgograd State Technical University, Russia Jo˜ao Eduardo Quintela Varaja˜o University of Minho, Portugal Pavel Vorobkalov Volgograd State Technical University, Russia Hongji Yang Centre for Creative Computing (CCC), Bath Spa University, UK Shuichiro Yamamoto Nagoya University, Japan Viktoria Zaripova Astrakhan Institute of Civil Engineering, Russia Irina Zhukova Volgograd State Technical University, Russia Dongdai Zhou Northeast Normal University, China

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