Table Of ContentAdvances in Intelligent Systems and Computing 665
Georgi Stojanov
Andrea Kulakov Editors
ICT
Innovations
2016
Cognitive Functions and Next
Generation ICT Systems
Advances in Intelligent Systems and Computing
Volume 665
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
About this Series
Theseries“AdvancesinIntelligentSystemsandComputing”containspublicationsontheory,
applications,anddesignmethodsofIntelligentSystemsandIntelligentComputing.Virtually
alldisciplinessuchasengineering,naturalsciences,computerandinformationscience,ICT,
economics,business,e-commerce,environment,healthcare,lifesciencearecovered.Thelist
oftopicsspansalltheareasofmodernintelligentsystemsandcomputing.
Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarily
textbooksandproceedingsofimportantconferences, symposiaandcongresses.Theycover
significantrecentdevelopmentsinthefield,bothofafoundationalandapplicablecharacter.
Animportantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-wide
distribution. Thispermitsarapid andbroaddissemination ofresearch results.
Advisory Board
Chairman
Nikhil R. Pal,Indian Statistical Institute,Kolkata, India
e-mail: [email protected]
Members
Rafael Bello Perez,UniversidadCentral “Marta Abreu”deLasVillas,Santa Clara, Cuba
e-mail: [email protected]
Emilio S.Corchado, University of Salamanca, Salamanca, Spain
e-mail: [email protected]
HaniHagras, University of Essex, Colchester, UK
e-mail: [email protected]
LászlóT. Kóczy, SzéchenyiIstván University, Győr,Hungary
e-mail: [email protected]
VladikKreinovich, University of Texasat ElPaso, ElPaso, USA
e-mail: [email protected]
Chin-Teng Lin, National ChiaoTung University,Hsinchu, Taiwan
e-mail: [email protected]
Jie Lu,University of Technology,Sydney,Australia
e-mail: [email protected]
Patricia Melin,Tijuana Institute of Technology,Tijuana, Mexico
e-mail: [email protected]
Nadia Nedjah,State University of RiodeJaneiro,RiodeJaneiro, Brazil
e-mail: [email protected]
Ngoc ThanhNguyen, Wroclaw University of Technology,Wroclaw,Poland
e-mail: [email protected]
Jun Wang, TheChineseUniversity of HongKong,Shatin, HongKong
e-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Georgi Stojanov Andrea Kulakov
(cid:129)
Editors
ICT Innovations 2016
Cognitive Functions and Next Generation
ICT Systems
123
Editors
Georgi Stojanov Andrea Kulakov
Paris Skopje
France Macedonia
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-319-68854-1 ISBN978-3-319-68855-8 (eBook)
https://doi.org/10.1007/978-3-319-68855-8
LibraryofCongressControlNumber:2017955723
©SpringerInternationalPublishingAG2018
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Preface
The ICT Innovations conference is the primary scientific gathering event of the
Macedonian Association of Information and Communication Technologies
(ICT-ACT), whose mission is the advancement of ICT technologies. The confer-
ence provides a platform for academics, professionals, and practitioners to interact
and share their research findings related to basic and applied research in ICT.
The ICT Innovations 2016 conference gathered 186 authors from 19 countries
reporting their scientific work and novel solutions in ICT. Only 20 papers were
selected for this edition by the International Program Committee. The committee
itself consists of 111 members from 37 countries, chosen for the scientific excel-
lenceintheirspecificfields.Additional19shortpaperscanbeaccessedintheWeb
proceedingsoftheconference.Thefirstfourpapersinthiseditionarebytheinvited
speakers at the conference.
ICT Innovations 2016 was held in Ohrid, at Metropol Hotel, in the period of
September 5–7, 2016. The special conference topic was “Cognitive Functions and
Next Generation ICT Systems.” The conference also focused on variety of ICT
fields:AmbientIntelligence,ArtificialIntelligence,Assistivetechnologies,BigData
Analytics, Bioinformatics, Cloud Computing, Cognitive Systems, Collaborative
Environments, Data Mining, Digital Signal & Image Processing, E-health,
Embedded Systems, Emerging Mobile Technologies, Internet of Things, Machine
Learning, Machine Translation, Machine Vision, Natural Language Processing,
Pattern Recognition, Personalized Adaptive Technologies, Personalized Medicine,
Robotics & Automation, Security & Cryptography, Speech Recognition &
Synthesis, Visualization, Virtual Reality, Wearable Technologies, Wireless
Communication &SensorNetworks, and related.
We would like to express sincere gratitude to the invited speakers for their
inspirationaltalks,totheauthorsforsubmittingtheirworkstothisconference,and
to the reviewers for sharing their experience during the selection process. Special
thanks go to Bojana Koteska, Monika Simjanoska, Eftim Zdravevski, and Petre
Lameskifortheirtechnicalsupportduringtheconferenceandfortheirassistancein
the preparation of the conference proceedings.
September 2016 Georgi Stojanov
Andrea Kulakov
v
Organization
ICT Innovations 2016 was organized by the Macedonian Society of Information
and Communication Technologies (ICT-ACT), co-organized together with the
FacultyofComputerScienceandEngineering,UniversitySs.CyrilandMethodius,
Macedonia.
Conference and Program Chairs
Georgi Stojanov The American University of Paris, France
Andrea Kulakov University Ss. Cyril and Methodius, Macedonia
Program Committee
Achkoski Jugoslav MilitaryAcademy“GeneralMihailoApostolski,”
Macedonia
Ackovska Nevena University Ss. Cyril and Methodius, Macedonia
Ahmed Gaber Suliman Universiti Tunku Abdul Rahman, Malaysia
Mohamed
Alti Adel University of Setif, Algeria
Alzaid Hani King Abdulaziz City for Science and
Technology, Saudi Arabia
Antovski Ljupcho University Ss. Cyril and Methodius, Macedonia
Armenski Goce University Ss. Cyril and Methodius, Macedonia
Astsatryan Hrachya National Academy of Sciences of Armenia,
Armenia
Baicheva Tsonka Institute of Mathematics and Informatics,
Bulgaria
Bakeva Verica University Ss. Cyril and Methodius, Macedonia
Bao Vo Nguyen Quoc Posts and Telecommunications Institute of
Technology, Vietnam
vii
viii Organization
Basnarkov Lasko University Ss. Cyril and Methodius, Macedonia
Bela Genge Petru Maior University of Tg Mures, Romania
Beus-Dukic Ljerka University of Westminster, UK
Boggia Gennaro DEI - Politecnico di Bari, Italy
Borštnar Kljajić Mirjana University of Maribor, Slovenia
Bosnacki Dragan Eindhoven University of Technology,
the Netherlands
Burrull Francesc Universidad Politecnica de Cartagena, Spain
Chatvichienchai Somchai University of Nagasaki, Japan
Chen Qiu Kogakuin University, Japan
Chorbev Ivan University Ss. Cyril and Methodius, Macedonia
Chung Ping-Tsai Long Island University, USA
Cico Betim South East European University, Macedonia
Dahiya Deepak Ansal University Gurgaon, India
Davcev Danco University Ss. Cyril and Methodius, Macedonia
De Nicola Antonio ENEA, Italy
Devedzic Goran University of Kragujevac, Serbia
Dimitrova Vesna University Ss. Cyril and Methodius, Macedonia
Dimitrovski Ivica University Ss. Cyril and Methodius, Macedonia
Drlik Martin Constantine the Philosopher University in Nitra,
Slovakia
Filiposka Sonja University Ss. Cyril and Methodius, Macedonia
Frasheri Neki Polytechnic University of Tirana, Albania
Fujinami Kaori TokyoUniversityofAgricultureandTechnology,
Japan
Gavrilov Andrey Novosibirsk State Technical University, Russia
Gievska-Krilu Sonja University Ss. Cyril and Methodius, Macedonia
Gjorgjevik Dejan University Ss. Cyril and Methodius, Macedonia
Gligoroski Danilo Norwegian University of Science
and Technology, Norway
Gusev Marjan University Ss. Cyril and Methodius, Macedonia
Hadzi-Velkov Zoran University Ss. Cyril and Methodius, Macedonia
Hao Tianyong Guangdong University ofForeignStudies,China
Hsieh Fu-Shiung Chaoyang University of Technology, Taiwan
Huraj Ladislav UniversityofSs.CyrilandMethodiusinTrnava,
Czechia
Ilarri Sergio University of Zaragoza, Spain
Jakimovski Boro University Ss. Cyril and Methodius, Macedonia
Janev Valentina Institute Mihajlo Pupin, Serbia
Jecheva Veselina Burgas Free University, Bulgaria
Kalajdziski Slobodan University Ss. Cyril and Methodius, Macedonia
Kaloyanova Kalinka University of Sofia, Bulgaria
Koceski Saso University Goce Delcev, Macedonia
Kon-Popovska Margita University Ss. Cyril and Methodius, Macedonia
Kraljevski Ivan Voice INTER Connect, Germany
Organization ix
Kulkarni Siddhivinayak Federation University Australia, Australia
Kumar Singh Brajesh RBS College, India
Kurti Arianit Linnaeus University, Sweden
Lazarova-Molnar Sanja University of Southern Denmark, Denmark
Lim Hwee-San Universiti Sains Malaysia, Malaysia
Loshkovska Suzana University Ss. Cyril and Methodius, Macedonia
Madevska Bogdanova Ana University Ss. Cyril and Methodius, Macedonia
Madzarov Gjorgji University Ss. Cyril and Methodius, Macedonia
Marina Ninoslav University St Paul the Apostle, Macedonia
Markovski Smile University Ss. Cyril and Methodius, Macedonia
Matovski Darko University of Southampton, UK
Michalak Marcin Silesian University of Technology, Poland
Mihova Marija University Ss. Cyril and Methodius, Macedonia
Mileva Aleksandra University Goce Delcev, Macedonia
Mishev Anastas University Ss. Cyril and Methodius, Macedonia
Mishkovski Igor University Ss. Cyril and Methodius, Macedonia
Mitreski Kosta University Ss. Cyril and Methodius, Macedonia
Mitrevski Pece University St. Clement of Ohrid, Macedonia
Mohammed Ammar Cairo University, Egypt
Nancovska Serbec Irena University of Ljubljana, Slovenia
Nicolau Viorel Dunarea de Jos University of Galati, Romania
Nicolin Alexandru National Institute of Physics and Nuclear
Engineering, Romania
Pantano Eleonora Middlesex University, UK
Patel Shushma South Bank University, UK
Peachey Paul University of South Wales, UK
Petkovic Predrag University of Niš, Serbia
Pirlo Giuseppe Bari University, Italy
Pop Florin University Politehnica of Bucharest, Romania
Radevski Vladimir South East European University, Macedonia
Senthil Kumar A.V. Hindusthan College of Arts and Science, India
Serova Elena G. St.PetersburgStateEconomicUniversity,Russia
Siládi Vladimír Matej Bel University, Slovakia
Silva Manuel Instituto Superior de Engenharia do Porto,
Portugal
Sokolova Ana University of Salzburg, Austria
Spasov Dejan University Ss. Cyril and Methodius, Macedonia
Stojanovic Igor University Goce Delcev, Macedonia
Stoyanov Stanimir University of Plovdiv “Paisii Hilendarski,”
Bulgaria
Subramaniam Kumaraguru College of Technology, India
Chandrasekaran
Sun Chang-Ai University of Science and Technology Beijing,
China
Thepade Sudeep Pune University, India
x Organization
Trajanov Dimitar University Ss. Cyril and Methodius, Macedonia
Trajkovic Ljiljana Simon Fraser University, Canada
Trajkovik Vladimir University Ss. Cyril and Methodius, Macedonia
Treesatayapun Chidentree Cinvestav-Saltillo, Mexico
Trung Huynh Hieu Industrial University of Ho Chi Minh City,
Vietnam
Velinov Goran University Ss. Cyril and Methodius, Macedonia
Vrdoljak Boris University of Zagreb, Croatia
Wibowo Santoso CQUniversity, Australia
Xu Shuxiang University of Tasmania, Australia
Yang Chao-Tung Tunghai University, Taiwan
Yue Wuyi Konan University, Japan
Zdravev Zoran University Goce Delcev, Macedonia
Zdravkova Katerina University Ss. Cyril and Methodius, Macedonia
Zeng Xiangyan Fort Valley State University, USA
Organizing Committee
Cveta Martinovska University Goce Delcev, Macedonia
Gjorgji Madzarov University Ss. Cyril and Methodius, Macedonia
Elena Vlahu-Georgievska University St. Clement of Ohrid, Macedonia
Azir Aliu South East European University, Macedonia
Ustijana Reckoska Shikoska University St Paul the Apostole, Macedonia
Technical Committee
Bojana Koteska University Ss. Cyril and Methodius, Macedonia
Monika Simjanoska University Ss. Cyril and Methodius, Macedonia
Eftim Zdravevski University Ss. Cyril and Methodius, Macedonia
Petre Lameski University Ss. Cyril and Methodius, Macedonia
