ICT Innovations Web Proceedings

Preface

The ICT Innovations conference is a framework where academics, professionals, and practitioners interact and share their latest results and interests related to basic and applied research in ICT. The organizer of the conference is the Association for Information and Communication Technologies (ICT-ACT) that serve its mission to support the development of information and communication technologies in Macedonia, the Balkan region and beyond, especially in the area of research and application of innovative technologies.

The 6th ICT Innovations 2014 conference gathered 244 authors from 26 countries reporting their scientific work and novel solutions in data processing. Only 32 papers were selected for publication in Advances in Intelligent Systems and Computing, Volume 311 by Springer. Additional 32 short papers were selected for presentation on the conference and for publication in the conference Web proceedings. Twelve submissions presenting preliminary research results and work in progress were also accepted as poster presentations. Three workshops were organized as part of the ICT Innovations 2014 conference activities: MLLS - Machine Learning in Life Sciences, FUPOL - ICT Tools for Future Policy Modelling and MAESTRA - Learning from Massive, Incompletely Annotated, and Structured Data.

ICT Innovations 2014 was held in Ohrid, at the Faculty of tourism and hospitality, in the period September 9-12, 2014. The special conference topic was World of Data. The conference also focused on variety of ICT fields: Quality of Experience in Education, Language Processing, Semantic Web, Open Data, Artificial Intelligence, Robotics, E-Government, Bioinformatics, High Performance Computing, Software Engineering and Theory, Security and Computer Networks.

We would like to express sincere gratitude to the authors for submitting their works to this conference and to the reviewers for sharing their experience in the selection process. Special thanks to Monika Simjanoska, Tomce Delev and Emil Stankov for their technical support in the preparation of the conference proceedings.

Ohrid,
September, 2014

Editors,
Ana Madevska Bogdanova
Dejan Gjorgjevikj

Program Committee

Senthil Kumar A.V., Hindusthan College of Arts and Science, India
Rocío Abascal-Mena, Universidad Autonoma Metropolitana - Cuajimalpa, Mexico
Jugoslav Achkoski, Military Academy "General Mihailo Apostolski", Macedonia
Nevena Ackovska, University Ss.Cyril and Methodius, Macedonia
Syed Ahsan, Technische Universität Graz, Austria
Zahid Akhtar, University of Cagliari, Italy
Abbas M. Al-Bakry, University of Babylon, Iraq
Giner Alor Hernandez, Instituto Tecnologico de Orizaba, Mexico
Adel Alti, University of Setif, Algeria
Luis Alvarez Sabucedo, Universidade de Vigo, Spain
Hani Alzaid, Queensland University of Technology, Australia
Ljupcho Antovski, University Ss.Cyril and Methodius, Macedonia
Ezendu Ariwa, University of Bedfordshire, UK
Goce Armenski, University Ss.Cyril and Methodius, Macedonia
Hrachya Astsatryan, National Academy of Sciences of Armenia, Armenia
Tsonka Baicheva, Institute of Mathematics and Informatics, Bulgaria
Verica Bakeva, University Ss.Cyril and Methodius, Macedonia
Valentina Emilia Balas, Aurel Vlaicu University of Arad, Romania
Antun Balaz, Institute of Physics Belgrade, Serbia
Lasko Basnarkov, University Ss.Cyril and Methodius, Macedonia
Ildar Batyrshin, IMP, Russia
Marta Beltran, Rey Juan Carlos University, Spain
Cico Betim, South East European University, Macedonia
Ljerka Beus-Dukic, University of Westminster, UK
Gennaro Boggia, Politecnico di Bari, Italy
Slobodan Bojanic, Technical University from Madrid, Spain
Dragan Bosnacki, Eindhoven University of Technology, Netherlands
Zaki Brahmi, University of Manouba, Tunisia
Francesc Burrull, Universidad Politecnica de Cartagena, Spain
Kalinka Regina Castelo Branco, USP, Brasil
Nick Cavalcanti, UFPE, UK
Ruay-Shiung Chang, National Dong Hwa University, Taiwan
Somchai Chatvichienchai, University of Nagasaki, Japan
Jenhui Chen, Chang Gung University, Taiwan
Ivan Chorbev, University Ss.Cyril and Methodius, Macedonia
Ping-Tsai Chung, Long Island University,New York, USA
Ashok Kumar Das, International Institute of Information Technology, India
Danco Davcev, University Ss.Cyril and Methodius, Macedonia
Antonio De Nicola, ENEA, Italy
Vesna Dimitrova, University Ss.Cyril and Methodius, Macedonia
Ivica Dimitrovski, University Ss.Cyril and Methodius, Macedonia
Ciprian Dobre, University Politehnica of Buchares, Romania
Martin Drlik, Constantine the Philosopher University in Nitra, Slovakia
Suliman Mohamed Fati, Universiti Sains Malaysia, Malaysia
Victor Felea, Al.I.Cuza University, Romania
Sonja Filiposka, University Ss.Cyril and Methodius, Macedonia
Simon Fong, University of Macau, Macau
Neki Frasheri, Polytechnic University of Tirana, Albania
Kaori Fujinami, Tokyo University of Agriculture and Technology, Japan
Slavko Gajin, University of Belgrade, Serbia
Joao Gama, University Porto, Portugal
Andrey Gavrilov, Novosibirsk State Technical University, Russia
Amjad Gawanmeh, Khalifa University, United Arab Emirates
Sonja Gievska, The George Washington University, USA
Dejan Gjorgjevik, University Ss.Cyril and Methodius, Macedonia
Danilo Gligoroski, Norwegian University of Science and Technology, Norway
Abel Gomes, Univeristy of Beira Interior, Portugal
David Guralnick, Columbia University, USA
Marjan Gusev, University Ss.Cyril and Methodius, Macedonia
Tianyong Hao, Columbia University, USA
Natasa Hoic-Bozic, University of Rijeka, Croatia
Uwe Hoppe, Bildungswerk der Sächsischen Wirtschaft gGmbH, Germany
Fu-Shiung Hsieh, Chaoyang University of Technology, Taiwan
Yin-Fu Huang, National Yunlin University of Science and Technology, Taiwan
Chi-Chun Huang, National Kaohsiung Marine University, Taiwan
Ladislav Huraj, University of SS. Cyril and Methodius, Slovakia
Albert M. Hutapea, Indonesian Adventist University, Indonesia
Hieu Trung Huynh, Chonnam National University, South Korea
Min-Shiang Hwang, Asia University, Taiwan
Barna Laszlo Iantovics, Petru Maior University of Tg. Mures, Romania
Sergio Ilarri, University of Zaragoza, Spain
Mirjana Ivanovic, University of Novi Sad, Serbia
Boro Jakimovski, University Ss.Cyril and Methodius, Macedonia
Valentina Janev, Military Academy "General Mihailo Apostolski", Macedonia
Yichuan Jiang, Southeast University, China
Fr. Biju John, Amal Jyothi College of Engineering, Kanjirapally, India
Slobodan Kalajdziski, University Ss.Cyril and Methodius, Macedonia
Kalinka Kaloyanova, University of Sofia, Bulgaria
Damir Kalpic, University of Zagreb, Croatia
Aneta Karaivanova, Bulgarian Academy of Sciences, Bulgaria
Gong Ke, Chongqing Jiaotong University, China
Ljupco Kocarev, University Ss.Cyril and Methodius, Macedonia
Margita Kon-Popovska, University Ss.Cyril and Methodius, Macedonia
Mitreski Kosta, University Ss.Cyril and Methodius, Macedonia
Ivan Kraljevski, VoiceINTERconnect GmbH, Germany
Andrea Kulakov, University Ss.Cyril and Methodius, Macedonia
Siddhivinayak Kulkarni, University of Ballarat, Australia
Anirban Kundu, Kuang-Chi Institute of Advanced Technology, Singapore
Minoru Kuribayashi, Kobe University, Japan
Eugenijus Kurilovas, Vilnius University, Lithuania
Arianit Kurti, Linnaeus University, Sweden
First Name Last Name Organization
Sanja Lazarova-Molnar, United Arab Emirates University, United Arab Emirates
Nhien An Le Khac, University College Dublin, Ireland
Rita Yi Man Li, Hong Kong Shue Yan University, Hong Kong
Hwee-San Lim, Universiti Sains Malaysia, Malaysia
Suzana Loshkovska, University Ss.Cyril and Methodius, Macedonia
Ana Madevska Bogdanova, University Ss.Cyril and Methodius, Macedonia
Gjorgji Madjarov, University Ss.Cyril and Methodius, Macedonia
Augostino Marengo, University of Bari, Italy
Smile Markovski, University Ss.Cyril and Methodius, Macedonia
Jasen Markovski, Eindhoven University of Technology, Netherlands
Cveta Martinovska, University Goce Delcev, Macedonia
Marcin Michalak, Silesian University of Technology, Poland
Marija Mihova, University Ss.Cyril and Methodius, Macedonia
Aleksandra Mileva, University Goce Delcev, Macedonia
Anastas Mishev, University Ss.Cyril and Methodius, Macedonia
Igor Mishkovski, University Ss.Cyril and Methodius, Macedonia
Pece Mitrevski, St. Clement Ohridski University, Macedonia
Irina Mocanu, PUB, Romania
Ammar Mohammed, University of Koblenz and Landau, Germany
Yves Moreau, K.U.Leuven, Belgium
Radouane Mrabet, Mohammed V - Souissi University, Morocco
Viorel Nicolau, Dunarea de Jos University of Galati, Romania
Alexandru Nicolin, Horia Hulubei National Institute of Physics and Nuclear Engineering, Romania
Novica Nosovic, University of Sarajevo, Bosnia and Herzegovina
Florian Nuta, Danubius University of Galati, Romania
Eleonora Pantano, University of Calabria, Italy
Joao Paulo Papa, Universidade Estadual Paulista, Brasil
Jehan-Francois Paris, University of Houston, USA
Peter Parycek, Danube-University Krems, Austria
Shushma Patel, London South Bank University, UK
Antonio Pinheiro, Universidade da Beira Interior, Portugal
Matus Pleva, Technical University of Košice, Slovakia
Florin Pop, University Politehnica of Bucharest, Romania
Zaneta Popeska, University Ss.Cyril and Methodius, Macedonia
Dejan Rančić, University of Niš, Serbia
Ustijana Rechkoska Shikoska, UINT, Macedonia
Manjeet Rege, Rochester Institute of Technology, USA
Andreas Riener, Johannes Kepler University Linz, Austria
Sasko Ristov, University Ss.Cyril and Methodius, Macedonia
Jatinderkumar Saini, Narmada College of Computer Application, India
Elena Serova, St. Petersburg State Economic University, Russia
Vladimír Siládi, Matej Bel University, Slovakia
Manuel Silva, Instituto Superior de Engenharia do Porto, Portugal
Dr. Dharm Singh, MP University of Agri & Tech Udaipur, India
Brajesh Kumar Singh, MNNIT, Allahabad, India
Ana Sokolova, University of Salzburg, Austria
Michael Sonntag, Johannes Kepler University Linz, Austria
Georgi Stojanov, The American University of Paris, France
Igor Stojanovic, University Goce Delcev, Macedonia
Toni Stojanovski, Evolve-IS, Australia
Stanimir Stoyanov, University Paisii Hilendarski, Bulgaria
Chandrasekaran Subramaniam, Kumaraguru College of Technology,Coimbatore, India
Chang-Ai Sun, Beijing Jiaotong University, China
Kenji Suzuki, University of Chicago, USA
Irfan Syamsuddin, State Polytechnic of Ujung Pandang, Indonesia
Jurij Tasic, University of Ljubljana, Slovenia
Ousmane Thiare, Gaston Berger University, Senegal
Dimitar Trajanov, University Ss.Cyril and Methodius, Macedonia
Ljiljana Trajkovic, Simon Fraser University, Canada
Vladimir Trajkovik, University Ss.Cyril and Methodius, Macedonia
Igor Trajkovski, University Ss.Cyril and Methodius, Macedonia
Bogdan Trawinski, Wroclaw University of Technology, Poland
Chidentree Treesatayapun, CINVESTAV-SALTILLO, Mexico
Yuh-Min Tseng, National Changhua University of Education, Taiwan
Grigorios Tsoumakas, Aristotle University, Greece
Ilkay Ulusoy, Middle East Technical University, Turkey
Nguyen Quoc Bao Vo, Posts and Telecommunications Institute of Technology, Vietnam
Boris Vrdoljak, University of Zagreb, Croatia
Wan Adilah Wan Adnan, UiTM, Malaysia
Santoso Wibowo, Central Queensland University, Australia
Michal Wozniak, Wroclaw University of Technology, Poland
Lai Xu, Bournemouth University, UK
Shuxiang Xu, University of Tasmania, Australia
Tolga Yalcin, University St. Paul the Apostle, Macedonia
Wuyi Yue, Konan University, Japan
George Z. Chen, University of Nottingham, UK
Dika Zamir, South East European University, Macedonia
Zoran Zdravev, University Goce Delcev, Macedonia
Katerina Zdravkova, University Ss.Cyril and Methodius, Macedonia
Xiangyan Zeng, Fort Valley State University, USA
Qingtian Zeng, Shandong University of Science and Technology, China
Defu Zhang, Xiamen University, China
Dawid Zydek, Idaho State University, USA

Organizing Committee

Vesna Dimitrova, PhD, Ss. Cyril and Methodius University, Macedonia
Gjorgji Madjarov, PhD, Ss. Cyril and Methodius University, Macedonia
Blagoja Ristevski, PhD, St. Kliment Ohridski University, Macedonia
Jugoslav Achkoski, PhD, Military Academy "General Mihailo Apostolski"
Saso Koceski, PhD, Goce Delchev University, Macedonia

Technical Committee

Tomche Delev, M.Sc., Ss. Cyril and Methodius University, Macedonia
Emil Stankov, M.Sc., Ss. Cyril and Methodius University, Macedonia
Monika Simjanoska, M.Sc., Ss. Cyril and Methodius University, Macedonia

ICT Innovations 2014 Web proceedings ISSN 1857-7288

Preface

Program Committee

Organizing Committee

Technical Committee