ICT innovations 2017 : data-driven innovation : 9th International Conference, ICT Innovations 2017, Skopje, Macedonia, September 18-23, 2017, Proceedings

Description

This book constitutes the refereed proceedings of the 9th International Conference on Data-Driven Innovation, ICT Innovations 2017, held in Skopje, Macedonia, in September 2017. The 26 full papers presented were carefully reviewed and selected from 90 submissions. They cover the following topics: big data analytics, cloud computing, data mining, digital signal processing, e-health, embedded systems, emerging mobile technologies, multimedia, Internet of Things (IoT), machine learning, software engineering, security and cryptography, coding theory, wearable technologies, wireless communication, and sensor networks. Front Matter ....Pages I-XVII Front Matter ....Pages 1-1 Video Pandemics: Worldwide Viral Spreading of Psy’s Gangnam Style Video (Zsófia Kallus, Dániel Kondor, József Stéger, István Csabai, Eszter Bokányi, Gábor Vattay)....Pages 3-12 Front Matter ....Pages 13-13 A Secure Discharging Protocol for Plug in Electric Vehicle (SDP-V2G) in Smart Grid (Khaled Shuaib, Juhar Ahmed Abdella, Ezedin Barka, Farag Sallabi)....Pages 15-26 ECGalert: A Heart Attack Alerting System (Marjan Gusev, Aleksandar Stojmenski, Ana Guseva)....Pages 27-36 An Event-Based Messaging Architecture for Vehicular Internet of Things (IoT) Platforms (Meera Aravind, Gustav Wiklander, Jakob Palmheden, Radu Dobrin)....Pages 37-46 Internet of Things Based Solutions for Road Safety and Traffic Management in Intelligent Transportation Systems (Arnav Thakur, Reza Malekian, Dijana Capeska Bogatinoska)....Pages 47-56 Local Diffusion Versus Random Relocation in Random Walks (Viktor Stojkoski, Tamara Dimitrova, Petar Jovanovski, Ana Sokolovska, Ljupco Kocarev)....Pages 57-66 Network-Dependent Server Performance Analysis of HTTP Adaptive Streaming (Sasho Gramatikov)....Pages 67-78 Universal Large Scale Sensor Network (Jakob Schaerer, Severin Zumbrunn, Torsten Braun)....Pages 79-88 FPGA Implementation of a Dense Optical Flow Algorithm Using Altera OpenCL SDK (Umut Ulutas, Mustafa Tosun, Vecdi Emre Levent, Duygu Büyükaydın, Toygar Akgün, H. Fatih Ugurdag)....Pages 89-101 Persistent Random Search on Complex Networks (Lasko Basnarkov, Miroslav Mirchev, Ljupco Kocarev)....Pages 102-111 Weed Detection Dataset with RGB Images Taken Under Variable Light Conditions (Petre Lameski, Eftim Zdravevski, Vladimir Trajkovik, Andrea Kulakov)....Pages 112-119 Influence of Algebraic T-norm on Different Indiscernibility Relationships in Fuzzy-Rough Rule Induction Algorithms (Andreja Naumoski, Georgina Mirceva, Kosta Mitreski)....Pages 120-129 An Investigation of Human Trajectories in Ski Resorts (Boris Delibašić, Sandro Radovanović, Miloš Jovanović, Milan Vukićević, Milija Suknović)....Pages 130-139 Courses Content Classification Based on Wikipedia and CIP Taxonomy (Atanas Dimitrovski, Ana Gjorgjevikj, Dimitar Trajanov)....Pages 140-153 Tendencies and Perspectives of the Emotions Usage in Robotics (Vesna Kirandziska, Nevena Ackovska)....Pages 154-164 Image Retrieval for Alzheimer’s Disease Based on Brain Atrophy Pattern (Katarina Trojacanec, Slobodan Kalajdziski, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska, for the Alzheimer’s Disease Neuroimaging Initiative*)....Pages 165-175 Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning (Ivica Obadić, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj)....Pages 176-185 Predictive Clustering of Multi-dimensional Time Series Applied to Forest Growing Stock Data for Different Tree Sizes (Valentin Gjorgjioski, Dragi Kocev, Andrej Bončina, Sašo Džeroski, Marko Debeljak)....Pages 186-195 New Decoding Algorithm for Cryptcodes Based on Quasigroups for Transmission Through a Low Noise Channel (Aleksandra Popovska-Mitrovikj, Verica Bakeva, Daniela Mechkaroska)....Pages 196-204 Authorization Proxy for SPARQL Endpoints (Riste Stojanov, Milos Jovanovik)....Pages 205-218 Number of Errors that the Error-Detecting Code Surely Detects (Nataša Ilievska)....Pages 219-228 Representation of Algebraic Structures by Boolean Functions and Its Applications (Smile Markovski, Verica Bakeva, Vesna Dimitrova, Aleksandra Popovska-Mitrovikj)....Pages 229-239 Software Quality Metrics While Using Different Development Methodologies (Simona Tudjarova, Ivan Chorbev, Boban Joksimoski)....Pages 240-250 Reflections on Data-Driven Risk Valuation Models for MSMEs Based on Field Research (Jasmina Trajkovski, Ljupcho Antovski)....Pages 251-264 The Model for Gamification of E-learning in Higher Education Based on Learning Styles (Nadja Zaric, Snezana Scepanović, Tijana Vujicic, Jelena Ljucovic, Danco Davcev)....Pages 265-273 Behavioral Targeted vs Non-targeted Online Campaign in Macedonia (Borce Dzurovski, Smilka Janeska-Sarkanjac)....Pages 274-283 Back Matter ....Pages 285-286