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  • © 2019

ICT Innovations 2019. Big Data Processing and Mining

11th International Conference, ICT Innovations 2019, Ohrid, North Macedonia, October 17–19, 2019, Proceedings

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1110)

Conference series link(s): ICT Innovations: International Conference on ICT Innovations

Conference proceedings info: ICT Innovations 2019.

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Table of contents (18 papers)

  1. Front Matter

    Pages i-xx
  2. Automatic Text Generation in Macedonian Using Recurrent Neural Networks

    • Ivona Milanova, Ksenija Sarvanoska, Viktor Srbinoski, Hristijan Gjoreski
    Pages 1-12
  3. Prediction of Student Success Through Analysis of Moodle Logs: Case Study

    • Neslihan Ademi, Suzana Loshkovska, Slobodan Kalajdziski
    Pages 27-40
  4. Multidimensional Sensor Data Prediction

    • Stefan Popov, Biljana Risteska Stojkoska
    Pages 41-51
  5. Five Years Later: How Effective Is the MAC Randomization in Practice? The No-at-All Attack

    • Ivan Vasilevski, Dobre Blazhevski, Veno Pachovski, Irena Stojmenovska
    Pages 52-64
  6. Electrical Energy Consumption Prediction Using Machine Learning

    • Simon Stankoski, Ivana Kiprijanovska, Igor Ilievski, Jovanovski Slobodan, Hristijan Gjoreski
    Pages 72-82
  7. Application of Hierarchical Bayesian Model in Ophtalmological Study

    • Biljana Tojtovska, Panche Ribarski, Antonela Ljubic
    Pages 109-120
  8. Friendship Paradox and Hashtag Embedding in the Instagram Social Network

    • David Serafimov, Miroslav Mirchev, Igor Mishkovski
    Pages 121-133
  9. An In-Depth Analysis of Personality Prediction

    • Filip Despotovski, Sonja Gievska
    Pages 134-147
  10. Ski Injury Predictions with Explanations

    • Sandro Radovanović, Andrija Petrović, Boris Delibašić, Milija Suknović
    Pages 148-160
  11. Performance Evaluation of Word and Sentence Embeddings for Finance Headlines Sentiment Analysis

    • Kostadin Mishev, Ana Gjorgjevikj, Riste Stojanov, Igor Mishkovski, Irena Vodenska, Ljubomir Chitkushev et al.
    Pages 161-172
  12. A Hybrid Model for Financial Portfolio Optimization Based on LS-SVM and a Clustering Algorithm

    • Ivana P. Marković, Jelena Z. Stanković, Miloš B. Stojanović, Jovica M. Stanković
    Pages 173-186
  13. Protein Secondary Structure Graphs as Predictors for Protein Function

    • Frosina Stojanovska, Nevena Ackovska
    Pages 187-201
  14. Exploring the Attention Mechanism in Deep Models: A Case Study on Sentiment Analysis

    • Martina Toshevska, Slobodan Kalajdziski
    Pages 202-211
  15. Image Augmentation with Neural Style Transfer

    • Borijan Georgievski
    Pages 212-224
  16. Back Matter

    Pages 225-225

Other Volumes

  1. ICT Innovations 2019. Big Data Processing and Mining

About this book

This book constitutes the refereed proceedings of the 11th International ICT Innovations Conference, ICT Innovations 2019, held in Ohrid, Macedonia, in October 2019.

The 18 full papers presented were carefully reviewed and selected from 75 submissions. They cover the following topics: sensor applications and deployments, embedded and cyber-physical systems, robotics, network architectures, cloud computing, software infrastructure, software creation and management, models of computation, computational complexity and cryptography, design and analysis of algorithms, mathematical optimization, probability and statistics, data management systems, data mining, human computer interaction (HCI), artificial intelligence, machine learning, life and medical sciences, health care information systems, bioinformatics.

Editors and Affiliations

  • Saints Cyril and Methodius University of Skopje, Skopje, North Macedonia

    Sonja Gievska, Gjorgji Madjarov

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access