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ICT Innovations 2019. Big Data Processing and Mining

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

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Sonja Gievska

    1. Saints Cyril and Methodius University of Skopje, Skopje, North Macedonia

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  2. Gjorgji Madjarov

    1. Saints Cyril and Methodius University of Skopje, Skopje, North Macedonia

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    You can also search for this editor in PubMed   Google Scholar

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

Included in the following conference series:

Conference proceedings info: ICT Innovations 2019.

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Table of contents (18 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Automatic Text Generation in Macedonian Using Recurrent Neural Networks

    • Ivona Milanova, Ksenija Sarvanoska, Viktor Srbinoski, Hristijan Gjoreski
    Pages 1-12

  3. Detection of Toy Soldiers Taken from a Bird’s Perspective Using Convolutional Neural Networks

    • Saša Sambolek, Marina Ivašić-Kos
    Pages 13-26

  4. Prediction of Student Success Through Analysis of Moodle Logs: Case Study

    • Neslihan Ademi, Suzana Loshkovska, Slobodan Kalajdziski
    Pages 27-40

  5. Multidimensional Sensor Data Prediction

    • Stefan Popov, Biljana Risteska Stojkoska
    Pages 41-51

  6. 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

  7. Improvement of the Binary Varshamov Bound

    • Dejan Spasov
    Pages 65-71

  8. Electrical Energy Consumption Prediction Using Machine Learning

    • Simon Stankoski, Ivana Kiprijanovska, Igor Ilievski, Jovanovski Slobodan, Hristijan Gjoreski
    Pages 72-82

  9. Diatom Ecological Modelling with Weighted Pattern Tree Algorithm by Using Polygonal and Gaussian Membership Functions

    • Andreja Naumoski, Georgina Mirceva, Kosta Mitreski
    Pages 83-95

  10. A Study of Different Models for Subreddit Recommendation Based on User-Community Interaction

    • Andrej Janchevski, Sonja Gievska
    Pages 96-108

  11. Application of Hierarchical Bayesian Model in Ophtalmological Study

    • Biljana Tojtovska, Panche Ribarski, Antonela Ljubic
    Pages 109-120

  12. Friendship Paradox and Hashtag Embedding in the Instagram Social Network

    • David Serafimov, Miroslav Mirchev, Igor Mishkovski
    Pages 121-133

  13. An In-Depth Analysis of Personality Prediction

    • Filip Despotovski, Sonja Gievska
    Pages 134-147

  14. Ski Injury Predictions with Explanations

    • Sandro Radovanović, Andrija Petrović, Boris Delibašić, Milija Suknović
    Pages 148-160

  15. 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

  16. 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

  17. Protein Secondary Structure Graphs as Predictors for Protein Function

    • Frosina Stojanovska, Nevena Ackovska
    Pages 187-201

  18. Exploring the Attention Mechanism in Deep Models: A Case Study on Sentiment Analysis

    • Martina Toshevska, Slobodan Kalajdziski
    Pages 202-211

  19. Image Augmentation with Neural Style Transfer

    • Borijan Georgievski
    Pages 212-224

  20. Back Matter

    Pages 225-225
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  1. ICT Innovations 2019. Big Data Processing and Mining

Keywords

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

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