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ICT Innovations 2020. Machine Learning and Applications

12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24–26, 2020, Proceedings

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Vesna Dimitrova

    1. University Ss. Cyril and Methodius, Skopje, North Macedonia

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  2. Ivica Dimitrovski

    1. University Ss. Cyril and Methodius, 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 1316)

Included in the following conference series:

Conference proceedings info: ICT Innovations 2020.

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Table of contents (18 papers)

  1. Front Matter

    Pages i-xx
    Download chapter PDF

  2. Temperature Dependent Initial Chemical Conditions for WRF-Chem Air Pollution Simulation Model

    • Nenad Anchev, Boro Jakimovski, Vlado Spiridonov, Goran Velinov
    Pages 1-14

  3. Smart City Air Pollution Monitoring and Prediction: A Case Study of Skopje

    • Jovan Kalajdjieski, Mladen Korunoski, Biljana Risteska Stojkoska, Kire Trivodaliev
    Pages 15-27

  4. Cloud Based Personal Health Records Data Exchange in the Age of IoT: The Cross4all Project

    • Savoska Snezana, Vassilis Kilintzis, Boro Jakimovski, Ilija Jolevski, Nikolaos Beredimas, Alexandros Mourouzis et al.
    Pages 28-41

  5. Time Series Anomaly Detection with Variational Autoencoder Using Mahalanobis Distance

    • Laze Gjorgiev, Sonja Gievska
    Pages 42-55

  6. Towards Cleaner Environments by Automated Garbage Detection in Images

    • Aleksandar Despotovski, Filip Despotovski, Jane Lameski, Eftim Zdravevski, Andrea Kulakov, Petre Lameski
    Pages 56-63

  7. Fine – Grained Image Classification Using Transfer Learning and Context Encoding

    • Marko Markoski, Ana Madevska Bogdanova
    Pages 64-70

  8. Machine Learning and Natural Language Processing: Review of Models and Optimization Problems

    • Emiliano Mankolli, Vassil Guliashki
    Pages 71-86

  9. Improving NER Performance by Applying Text Summarization on Pharmaceutical Articles

    • Jovana Dobreva, Nasi Jofche, Milos Jovanovik, Dimitar Trajanov
    Pages 87-97

  10. Case Study: Predicting Students Objectivity in Self-evaluation Responses Using Bert Single-Label and Multi-Label Fine-Tuned Deep-Learning Models

    • Vlatko Nikolovski, Dimitar Kitanovski, Dimitar Trajanov, Ivan Chorbev
    Pages 98-110

  11. Fat Tree Algebraic Formal Modelling Applied to Fog Computing

    • Pedro Juan Roig, Salvador Alcaraz, Katja Gilly, Sonja Filiposka
    Pages 111-126

  12. A Circuit for Flushing Instructions from Reservation Stations in Microprocessors

    • Dejan Spasov
    Pages 127-137

  13. Parallel Programming Strategies for Computing Walsh Spectra of Boolean Functions

    • Dushan Bikov, Maria Pashinska
    Pages 138-152

  14. Pipelined Serial Register Renaming

    • Dejan Spasov
    Pages 153-161

  15. Fast Decoding with Cryptcodes for Burst Errors

    • Aleksandra Popovska-Mitrovikj, Verica Bakeva, Daniela Mechkaroska
    Pages 162-173

  16. Cybersecurity Training Platforms Assessment

    • Vojdan Kjorveziroski, Anastas Mishev, Sonja Filiposka
    Pages 174-188

  17. Real-Time Monitoring and Assessing Open Government Data: A Case Study of the Western Balkan Countries

    • Vigan Raça, Nataša Veljković, Goran Velinov, Leonid Stoimenov, Margita Kon-Popovska
    Pages 189-201

  18. Analysis of Digitalization in Healthcare: Case Study

    • Goce Gavrilov, Orce Simov, Vladimir Trajkovik
    Pages 202-216

  19. Correlating Glucose Regulation with Lipid Profile

    • Ilija Vishinov, Marjan Gusev, Lidija Poposka, Marija Vavlukis
    Pages 217-227

  20. Back Matter

    Pages 229-229
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  1. ICT Innovations 2020. Machine Learning and Applications

Keywords

About this book

This book constitutes the refereed proceedings of the 12th International ICT Innovations Conference, ICT Innovations 2020, held in Skopje, North Macedonia, in September 2020.

The 12 full papers and 6 short papers presented were carefully reviewed and selected from 60 submissions. The focal point of the volume is machine learning and applications in spheres of business, science and technology.

Editors and Affiliations

  • University Ss. Cyril and Methodius, Skopje, North Macedonia

    Vesna Dimitrova, Ivica Dimitrovski

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