IVUS 2022
Information Society and University Studies 2022

Table of Contents

• Preface
  

• Impact of augmentation techniques on the classification of medical images 1-6
  Antoni Jaszcz
• VGG16-based approach for side-scan sonar image analysis 7-13
  Antoni Jaszcz
• Grey wolf optimizer combined with k-nn algorithm for clustering problem 14-19
  Katarzyna Prokop
• Sparse generative representations of handwritten digits 20-25
  Serge Dolgikh
• Application-based spam detection with machine learning algorithms 26-31
  Ali Erbey , Necaattin Barişçi
• Development of a novel method of adaptive image interpolation for image resizing using artificial intelligence 32-38
  Mukhriddin Arabboev , Shohruh Begmatov Khabibullo Nosirov , Jean Chamberlain Chedjou , Kyandoghere Kyamakya
• Pixel-based forest classification of Sentinel-2 images using automatically generated datasets 39-45
  Arminas Šidlauskas , Andrius Kriščiūnas
• Simulation-based comparison of objective weighting methods 46-51
  Üzeyir Fidan , Musab T. Akpinar
• Time-frequency analysis of automotive engine performance via short-time Fourier transform 52-57
  Zhengmao Ye , Radian Belu , Hang Yin , Habib Mohamadian
• Detecting applications vulnerabilities using remote procedure calls 58-65
  Lukas Jokubauskas , Jevgenijus Toldinas , Borisas Lozinskis
• Development of a software quality assessment method 66-69
  Irakli Basheleishvili , Giorgi Kapanadze , Avtandil Bardavelidze
• Building height prediction using neural networks based on Sentinel multi spectral images 70-76
  Giedrius Stravinskas , Vytas Vadapolas , Arminas Pamakštis , Andrius Kriščiūnas , Ingrida Lagzdinytė-Budnikevičienė
• Comparative performance analysis on off-grid power systems 77-82
  Rowland McFadden , Radian Belu , Zhengmao Ye
• Aplication of machine learning for improving contemporary ETA forecasting 83-91
  Gabrielė Kasputyte , Arnas Matusevičius , Tomas Krilavičius
• Telecommunication customer churn prediction using machine learning methods 92-98
  Monika Zdanavičiūtė , Rūta Juozaitienė , Tomas Krilavičius
• Machine learning methods for content-based music recommendation systems 99-105
  Milita Songailaitė , Tomas Krilavičius
• A novel artificial intelligence technique for enhancing the annual profit of wind farm 106-110
  Prasun Bhattacharjee , Rabin K. Jana , Somenath Bhattacharya
• Can merged datasets help in training money laundering detection models? 111-116
  Paulius Savickas , Dovilė Kuizinienė , Mantas Bugarevičius , Žilvinas Kybartas , Tomas Krilavičius
• A comparison of deep learning models for hate speech detection 117-123
  Eglė Kankevičiūtė , Milita Songailaitė , Justina Mandravickaitė , Danguolė Kalinauskaitė , Tomas Krilavičius
• Using parliamentary corpora to study political agenda: Attention to human rights in Lithuanian Parliament in 2020-2021 124-131
  Vaidas Morkevičius , Vytautas Valentinavičius , Giedrius Žvaliauskas , Monika Briedienė
• Iris database - Effectiveness of selected classifiers 132-140
  Paulina Hałatek , Katarzyna Wiltos , Mariusz Wróbel
• Custom semantic segmentation neural network architecture in spirochaete detection application 141-146
  Michał Wieczorek , Natalia Wojtas