CITRisk 2022
Computational & Information Technologies for Risk-Informed Systems 2022

Table of Contents

• Preface
  Summary: There were 49 papers submitted for peer-review to this workshop. Out of these, 14 papers were accepted for this volume, 13 as regular papers, and 1 as a short paper.
• Committees
  
• Organizers and Partners
  
  

Session 1: Computational Models and Methods for Risk-Informed Systems

• Infrastructure Cybersecurity under Complex Man-Made Threats Conditions 1-13
  Lubomyr Sikora, Natalya Lysa, Olga Fedevych, Bohdana Fedyna
• Game and System Models of Conflict Resolution Methods and Infrastructure Cybersecurity Under Active Attacks 14-23
  Lubomyr Sikora, Natalya Lysa, Roman Martsyshyn, Yulia Miyushkovych
• The Requirements Tree Technique for Dependencies-Driven Risk Assessment of AI/ML-based Software Design 24-32
  Vira Liubchenko
• Reducing Average Risk by Providing İnvariance of Two-Dimensional Binary İmages 33-43
  Rahim Mammadov, Elena Rahimova, Gurban Mammadov, Volodymyr Sherstjuk
• The Probabilistic Graphical Model for Multi-Hazard Risk Evaluation of Critical Infrastructure Impairment 44-58
  Bohdan Sakovych, Maryna Zharikova, Volodymyr Sherstjuk

Session 2: Intelligent Information Technologies for Risk-Informed Systems

• The Random Forest Algorithm as an Element of Statistical Learning for Disease Prediction 59-73
  Nataliya Boyko, Roman Omeliukh, Nataliia Duliaba
• Hybrid Intelligent System for Recognizing Biometric Personal Data 74-85
  Nickolay Rudnichenko, Vladimir Vychuzhanin, Tetiana Otradskya, Igor Petrov, Irina Shpinareva
• Mobile Cyber-Physical System for Monitoring the Health of Patients with Cardiovascular Diseases 86-95
  Tetiana Hovorushchenko, Illia Hryshchuk, Olha Hovorushchenko, Kostyantyn Rei, Artem Boyarchuk
• The Problem of Software Implementation Iterative Algorithms of Inductive Modeling 96-105
  Oleksandra Bulgakova, Viacheslav Zosimov
• Non-Parametric Methods of Finding Changepoints in Multidimensional Time Series 106-118
  Dmitriy Klyushin, Andrii Urazovskyi

Session 3: Information Technologies for Diagnostic, Modeling, and Monitoring of Crisis and Disaster Situations

• Risk of Vertical Separation Loss at En-Route Phase of Airplane Flight 119-131
  Ivan Ostroumov
• Decision-Making Models by the Aircraft Crew in Emergency “Depressurization” 132-145
  Tetiana Shmelova, Antonio Chialastri, Maxim Yatsko, Yuliya Sikirda, Maryna Zharikova
• The Risks Assessment of Delivery Failures for Application-to-Person SMS Market 146-160
  Mykhailo Odarchenko, Serhii Zavhorodnii, Roman Odarchenko, Maksym Zaliskyi
• ML-based Approach for Credit Risk Assessment Using Parallel Calculations 161-173
  Lesia Hentosh, Yevhen Tsikalo, Natalya Kustra, Hakan Kutucu