Serhiy Banakh

According to our database, Serhiy Banakh authored at least 17 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Network Visualization of Criminal Co-offending Patterns Using GPT-4: Analysis of Social Connections in Organized Crime.

Olha Kovalchuk, Serhiy Banakh, Nadiya Khoma, Sofiia Chudyk, Mariia Masonkova, Solomia Savrii

Proceedings of the Joint Proceedings of the Workshops "AI for Environmental and Social Sustainability Workshop" and "AI and Interdisciplinary Innovations for Sustainable Development" (YAISD-WS 2025) co-located with Second International Conference of Young Scientists on Artificial Intelligence for Sustainable Development (YAISD 2025), 2025

Random Forest Model for Evaluating Recidivism Risk in Women.

Olha Kovalchuk, Serhiy Banakh, Ludmila Babala, Roman Ivanytskyy, Solomiia Chopyk, Olha Fedchyshyn

Proceedings of the 15th International Conference on Advanced Computer Information Technologies, 2025

2024

Cryptocurrency Crime Risks Modeling: Environment, E-Commerce, and Cybersecurity Issue.

Olha Kovalchuk, Ruslan Shevchuk, Serhiy Banakh

IEEE Access, 2024

Association Rules Mining in Crime Data Analysis.

Olha Kovalchuk, Serhiy Banakh, Mariia Masonkova, Andrii Kolesnikov, Pavlo Chopyk, Pavlo Basistyi

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

2023

Prediction Machine Learning Models on Propensity Convicts to Criminal Recidivism.

Olha Kovalchuk, Mikolaj P. Karpinski, Serhiy Banakh, Mykhailo Kasianchuk, Ruslan Shevchuk, Nataliya Zagorodna

Inf., 2023

Associative Rule Mining for the Assessment of the Risk of Recidivism.

Olha Kovalchuk, Serhiy Banakh, Mykhailo Kasianchuk, Nadiia Moskaliuk, Valerii Kaniuka

Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, 2023

Survival Analysis Models for Estimating and Predicting the Risks of Confession of Criminal Defendants.

Olha Kovalchuk, Serhiy Banakh, Mariia Masonkova, Nadiia Moskaliuk, Nina Rohatynska, Oleksandr Pustovyi

Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022

A Scoring Model for Support Decision Making in Criminal Justice.

Olha Kovalchuk, Serhiy Banakh, Mariia Masonkova, Volodymyr Burdin, Oleh Zaverukha, Roman Ivanytskyy

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

Text Mining for the Analysis of Legal Texts.

Olha Kovalchuk, Serhiy Banakh, Mariia Masonkova, Kateryna Berezka, Serhii Mokhun, Olha Fedchyshyn

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2021

An Ontological Approach to Detecting Fake News in Online Media.

Svitlana Mazepa, Serhiy Banakh, Andriy Melnyk, Sergiy Pugach, Oleksandra Yavorska, Natalia Golota

Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

The Dark Web Worldwide 2020: Anonymous vs Safety.

Olha Kovalchuk, Mariia Masonkova, Serhiy Banakh

Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

Ransomware Attacks: Risks, Protection and Prevention Measures.

Antonina Farion-Melnyk, Viktoria Rozheliuk, Tetiana Slipchenko, Serhiy Banakh, Mykhailyna Farion, Oksana Bilan

Proceedings of the 11th International Conference on Advanced Computer Information Technologies, 2021

2020

Cybercrime and Vulnerability of Ukrainian Critical Information Infrastructure.

Svitlana Mazepa, Libor Dostálek, Olha Sharmar, Serhiy Banakh

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

Cybercrime in Ukraine and the Cyber Security Game.

Svitlana Mazepa, Libor Dostálek, Vlastimil Krivan, Serhiy Banakh

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

Cybercecurity: Technology vs Safety.

Olha Kovalchuk, Mykola Shynkaryk, Mariia Masonkova, Serhiy Banakh

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020

2019

Using blockchain Technology for Boost Cyber Security.

Antonina Farion, Oleksandr Dluhopolskyi, Serhiy Banakh, Nadiia Moskaliuk, Mykhailyna Farion, Yuryi Ivashuk

Proceedings of the 9th International Conference on Advanced Computer Information Technologies, 2019

2018

Incitement to Suicide with Social Networks and the Internet: Problems of Criminal Liability in Ukraine.

Oksana Yaremko, Serhiy Banakh

Proceedings of the International Conference Advanced Computer Information Technologies, 2018