Prediction machine learning models on propensity convicts to criminal recidivism

O Kovalchuk, M Karpinski, S Banakh, M Kasianchuk… - Information, 2023 - mdpi.com
Increasing internal state security requires an understanding of the factors that influence the
commission of repetitive crimes (recidivism) since the crime is not caused by public danger …

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

O Kovalchuk, S Banakh, M Masonkova… - 2023 13th …, 2023 - ieeexplore.ieee.org
In this paper, we presented the results of the application of survival analysis models for
estimating and forecasting the risks of pleading guilty to criminal offenses under conditions …

Associative Model of Support for Judicial Decision-Making

O Kovalchuk - Actual problems of law, 2023 - appj.wunu.edu.ua
Despite numerous efforts aimed at ensuring the protection of the accused, and despite the
understanding of the effectiveness of preventive measures in contrast to punitive sanctions …

Modeling the risks of the confession process of the accused of criminal offenses based on survival concept

O Kovalchuk - Вісник Тернопільського національного технічного …, 2023 - elartu.tntu.edu.ua
Based on statistical survival analysis, the assessment and forecasting of the risks of
pleading guilty to criminal offenses in conditions of incomplete data are carried out. Risk …

Implementation of innovative information technologies in judicial proceedings: organizational and legal aspect

O Kovalchuk, A Kolesnikov, I Proskurniak… - Amazonia …, 2024 - amazoniainvestiga.info
This work aims to study the organizational and legal aspects of implementing the latest
information technologies (IT), including artificial intelligence (AI), in the justice system. The …

Identifying the Causes of Ship Collisions Accident Using Text Mining and Bayesian Networks

J Yu, Z Wu, W Liu, W Zhao - Elektronika ir Elektrotechnika, 2023 - eejournal.ktu.lt
Under the backdrop of the robust growth of the global economy, the water transport industry
is experiencing rapid development, resulting in an increase in ship collisions and a critical …

Enabling Public Security Text-Based Analytics: A Survey to Outline Research Directions

VDH De Carvalho, RJR Dos Santos… - 2024 - preprints.org
Text mining is a technological trend often highlighted in the continuous exchange of
information through interconnected media. Its applicability goes beyond private …

АСОЦІАТИВНА МОДЕЛЬ ПІДТРИМКИ ПРИЙНЯТТЯ РІШЕНЬ У КРИМІНАЛЬНОМУ СУДОЧИНСТВІ

О Ковальчук - Актуальні проблеми правознавства, 2023 - appj.wunu.edu.ua
Складність завдань прийняття раціональних рішень у кримінальному судочинстві
зростає зі збільшенням обсягів інформації, яку потрібно аналізувати. Це створює …

[PDF][PDF] Content Analysis of Court Decisions: A GPT-4 Based Sentence-by-Sentence Data Generation and Association Rules Mining

O Kovalchuk, R Shevchuk, M Masonkova, A Banakh - 2024 - test7.ai-tern.in.ua
The key aspect of the content analysis of court decisions is the identification of interesting
relationships between the circumstances of the case and the outcome. This article proposes …

[PDF][PDF] Алгоритми адаптивного автоматичного пошуку та збору наукової інформації

ФВ Кудінов - 2023 - dspace.wunu.edu.ua
Метою роботи є розроблення моделей пошуку інформації та адаптивної системи
пошуку та збору наукової інформації. Методи досліджень базуються на використанні …