Crime Prediction Using Decision Tree (J48) Classification Algorithm. by Ivan, Niyonzima, Emmanuel Ahishakiye, Elisha Opiyo Omulo, Danison Taremwa

“…With the increase of crimes, law enforcement agencies are continuing to demand advanced systems and new approaches to improve crime analytics and better protect their communities. …”
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The system of entities providing territorial defence of Ukraine and the role of local self-government bodies within it by I. V. Romanskyi

“…It has been found that the system of entities providing territorial defence of Ukraine consists of: 1) The Verkhovna Rada of Ukraine is responsible for establishing the legislative framework for the territorial defence of Ukraine and for exercising parliamentary control over the compliance with the requirements of the legislation in this area by the committees established by it; 2) The President of Ukraine and the National Security and Defence Council of Ukraine are responsible for the global management and control over the functioning of the entire defence and security sector of Ukraine, including territorial defence, and ensure the deployment of territorial defence if necessary; 3) The Cabinet of Ministers of Ukraine, ministries and other central executive authorities whose activities are aimed at building the organisational and administrative architecture of territorial defence, determining the vector of development and implementation of the state policy in the field of defence and territorial defence of Ukraine; 4) target subjects of territorial defence implementation including regional state administrations, military authorities and law enforcement agencies. They are responsible for the proper implementation of territorial defence measures, the realisation of its functions, tasks and objectives, as well as the ongoing maintenance of their effectiveness; 5) local self-government bodies. …”
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Improved CLIP-ILP Model for Detecting Illegal Passenger Transport in Freight Trucks by Xuan Wu, Wenlin Pan

“…This research not only highlights the potential of deep learning technologies in enhancing traffic safety but also provides a novel and efficient approach for law enforcement agencies to monitor and address this growing issue effectively. …”
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Essence and purpose of preventive and punitive functions of legal liability by V. Tymoshenko

“…The practical significance of this study is that law enforcement agencies can use the findings to formulate effective strategies for developing modern political- legal instruments for preventing unlawful behaviour…”
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Law Enforcement Activity of the National Guard of Ukraine on Ensuring Public Security and Order: Problems and Ways of Their Solution by K. O. Chyshko

“…According to the author, the elimination of the described problems can be ensured by: the formation of a single standard for ensuring public security and order, in particular by means of a unified approach to assignment and, accordingly, implementation of measures in the field of ensuring public security and order (in the present circumstances, it is quite justified to consider the provisions of the Law of Ukraine “On the National Police” as the basis for the activities of law enforcement agencies in the field of keeping public security and order). …”
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Migration criminality in the modern megapolis: risk management by T. N. Yudina, T. M. Bormotova

“…At the risk of the migration criminality the authors in their study propose to distinguish the extent possible danger caused by migration processes, directly affecting the stability and well-being crime, living in a certain area of people.The article also presents the main results of author’s sociological research of the risks of migration criminality, which are based on studies of subjective evaluations of residents of the Moscow megapolis and experts, representing 4 groups of experts: heads of departments of the Moscow government, representatives of public organizations, law enforcement agencies and the media. The risks of migration criminality have identified and described in the study. …”
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Genesis of national legislation and scientific thought development regarding criminal liability for perjury by K. A. Romanauskas

“…Based on the social danger of this criminal offence, which is an encroachment on the lawful procedure for the administration of justice, in particular, ensuring the rule of law, legality in the procedural activities of courts, law enforcement agencies, and other institutions entrusted with the enforcement of court decisions, the importance of ensuring a high-quality investigation of these criminal offences has been emphasised. …”
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University proceedings. Volga region. Social sciences by V.G. Romanovskiy

“…As a research method, first of all, a comparative legal one was used, which made it possible to explore the concept of digital crime and compare it with similar terms used by foreign law enforcement agencies (USA, UK, People's Republic of China). …”

Location of Cynological Units in the Structure of the National Police of Ukraine and in the System of the Ministry of the Internal Affairs by V. V. Garmash

“…Today, police cynologists are demonstrating tangible service results, confirming the effectiveness of cynology as a powerful tool for law enforcement agencies. However, most researchers agree on the need to improve dog training in OBC, which is the relevance of this study. …”
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Features of the special knowledge use in the investigation of murders committed by convicts in prisons by V. V. Kikinchuk, K. H. Mishyna

“…Convicts are persons with criminal experience who know the peculiarities of law enforcement agencies and have techniques for counteracting the investigation of criminal offenses, so the investigator faces the difficult task of identifying and exposing both the direct perpetrators and organizers (intermediaries) of such murders. …”
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Some aspects of foreign practice in counteracting premeditated murders by criminal police units by Ye. S. Khyzhniak

“…The main ways to promote the participation of citizens in the provision of voluntary free police assistance in combating criminal offenses can be: a) the creation of appropriate social advertising, which must be distributed on the Internet; b) popularization of the volunteer movement and voluntary groups of student youth in higher education institutions; c) organization of media projects to cover information on the number of volunteer units in Ukraine and individual cities, the results of their activities, achievements and future plans, speeches by the Minister of Internal Affairs, National Police Chief and other leaders on the specifics of police cooperation with citizens and benefits law enforcement agencies with the public and more.…”
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Use of knowingly false information by criminal proceedings participants by M. L. Hribov, V. V. Shendryk

“…The Criminal Procedure Code of Ukraine and by-laws regulating the activities of law enforcement agencies indirectly provide for the use of false information by representatives of the prosecution (investigator, prosecutor, operational units) to perform the tasks of criminal proceedings. …”
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Features of Malevolent Creativity and its Prevention in Adolescents in the Modern Socio-Political Context by N.V. Meshkova, S.N. Enikolopov, M.N. Bochkova, I.A. Meshkov

“…It is noted that the existing limitations in the study made it possible to identify not only the features of antisocial creativity in adolescents in different socio-political conditions, but also features related to the professional context (civil professions and law enforcement agencies), allowing them to be taken into account in the prevention of antisocial creativity in the modern socio-political context.…”
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DN Testing as a Branch of Forensic Technology: Problems of Formation and Directions of Development by R. L. Stepaniuk, S. I. Perlin

“…It is confirmed by the following main arguments: the methodology of this field of research is based on the theory of forensic identification; its objects are traces of human and other living organisms; DNA analysis technologies are developed using the achievements of different sciences and adapted to solve problems of crime detection and investigation; they are aimed to ensuring the activities of law enforcement agencies in counteracting crime; the scope of DNA analysis application in crime combating should not be limited to forensic activities; legislative regulation of collecting and using personal genetic data is essential; DNA analysis technologies in terms of practical significance and fundamental scientific basis exceed all other branches of forensic technology. …”
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Organizational structure of a state agency: concept, typology and directions of application to the system of the National Police of Ukraine by K. L. Buhaichuk

“…The results obtained by the author are an integral part of the author’s research on the topic “Public management within the National Police of Ukraine” and can be used in carrying out similar fundamental and applied research in the field of optimization of management activities of state and law enforcement agencies.…”
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Relevant Problems of Implementing State Policy in the Field of Ensuring Information Security of Ukraine by Ye. V. Kobko, V. A. Kobko

“…Thirdly, the issue of ensuring certain aspects of information security is attributed to the tasks of various state authorities (Parliament, Government, executive authorities, law enforcement agencies, etc.). Moreover, such issues should be addressed at the local level by both legal entities and individuals, in the latter case we can talk about the personal information security of each person. …”
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Practice of Administrative and Jurisdictional Activity of Community Police Officers – Integral Part of the Principles for the Formation of Local and State Security Policy by M. V. Kalashnyk

“…A new format of work of a district police officer, based on the principles of combining the efforts of local self-government agencies and law enforcement agencies, has been characterized. The author has defined a number of gaps in the legislative and regulatory provision of community police officers’ activities, including the establishment of effective coordination between community police officers and local communities and the elimination of existing or possible competitive interest that may arise in the process of their joint activities. …”
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Criminological Scenarios of Crime Situation’s Transformation in the Context of Armed Conflict on Donbass in the Midterm by O. О. Titarenko

“…The author has substantiated the possibility of taking into account various criminological scenarios for the development (correction) of crime impact strategies by law enforcement agencies as well as for the formation of the relevant state programs.…”
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Characteristics of the qualification of exceeding authority or official authority by a military official personal by subjective characters by A. A. Sakovskyi, I. I. Kostiuk

“…The results of the study can be useful for legislators, law enforcement agencies, military groups and judicial authorities. …”
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The National Police in the system of administrative delinquency prevention subjects by O. M. Muzychuk

“…The article notes that the introduction of martial law in Ukraine has changed the approach to the organisation of police work, since domestic law enforcement agencies have faced challenges previously unknown to science and practice, in particular, in the area of prevention of administrative delinquency among internally displaced persons, in the de-occupied territories, and in the context of hostilities, which required new algorithms and approaches, as well as consideration of the priorities and principles of activity. …”
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