risk assessment

This article analyzes three most common approaches to the GNN architecture implementation on the AWS cloud for the use case of the risk assessment in the insurance area. The paper is split to several chapters, with the first one being the overview of 3 approaches to the GNN architecture, the second one describing prerequisites for the implementation, and finally development of the approaches on the cloud infrastructure, testing them on graph insurance data and comparison of all the approaches to select the most suitable for the risk assessment task.

The legal metrology covers measuring instruments (MI), the measurement results of which are used in calculations for consumed energy resources, in the fields of information protection, security, environmental protection, etc. Most modern MIs use microcontrollers or are controlled by computers. The software (SW) of such MIs provides an opportunity not only to automate the processes of measurement and calculation of results but also to ensure long-term storage and data transfer. The manufacturer is responsible for investigating and assessing all possible risks related to the MI SW.

Due to the increase in diseases in the musculoskeletal system, regenerative medicine is now developing various bone substitutes. Not all scaffolds, due to their shortcomings, are applied for every application. Patients should be provided with basic product information and other warnings about health risks or measures to be taken. From the establishment of the purpose of the biomaterial to apply, several stages of the life cycle can pass. To ensure the biocompatibility of medical devices, there is a legislative framework and standards.

This article evaluates the impact of explosives residues left after the explosion of low-detonation munitions on the health of population (children and adults) living on the former battlefield. To determine the toxicological impact of explosives on humans, we used data from artillery shelling near the village of Stepanivka, Donetsk region, during the fighting in 2014. By the number of craters formed on the battlefield and their size, the calibre of the shells and, accordingly, the mass of the explosives were determined.

This article evaluates the impact of explosives residues left after the explosion of low-detonation munitions on the health of population (children and adults) living on the former battlefield. To determine the toxicological impact of explosives on humans, we used data from artillery shelling near the village of Stepanivka, Donetsk region, during the fighting in 2014. By the number of craters formed on the battlefield and their size, the calibre of the shells and, accordingly, the mass of the explosives were determined.

The growing demands of consumers put in front of the management of the quality of the enterprise more and more complex tasks. This is particularly evident in the automotive industry. There is a focus of attention of manufacturers on the processes of the life cycle of products, in particular from suppliers. Here an important tool is the audit of the processes of the life cycle of products. So part of the standards of the German Automobile Manufacturers Association of the VDA are requirements for the audit of processes, during which, following the terminology of the primary source,

This study aimed to improve the ways of risk assessment for environmental safety. The implementation of “Environmental safety passports of species” is of practical importance for effective risk assessment of individual species impact to the environment, humans and other living organisms. The classification schemes of International Union for Conservation of Nature for evaluating habitats, threats & stresses, use and trade, livelihoods of species were analyzed and adapted to the requirements of environmental safety.