Монография предназначена для специалистов в области социальной философии, социологии и истории, а также для широкого круга читателей.

Brain tumor classification plays a niche role in medical prognosis and effective treatment process. We have proposed a combined feature and image-based classifier for brain tumor image classification in this study. Carious deep neural network and deep convolutional neural networks -based architectures are proposed for image classification, namely, actual image feature-based classifier, segmented image feature-based classifier, actual and segmented image feature-based classifier, actual image-based classifier, segmented image-based classifier, actual and segmented image-based classifier, and finally, CFIC. The Kaggle Brain Tumor Detection (...) 2020 dataset has been used to train and test the proposed classifiers. Among the various classifiers proposed, the CFIC performs better than all other proposed methods. The proposed CFIC method gives significantly better results in terms of sensitivity, specificity, and accuracy with 98.86, 97.14, and 98.97%, respectively, compared with the existing classification methods. (shrink)

t. 1. Vlastʹ kli︠u︡cheĭ -- t. 2. Na vesakh Iova.

The concept of the "new working class" was advanced by French Left radical sociologists 15 years ago, at a time when the social consequences of the revolution in science and technology under the conditions of governmentally intertwined monopoly capitalism had not yet become sufficiently clear. Bourgeois ideology hastened to interpret the social changes within the world of hired labor as the "dissolving" of the working class, its loss of revolutionary consciousness, and its integration into industrial society. Against this background, the (...) concept of the "new working class" stood out primarily because of its bearings on revolution: it asserted that the carrier of revolutionary ideas in the world today is precisely the working class, but not this class as a whole, only the portion of it associated with advanced branches of the economy. The concept of the "new working class" differed from the programs of the "New Left," with their spontaneous, emotional protest, in that it possessed a comprehensive, theoretical argumentum, reflecting both the changes in the economic and technological conditions of contemporary capitalism and the evolution of the social psychology of class consciousness. (shrink)

The experience of the use of applied containerized biomedical software tools in cloud environment is summarized. The reproducibility of scientific computing in relation with modern technologies of scientific calculations is discussed. The main approaches to biomedical data preprocessing and integration in the framework of the intelligent analytical system are described. At the conditions of pandemic, the success of health care system depends significantly on the regular implementation of effective research tools and population monitoring. The earlier the risks of disease can (...) be identified, the more effective process of preventive measures or treatments can be. This publication is about the creation of a prototype for such a tool within the project «Development of methods, algorithms and intelligent analytical system for processing and analysis of heterogeneous clinical and biomedical data to improve the diagnosis of complex diseases», implementted by the V.M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, together with the United Institute of Informatics Problems, National Academy of Sciences of Belarus. The insurers, entering the market, can insure mostly low risks by facilitating more frequent changes of insurers by consumers and mixing the overall health insurance market. Socio-demographic variables can be risk adjusters. Since age and gender have a relatively small explanatory power, other socio-demographic variables were studied – marital status, retirement status, disability status, educational level, income level. Because insurers have an interest in beneficial diagnoses for their policyholders, they are also interested in the ability to interpret relevant information – upcoding: insurers can encourage their policyholders to consult with doctors more often to select as many diagnoses as possible. Many countries and health care systems use diagnostic information to determine the reimbursement to a service provider, revealing the necessary data. For processing and analysis of these data, software implementations of construction for classifiers, allocation of informative features, processing of heterogeneous medical and biological variables for carrying out scientific research in the field of clinical medicine are developed. The experience of the use of applied containerized biomedical software tools in cloud environment is summarized. The reproducibility of scientific computing in relation with modern technologies of scientific calculations is discussed. Particularly, attention is paid to containerization of biomedical applications, this permits to get reproducibility of the conditions in which the calculations took place, technologies of software pipelining of calculations, that allows to organize flow calculations, and technologies for parameterization of software environment, that allows to reproduce, if necessary, an identical computing environment. The main approaches to biomedical data preprocessing and integration in the framework of the intelligent analytical system are described. The experience of using the developed linear classifier, gained during its testing on artificial and real data, allows us to conclude about several advantages provided by the containerized form of the created application: it permits to provide access to real data located in cloud environment; it is possible to perform calculations to solve research problems on cloud resources both with the help of developed tools and with the help of cloud services; such a form of research organization makes numerical experiments reproducible, i.e. any other researcher can compare the results of their developments on specific data that have already been studied by others, in order to verify the conclusions and technical feasibility of new results; there exists a universal opportunity to use the developed tools on technical devices of various classes from a personal computer to powerful cluster. (shrink)

Введение. Чтобы понять причины войн и конфликтов, которые, к сожалению, все больше охватывают современную цивилизацию, нам необходимо использовать междисциплинарный подход. Исследования войн, который реже называют полемологией – это мультидисциплинарное исследование природы насилия. Спасение человечества как проблема, которую в масштабах цивилизации пытался решить Н. Фёдоров, еще в ХІХ столетии, заключена в природе насилия и в возможностях эту природу осознать и изменить. Методология. В исследовании был использован системный подход для выявления внутренней взаимосвязи между различными видами насилия и, соответственно, противодействия насилию. Новизна. В (...) результате систематизации современных исследований в полемологии установлено, что современная наука не обладает возможностями влиять на генную структуру агрессии. По этой причине, проблема спасения человечества возлагается на технологии нейропрограммирования мозга, включая образовательные технологии, основу которых составляет антропологический подход. Выводы. Установление четких границ, или рубикона, между принуждением и собственно насилием, как злом, возможно только в тех случаях, когда человечество абстрагируется от частных интересов и за основу принимает вопросы, затрагивающее будущее цивилизации Земли. Проблема спасения человечества – это проблема актуальности общей идеи, идеала и ценностей в масштабах цивилизации Земли. Это вопрос не национальных стратегий безопасности, которые ориентированы на сохранение и развитие национально-культурных интересов, а безопасности цивилизации Земли, в основе которой заложены интересы ноосферы Земли и всеобщего спасения человечества в противостоянии с силами космоса. В сравнении с опасностями, которые подстерегают человечество из масштабов космоса, межнациональные и региональные конфликты, противостояния и войны, утрачивают свою первоочерёдность. (shrink)

The article deals with the problem of norm and normative approach to the diachronic language study. It identifies specificity of the normative approach to linguistic means within various linguistic traditions and determines the main features of the linguistic norm. The author points out that specific norms appear at each stage of language development as the result of correlation of the existing language means.

The paper considers the intellectual computer mathematics system InparSolver, which is designed to automatically explore and solve basic classes of computational mathematics problems on multi-core computers with graphics accelerators. The problems of results reliability of solving problems with approximate input data are outlined. The features of the use of existing computer mathematics systems are analyzed, their weaknesses are found. The functionality of InparSolver, some innovative approaches to the implementation of effective solutions to problems in a hybrid architecture are described. Examples (...) of applied usage of InparSolver for processes mathematical modeling in various subject areas are given. Nowadays, new more complex objects and phenomena in many subject areas are constantly emerging, which are subject to mathematical research on a computer. This encourages the development of new numerical methods and technologies of mathematical modeling, as well as the creation of more powerful computers for their implementation. With the advent and constant development of supercomputers of various architectures, the problems of their effective use, expansion of tasks range should be solved, ensuring the reliability of computer results and increasing the level of intellectual information support for users ‒ specialists in various fields. Today, the issues of solving these problems are given special attention by many specialists in the fields of information technology and parallel programming. The world's leadingscientists in the field of computer technology see the solution to the problems of efficient usage of modern supercomputers in algorithmic software creation that easily adapts to different computer architectures with different types of memory and coprocessors, supports efficient parallelism on millions of cores etc. In addition, improving the efficiency of high-performance computing on modern supercomputers is provided by their intellectualization, transferring to the computer to perform a significant part of the functions. The industry of development and usage of intelligent computer technologies is one of the main directions of science and technology development in modern society. (shrink)

Rational reconstructions of cognition, outgoing from the results of cognitive activity, often introduce incorrect or imaginary cognitive procedures. Cognition needs to be examined as the open creative process directed to the unknown future. In the process of cognition a theoretical language, perceptive structures, methods of empiric researches and ontological phenomena are mutually constructed. The contents of the results of cognition are encoded in the language of theory and becomes objective in its ontology. It is the same information represented in different (...) forms. The classic theory of truth is faithful, always used for the estimation of our assertations, but the terms of its use are constructed in the process of cognition. The only mode to show that the theory is not truthful and the ontological phenomena are not real is to construct a successful alternative theory. (shrink)

The article presents the results of research activities which were undertaken in Volgograd Medical University to celebrate the World Bioethics Day. The theme of scientific events organized on the basis of the Department of Bioethics, Philosophy and Medical Law with a course of the sociology of medicine with the participation of the Department of Ethical, Legal and Sociological Expertise in Medicine of Volgograd Medical Scientific Center is “Benefit and Harm”. The article presents the Program of holding a scientific online conference (...) with international participation and the results of the essay competition among students and young scientists. (shrink)

This work has two objectives. The first is to begin a mathematical formalism appropriate to treating particles which only interact with each otherindirectly due to hypothesized memory effects in a stochastic medium. More specifically we treat a situation in which a sequence of particles consecutively passes through a region (e.g., a measuring apparatus) in such a way that one particle leaves the region before the next one enters. We want to study a situation in which a particle may interact with (...) other particles that previously passed through the system via disturbances made in the region by these previous particles.Second, we apply the type of stochastic process appearing in this context to the stochastic interpretation of quantum mechanics to obtain a modified version of this interpretation. This version is free of many of the criticisms made against the stochastic interpretation of quantum mechanics. (shrink)

для научных работников, преподавателей, аспирантов, студентов юридических вузов и факультетов.

Издание адресовано научным работникам, преподавателям, студентам и аспирантам, а также практикам, интересующимся вопросами истории философии, эстетики, религиоведения и смежными проблемами.

Издание предназначено для философов, теологов и всех тех, кого интересуют фундаментальные проблемы метафизики и надконфессионального умозрительного богословия.

Logic today is a ramified discipline existing on many levels. It is actively pursued by philosophers, mathemeticians, and computer specialists. The reason is that it is widely employed to solve a number of problems both in the theory of knowledge and in mathematics and computer science. But the broad spectrum of application of contemporary logic does not change the fact that its basic content has the nature of philosophical methodology. In contemporary logic it is the forms of thought and the (...) methods of scientific cognition, the modes of organization of scientific knowledge, and the procedures for the introduction of various concepts, abstractions, and idealizations that are studied. This places logic in intimate contact with epistemology and methodology. The distinctiveness of the approach taken by formal logic to this particular subject consists simply of its studying all these procedures pertaining to concrete cognition through the use of special formal languages, of algebraic, topological, and other exact techniques. (shrink)