https://er.knutd.edu.ua/handle/123456789/31834 2026-04-06T14:59:23Z https://er.knutd.edu.ua/handle/123456789/31896 Название: Innovative project management for r&d in the field of computational linguistics in times of uncertainty & crisis Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): The use of innovative management of R&D projects in the field of computational linguistics allows you to increase the efficiency of scientific and technical activities. Due to rapid technological development and global competition, classical management methods are becoming insufficiently adaptive. An intelligent approach using artificial intelligence optimizes processes, predicts threats, minimizes risks and rationally allocates resources. Integrated management combines the analysis of critical phenomena, process modeling, synergistic methods and system planning, which increases the accuracy of forecasts, adaptability and competitiveness of projects, transforming the manager from an administrator into a strategist. 2025-09-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31608 Название: Neurocomputing in logistic management for education & science industry in unstable environments & in emergency contexts Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): The paper examines the application of artificial neural networks (ANN) and hybrid neurocomputing technologies in logistics management for the education and science sectors under uncertainty and crisis conditions. Traditional analytical methods are often ineffective in dynamic and unstable environments. ANN, as adaptive and self-learning systems, enable intelligent forecasting, optimization, and decision support. Their use improves the efficiency, flexibility, and resilience of logistics processes in educational and research institutions. Hybrid neurocomputing models that integrate neural networks, fuzzy logic, evolutionary algorithms, and metaheuristics enhance resource management and risk prediction. These intelligent platforms form the basis for adaptive and crisis-resistant management, supporting sustainable development of education and science systems in the era of digital transformation. 2025-10-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31607 Название: Application of evolutionary algorithms for innovative educational management in modern uncertain environments in conditions of dynamic complexity Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): The paper addresses the limitations of traditional educational management in unstable and complex environments. It highlights the potential of evolutionary algorithms and hybrid intelligent systems for adaptive decision-making, forecasting, and optimization. The study proposes integrating genetic algorithms, swarm intelligence, and machine learning to enhance flexibility and resilience in modern digital education. 2025-10-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31606 Название: Metaheuristic logistic optimization in education &science sector of modern economics in complex & dynamic terms Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): This study examines metaheuristic logistic optimization in the education and R&D sectors under uncertainty and dynamic complexity. Traditional optimization methods often fail in such conditions, while metaheuristic algorithms (genetic algorithms, particle swarm optimization, simulated annealing, and hybrid approaches) offer flexible tools for solving multidimensional and multi-criteria problems. Their adaptability and scalability enable efficient resource allocation, scheduling, project prioritization, and information flow management. The integration of metaheuristics supports intelligent management systems, improves decision-making, and enhances efficiency in rapidly changing environments. 2025-10-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31605 Название: Evolutionary computations (as innovative mathematical programming branch) in crisis-resilient computational linguistics Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): The paper explores evolutionary computing as an innovative branch of mathematical programming applied to modern computational linguistics under crisis and uncertainty. The study emphasizes the role of evolutionary algorithms–such as genetic algorithms, evolutionary strategies, and genetic programming–in developing adaptive, flexible, and resilient linguistic systems. Unlike traditional gradient-based optimization methods, evolutionary computation enables a global search for optimal solutions in noisy, incomplete, and dynamically changing linguistic environments. The integration of these methods with large language models (LLMs) enhances their adaptability, reliability, and efficiency in processing crisis-related or resource-scarce data. As a result, evolutionary computing provides the foundation for hybrid architectures capable of maintaining performance stability and linguistic intelligence in complex and volatile contexts. 2025-10-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31603 Название: Artificial neural networks & big data in contemporary social pedagogy Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): The use of artificial neural networks and big data analytics in social pedagogy provides a comprehensive assessment of student behavior, prediction of social risks and the effectiveness of educational activities. ANNs allow you to automate the processing of large information arrays, increase the accuracy of assessing the effectiveness of social and pedagogical activities and form individual student support programs. The integration of neural networks and big data into social pedagogy increases the flexibility, adaptability and scalability of educational and social systems, contributes to improving the effectiveness of social and pedagogical work and creating intelligent support systems for students and teachers. 2025-10-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31601 Название: Intelligent (hybrid: knowledge-based and data-driven) education management information system in times of uncertainty Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): An intelligent information system for education management in times of uncertainty and crisis is of key importance for ensuring the stability, efficiency and adaptability of educational organizations and institutions.It allows integrating information from various sources, conducting its analysis in real time and forming forecasts of the development of educational processes, which increases the accuracy and validity of management decisions. The system contributes to the rapid adaptation of educational strategies to changing environmental conditions, identifying potential risks and preparing for crisis situations. 2025-10-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31595 Название: Machine learning with ann as important technology for new-age literary studies Авторы: Krasniuk, Svitlana Краткий осмотр (реферат): The use of artificial neural networks within the framework of machine learning in literary studies demonstrates significant potential for updating and improving research methods. The use of ANNs makes it possible to analyze voluminous text corpora, identify hidden patterns, classify genres, conduct stylometric studies and perform deep semantic analysis. They provide automation of routine stages of working with text, which allows you to focus on more creative and interpretative tasks. In the future, the integration of ANNs into the humanities will contribute not only to increasing the accuracy and efficiency of scientific research, but also to the formation of a new scientific paradigm, where technologies and classical humanitarian methods interact for a more complete disclosure of literary processes and cultural phenomena. 2025-10-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31408 Название: Де плачуть евкаліпти: буш, ідентичність та випробування у новелістиці Генрі Лоусона Авторы: Юферева, Олена Володимирівна Краткий осмотр (реферат): У статті досліджено художнє бачення ландшафту в новелістиці Генрі Лоусона, засновника сучасної австралійської літератури. Творчість письменника та поета ще не висвітлювана в українському літературознавстві. Його проза відтворює національні риси австралійців та резонує з українською тематикою життя на землі та викликів фронтиру. Мета статті полягає у вивченні та інтерпретації художнього бачення ландшафту бушу в малій прозі Г. Лоусона. Здійснено аналіз концепту «буш» як природної зони, що сформувала відмінну від європейської національну ідентичність Австралії. На противагу романтизованій інтерпретації, Лоусон зображує буш як суворий, нестабільний простір, де панують самотність, божевілля та смерть. Він майстерно поєднує комізм і трагедію, фактичність та експресію, уникаючи моралізаторства. Акцентовано увагу на тому, що бушландшафт не тільки впливає на фізичне виживання, а й формує психологію персонажів, їхні цінності та уявлення про товариство та взаємодопомогу, що стали основою нового морального кодексу. У дослідженні підкреслена композиційна роль бушпейзажу в новелах. Хоча герої Лоусона стикаються з непереборними труднощами та поразками, їхній глибокий, часто ірраціональний зв’язок із цією землею перетворює топографічний простір на місце буття. Лоусон використовує «ландшафтний портрет», щоб відобразити вплив бушу на своїх персонажів, демонструючи їхню витримку та непередбачуваність, що є прямим віддзеркаленням навколишнього середовища. Всупереч уявленням про буш як про статичну та порожню місцевість, Лоусон зображує його як динамічний простір, що не тільки впливає на долі персонажів, але і є джерелом внутрішніх конфліктів та пошуків. Ключова «таємниця» бушу в Лоусона полягає в глибинному, часто ірраціональному зв’язку австралійців із цією землею, що змушує їх залишатися, попри всі випробування.; This article explores Henry Lawson’s artistic vision of the landscape in his short stories. Lawson, considered the founder of modern Australian literature, remains relatively underexplored in Ukrainian literary studies. Despite this, his prose, which captures the national traits of Australians through struggle and defeat, resonates with Ukrainian themes of life on the land and frontier challenges. Our research aims to examine and interpret Lawson’s artistic vision of the bush landscape in his short stories and its role in shaping a unique Australian identity. The study investigates Lawson’s portrayal of the “bush” concept, highlighting its role as a natural environment that fostered a unique national identity, distinct from its European antecedents. Countering romanticized interpretations, Lawson portrays the bush as a harsh, unstable space dominated by loneliness, madness, and death. He masterfully blends comedy and tragedy, factuality and expression, avoiding moralizing. The article also highlights how this harsh landscape not only influences physical survival but also shapes the characters’ psychology, values, and notions of mateship and mutual aid, forming the basis of a new moral code. The study emphasizes the compositional role of the bush landscape in Lawson’s stories, where it acts as an impartial arbiter of destinies. Although Lawson’s characters often face insurmountable difficulties and defeats, their deep, often irrational connection to this land transforms a topographical space into a true home, a place of being. We show how Lawson employs “landscape portraiture” to reflect the bush’s influence on his characters, demonstrating their resilience and unpredictability, directly mirroring the environment’s harshness. This realistic, often tragic, approach captured the actual national characteristics of Australians. Defying the notion of the bush as a static and barren landscape, Lawson depicts it as a dynamic environment that not only shapes the characters’ fates but also acts as a wellspring of inner turmoil and self-discovery. The central “enigma” of Lawson’s bush resides in the profound, often irrational bond Australians share with this land, compelling them to remain despite enduring numerous trials. 2025-01-01T00:00:00Z https://er.knutd.edu.ua/handle/123456789/31402 Название: Innovative intelligent management of philology research projects in times of instability and crisis Авторы: Krasnyuk, Svitlana Краткий осмотр (реферат): Modern philology is undergoing profound transformation under the influence of digitalization and artificial intelligence (AI). Traditional methods of text analysis, translation, and interpretation are increasingly being supplemented or replaced by intelligent technologies such as machine learning, natural language processing, and big data analytics. This shift is particularly critical in periods of instability and crisis, when conventional research and educational practices are limited. AI enhances the sustainability and adaptability of philological projects by enabling automated analysis, intelligent translation systems, adaptive learning platforms, and digital humanities initiatives. A key trend is the hybridization of AI, which integrates symbolic approaches (logic, rules, ontologies) with subsymbolic methods (machine learning and deep neural networks). Such integration allows researchers to account for both structural and statistical features of language, expanding the potential of philological studies. In this context, AI should be considered not only as a supportive tool but as a fundamental technology of innovative management in philology, ensuring resilience, efficiency, and long-term development of projects in times of global uncertainty and crisis. 2025-09-01T00:00:00Z