Trust-driven approach to enhance early forest fire detection using machine learning by Tayyab Khan, Karan Singh, Bhoopesh Singh Bhati, Khaleel Ahmad, Amal Al-Rasheed, Masresha Getahun, Ben Othman Soufiene

“…The intelligent WSN functions by partitioning the forest into suitable clusters and intelligently positioning sensor nodes to guarantee extensive coverage and effective data transmission to the sink. …”
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Immunosenescence-Related Gene MAFF is Involved in Immune Regulation and Malignant Progression in Pancreatic Adenocarcinoma by Fenglin Zhang, Kexin Liu, Mengfan Ao, Jiangang Zhao, Xinghe Liao, Ping Li, Hao Chen

“…We identify two immunosenescence-associated subtypes of PAADwith distinct gene expression profiles and clinical outcomes. The creation of a risk signature model utilizing IMSRGs reveals three genes—NCAM1, SESN1, and MAFF—that are significantly correlated with overall survival. …”
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Real-Time DTM Generation with Sequential Estimation and OptD Method by Wioleta Błaszczak-Bąk, Waldemar Kamiński, Michał Bednarczyk, Czesław Suchocki, Andrea Masiero

“…The results demonstrate that the proposed methodology enables the creation of 3D models described by mathematical functions in each sequence and allows for determining the height of any terrain point efficiently. …”
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Quantum chemical study of molecular properties of small branched-chain amino acids in water by Roman Boča, Žofia Rádiková, Juraj Štofko, Beata Vranovičová, Cyril Rajnák

“…This work contributes to the creation of a database of molecular properties of amino acids based on the same method and basis set.…”
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CYBER-PHYSICAL MODEL OF THE IMMUNOSENSOR SYSTEM AT THE HEXAGONAL LATTICE WITH THE USE OF DIFFERENCE EQUATIONS OF THE POPULATION DYNAMICS by Vasyl Martsenyuk, Andriy Sverstiuk

“…The following tasks are solved in the article: development of functional scheme and cyber-physical model of immunosensory system; creation of discrete dynamics of the studied system; development of dynamic logical simulation of the cyber-physical immune system; definition of permanent states for studying the stability of a model of an immunosensor at the hexagonal lattice; the analysis of the results of numerical simulation of the cyber-physical model of the immunosensory system in the form of image of phase planes, the probability of contact of antigens with antibodies, lattice images of the probability of antibody bonds and an electron signal from the converter, that characterizes the number of fluorescing pixels. …”
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Eficiência técnica na suinocultura: efeitos dos gastos com meio ambiente e da renúncia fiscal Technical efficiency in swine breeding: effect of the expenses with the environment an... by Benedito D. Pereira, João C. de S. Maia, Rosalina Camilot

“…After estimating the technical efficiency indices with data of ten properties situated in Mato Grosso from production functions, whose dependent variable is represented by the production of swine and the independent ones are the consumption of water, electricity and the amount of workers directly tied with the productive process. …”
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Midwives’ Experiences of Caring for Ukrainian War Refugees: A Qualitative Study by Leoniuk K, Sobczak K, Kamińska-Skrzyńska W, Janaszczyk A

“…The analysis of midwives’ statements contributed to the creation of a theoretical concept – a differences in care pyramid. …”
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REFORMING UKRAINE'S CIVIL LEGISLATION AS A TOOL FOR ECONOMIC RECOVERY AND ENSURING SUSTAINABLE DEVELOPMENT IN THE POST-WAR PERIOD by Oleksandr Kukhariev, Olena Kostiuchenko, Larysa Krasytska

“…The paper puts forward a series of conceptual approaches to harmonising national law with EU law, which it believes will contribute to the creation of a favourable institutional environment in the post-war period. …”
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Reuse of bottom sediment from reservoirs to cropland is a promising agroecological practice that must be rationalized by Cécile Gomez, Julien Amelin, Guillaume Coulouma, Juliette Gaab, Subramanian Dharumarajan, Jean Riotte, Muddu Sekhar, Laurent Ruiz

“…First, our results disprove our hypothesis as we found a wide diversity of (i) application rates ranging from light soil amendment to creation of anthropogenic soils, and costs, which were not explained by the distance between reservoirs and fields neither by the field size, suggesting that there is no consensus among farmers on the optimal dose, and (ii) opinions on the impact of sediments on soil functions with the majority citing an improvement in the physical and/or chemical properties of the soil, suggesting that there is no consensus on the sediment impact on soil. …”
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Proximate and fatty acid compositions of smoked underutilised South African mussel Choromytilus meridionalis by Suné Henning, Sinazo Matika, Ayodeji B. Oyenihi

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CHARACTERISTICS AND STABILITY ASSESSMENT OF LIPOSOMAL PREPARATIONS by M. V. Dmitrieva, T. A. Timofeeva, N. A. Oborotova, I. I. Krasnyuk, O. I. Stepanova

“…In recent decades, a significant part of scientific research in the field of pharmacy is devoted to the creation of dosage forms based on targeted delivery systems of diagnostic and medicinal substances, among which liposomes have gained the greatest popularity. …”
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Collective Action on Public Goods for Sustainable Development: Ethics in Action by Lichia Yiu, Raymond Saner, Roland Bardy

“…Another important stakeholder group, private and public enterprises need to operate within a level playing field globally, conduct business based on Responsible Business criteria and be welcomed to contribute to Public Goods creation in a sustainable and proactive manner without causing negative impacts due to their business activities. …”
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Empirical analysis of control models for different converter topologies from a statistical perspective by Hole Shreyas Rajendra

“…To reduce this ambiguity, a detailed discussion about these models in terms of their context-specific nuances, qualitative advantages, deployment-specific limitations, and functional future scopes is described in this text. …”
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The Great Disruption: How Machine Intelligence Will Transform the Role of Lawyers in the Delivery of Legal Services by J. O. Mcginnis, R. G. Pearce

“…Scientific novelty: for the first time, the authors formulate the five areas of legal practice which will significantly change in the nearest future under the influence of machine intelligence: (1) discovery, (2) legal search, (3) generation of documents, (4) creation of briefs and memoranda, and (5) predictive analytics. …”
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Eurozone Crisis Scenario: Possible Developments and Lessons for Economic Integration Communities with Participation of Russia by Daniele  Bracchi, Vladimir V. Maslennikov, Alexander S. Linnikov

“…Conclusions made by the authors about the prospects of economic and monetary integration of member States of the EAEU are the base of recommendations for action concerning deepening economic integration and creation of common financial market of the EEU. Conclusions made by the authors are also relevant to state authorities of the Russian Federation, including economic authorities and organs of diplomacy.…”
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Ukrainian Educational and Scientific Potential After the Full-Scale Invasion: Socieconomic Challenges and Prospects by Maryna Iurchenko, Maryna Ponomarenko

“…The present article analyzes the key aspects of the functioning of the knowledge economy and education as its component in Ukraine under the conditions of ongoing military actions. …”
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THE MAIN TASK IS THE IMPROVEMENT OF THE ORGANIZATIONAL AND ECONOMIC MECHANISM FOR THE DEVELOPMENT OF RUSSIAN ENTERPRISES by G. B. Kleiner, N. L. Pirogov

“…The authors see the solution of this problem on the way of improving the organizational and economic mechanism of the functioning of Russian enterprises. This problem is considered to be one of the main authors in the consolidation of society and its mobilization for the implementation of the tasks set in the may Decree of the President of the Russian Federation (№ 204 from 2018).Methods: the study was conducted using the methods of systematic, logical, comparative analysis, involving Russian and foreign experience in solving social and economic problems. …”
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HARDWARE SUPPORT PROCEDURES FOR ASYMMETRIC AUTHENTICATION OF THE INTERNET OF THINGS by Петро Сергійович Клімушин, Тетяна Миколаївна Соляник, Олександр Олександрович Можаєв, Віталій Вікторович Носов, Тетяна Петрівна Колісник, Василь Вікторович Янов

“…Research methods: method of structural and functional analysis and design of complex systems, methods of identification and authentication of information objects, cryptographic methods of information protection, methods of security analysis of distributed information systems. …”
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Conceptual and theoretical foundations of personalised learning by E. F. Zeer, O. V. Krezhevskikh

“…The urgency of the problem related to personalised learning in future teacher training is associated with the creation of an optimal range of choices in the conditions of intensive development of the informal and non-formal educational environment in the global (interstate) educational space. …”
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Multifunctional polymers a new frontier in conductivity and energy generation for advanced electronics by Gabriel Martins Franco, Ingridi dos Santos Kremer, Maria Cecília Caldeira Vieira, Josué Neroti Rigue, Jocenir Boita

“…The development of functional polymers emerges as a highly promising area, though it remains largely unexplored. …”
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