On the issues of business negotiation processes and prospects for overcoming them through large language models by L. Yu. Gladilin, E. V. Mischenko, A. E. Smirnov, S. S. Kabosnidze

“…The study highlights that large language models can ensure: objectivity and speed in information processing; improved planning and forecasting; enhanced communication efficiency; and reduced transaction costs. …”
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Individual Educational Trajectory as Intention of Subject in Continuing Education System by E. F. Zeer, D. P. Zavodchikov, M. V. Zinnatova, E. V. Lebedeva

“…It is argued that the forms of sense generating and skills of designing and forecasting his/herself in professional future may be envisioned through accompanying, navigation activity corresponding to the needs and content of the stages of professional formation. …”
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Innovation Policy Learning in Iran’s Development Plans by Kiarash Fartash, Mahdi Elyasi, Amir Ghorbani, Aliasgar Sadabadi

“… Apart from “future-shaping” tools (such as forecasting, scenario planning, etc.), many countries also use “backward-looking” approaches to develop long-term strategies for switching to a new economic model. …”
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MODEL OF CALCULATIONS FOR EXPERIMENTALLY-OBTAINED GAS AND WATERPROOF SER-VICE LINE OPERATIONAL PARAMETERS by О. I. Stepanov, Е. E. Zaitseva, S. A. Khudyakova

“…Various approaches to forecasting operational parameters of gas and smoke protection units in fire services are considered.Results. …”
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EVALUATION OF SCOURING AT PILE-SUPPORTED STRUCTURES CROSSING WATERCOURSES ACCORDING TO RELIABILITY AND INHOMOGENEITY INDICATORS OF GROUNDING FOUNDATIONS by A. K. Alibekov

“…To improve the reliability of the local scouring forecast, it is recommended that the obtained dependencies take into account the upper limits of the confidence intervals of the required functions.Conclusion. …”
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Bioecology of fall armyworm Spodoptera frugiperda (J. E. Smith), its management and potential patterns of seasonal spread in Africa. by Saliou Niassy, Mawufe Komi Agbodzavu, Emily Kimathi, Berita Mutune, El Fatih M Abdel-Rahman, Daisy Salifu, Girma Hailu, Yeneneh T Belayneh, Elias Felege, Henri E Z Tonnang, Sunday Ekesi, Sevgan Subramanian

“…Data collected from the CBFAMFEW initiative in East Africa and other FAW monitoring efforts in Africa were merged and analysed to determine the factors that are related to FAW population dynamics. …”
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Supply Chain Resilience Roadmaps for Major Disruptions by Jessica Olivares-Aguila, Alejandro Vital-Soto

“…Additionally, a methodology to develop supply chain resilience roadmaps is conceptualised by analysing existing literature to help plan for unexpected events. …”
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Data-Driven Neural Differential Equation Model and Stochastic Dynamics for Glioma Prediction by Mohammed Salman, Sanjay Kumar Mohanty

“…The global stability of treatment success and failure equilibrium is effectively analysed using the Lyapunov method. Next, we estimate the parameters involved in the mathematical model by fitting them into a set of clinical data and employing a neural ordinary differential equations algorithm. …”
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Alternative consumer protection methods in the context of civil law recodification by I. Horislavska

“…The study employed the methods of hermeneutics, modelling, forecasting, comparative legal, and formal legal methods. …”
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The Machine Learning-Based Task Automation Framework for Human Resource Management in MNC Companies by Suchitra Deviprasad, N. Madhumithaa, I. Walter Vikas, Archana Yadav, Geetha Manoharan

“…Task automation framework helps MNCs to automate repetitive HR tasks, analyse data quickly and accurately, forecast workforce, and recognize employees. …”
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New Approaches to Rural Development in Russia by Eugenia V. Serova, Alexey S. Naumov, Renata G. Yanbykh

“…Possible effects of the measures of the new state policy of rural development such as encouraging community-based initiatives and promotion of housing construction through preferential rural mortgage loans programs are analysed. Finally, the authors provide a brief description of impact of the COVID-19 pandemic on rural development in Russia and attempt to forecast its further implications.…”
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Mathematical аnalysis of kidney transplant demand and availability by M. G. Minina, N. A. Ignatov, S. B. Truhmanov

“…Aim. To analyse the dynamics of the need and availability of donor kidneys for transplantation. …”
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Water quality index modelling and its application on artificial intelligence (AI) in conjunction with machine learning (ML) methodologies for mapping surface water potential zones... by Abhijeet Das

“…For this purpose, water samples were collected from 16 different locations across the stretch and 21 parameters were analysed for a time frame of 2017 to 2024 respectively. …”
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Features of Ensuring Regional Security in Central Asia: An Analysis of the Geopolitical Situation by Nurgul Akkozhina

“…To address the research objectives, various methods of cognition were employed, including historical, structural and functional, institutional, comparative, forecasting, political and legal analysis, classification, analogy, abstraction, analysis, and generalisation. …”
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Modeling Perceived Quality, Customer Satisfaction and Probability of Guest Returning to the Destination by Olivera Blagojevic Popovic, Vinko Nikic, Iva Bulatovic, Milica Delibasic

“…The questionnaire method was applied in the survey, and the data were analysed based on factor analysis. Thereafter, the model for forecasting the probability of the guests returning to the destination was established, by using the example of Montenegrin tourism. …”
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Software for developing digital twins of agricultural machinery working bodies by D. A. Mironov, D.  V. Popov, R. K. Rasulov, A. K. Lamm

“…In the agricultural sector, their role is particularly crucial, since digital twins facilitate not only the analysis of soil, climate, yield, and plant data but also the forecast of changes in these parameters. Accumulating and analysing vast amounts of information, digital twins help optimize the use of resources such as water, fertilizers, and pesticides, which in turn leads to increased yields and reduced costs. …”
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Research on the Food Security Condition and Food Supply Capacity of Egypt by Jian Deng, Youzhen Xiang, Wenhui Hao, Yongzhong Feng, Gaihe Yang, Guangxin Ren, Xinhui Han

“…Thereafter, the result was combined with scenario analysis to forecast the grain possession and population carrying capacity of Egypt under different scenarios. …”
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DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts by Chaonan Ji, Tonio Fincke, Vitus Benson, Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Fabian Gans, Guido Kraemer, Francesco Martinuzzi, David Montero, Karin Mora, Oscar J. Pellicer-Valero, Claire Robin, Maximilian Söchting, Mélanie Weynants, Miguel D. Mahecha

“…Despite recent progress in deep learning to ecosystem monitoring, there is a need for datasets specifically designed to analyse compound heatwave and drought extreme impact. …”
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Long‐Term Trends and Projections of Multiple Myeloma Across Three Continents: A Comparative Study of China, the United States of America, the Russian Federation, England and France... by Huiqiang Wu, Zhiyin Cai, Wanyi Liu, Zechuan Wang, Baoying Qiu, Weihui Liu, Weihuang Zhuang

“…Methods The Global Burden of Disease Study 2021 was utilised to analyse the incidence and mortality trends of MM from 1990 to 2021. …”
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AI-Powered Eye Tracking for Bias Detection in Online Course Reviews: A Udemy Case Study by Hedda Martina Šola, Fayyaz Hussain Qureshi, Sarwar Khawaja

“…In a pioneering approach, we employed AI-powered eye tracking to evaluate the accuracy of predictions in forecasting purchasing patterns. This study examined customer perceptions of negative, positive, and neutral reviews by analysing emotional valence, review content, and perceived credibility. …”
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