A novel ensemble ARIMA‐LSTM approach for evaluating COVID‐19 cases and future outbreak preparedness by Somit Jain, Shobhit Agrawal, Eshaan Mohapatra, Kathiravan Srinivasan

“…This research article conducts a time series analysis of COVID‐19 data across various countries, including India, Brazil, Russia, and the United States, with a particular emphasis on total confirmed cases. …”
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«GREEN» LOGISTICS AS A TOOL TO ENSURE ENVIRONMENTAL SECURITY AND INSTITUTIONAL INNOVATION SUBSOIL EUROPEAN ARCTIC by M. N. Dudin, N. I. Komkov, N. V. Lyasnikov

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Research on the Development Trend and Graded Early Warning of Large Deformations in Soft Rock Tunnels: Microseismic and Deformation Monitoring by Qiang Wang, Xuzhi Xie, Munan Sun, Ming Zhao, Yuepeng Sun

“…The accuracy and applicability of the proposed multi-index evaluation method are validated through the analysis of large deformation instances in soft surrounding rock tunnels from field engineering. …”
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The Identification of Seasonality in the Housing Market Using the X13-ARIMA-SEATS Model by Łukasz Mach, Ireneusz Dąbrowski, Daria Wotzka, Paweł Frącz

“…Parameterisation of the occurring fluctuations, and taking them into account in the process of developing a forecast can provide decision-making rationale in the implementation of macroprudential and financial stability policies. …”
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Using Cuckoo Search Algorithm to Predict Corporate Financial Risks and Alleviate Economic Uncertainty by Muqiao Cai

“…Conventional methods, such as logistic regression, decision trees, and linear discriminant analysis, often struggle to accurately detect early financial risks because they are deterministic and unsuited for exploring global optimal solutions. …”
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Extreme precipitation modeling and Probable Maximum Precipitation (PMP) estimation in Chile by Yusuke Hiraga, Joaquin Meza

“…New hydrological insights: Among the 48 patterns of physical parameterization combinations in the Weather Research and Forecasting (WRF) model, the combination of Stony–Brook University microphysics, BouLac PBL, and Grell–Freitas cumulus schemes resulted in the lowest RMSE of 72-hr MRB-average precipitation. …”
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Nondestructive Detection of Rice Milling Quality Using Hyperspectral Imaging with Machine and Deep Learning Regression by Zhongjie Tang, Shanlin Ma, Hengnian Qi, Xincheng Zhang, Chu Zhang

“…SHapley Additive exPlanations (SHAP) analysis was used to explore the relationship between wavelength and rice milling quality attributes. …”
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Genetic and geographical insights call for early conservation of Mae Hong Son's blue mahseer to prevent population crisis. by Tavun Pongsanarm, Thitipong Panthum, Trifan Budi, Wongsathit Wongloet, Aingorn Chaiyes, Chadaphon Thatukan, Wattanawan Jaito, Chananya Patta, Worapong Singchat, Prateep Duengkae, Narongrit Muangmai, Kiatisak Wangwon, Kornsorn Srikulnath

“…In this study, microsatellite genotyping and mitochondrial DNA displacement loop sequence analysis were used to assess the genetic diversity and population structure of five blue mahseer populations in Mae Hong Son, with the aim of identifying reliable conservation units for effective management. …”
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Simulação eleitoral: uma nova metodologia para a ciência política by José M. Eisenberg, Teresa Cristina de S. C. Vale

“…In contrast, the electoral simulator shows to be an interesting tool for electoral analysis because it introduces such interactions as premises. …”
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Recurrence Multilinear Regression Technique for Improving Accuracy of Energy Prediction in Power Systems by Quota Alief Sias, Rahma Gantassi, Yonghoon Choi, Jeong Hwan Bae

“…The purpose of this paper is to demonstrate that it is possible to analyze energy demand and supply directly together as a way to produce a more in-depth analysis. By analyzing energy production data from previous periods of time, a prediction of energy demand can be made. …”
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Application of ARIMA (Autoregressive Integrated Moving Average) model to predict Rupiah selling exchange rate against US Dollar by Afif Febriawan, Fitria Virgantari, Isti Kamila, Eduard Taganap

“…With ARIMA model (2,1,2) the forecasting results for January 20 2023 – January 31 2023 is obtained with highest selling price on January 30 2023 Rp.15,932.4 and smallest on January 20 2023 Rp.15,901.9 and the average Rp.15,919.4. …”
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Useful Biomarkers for Preeclampsia: Evaluating the Diagnostic Potential of FIB-4 and FIB-5 Indices by Mehmet Albayrak, Hilmi Furkan Arslan

“…Among these, the Fibrosis-4 index (FIB-4) and Fibrosis-5 index (FIB-5) have been utilized for several years to forecast liver dysfunction. In our research, we aimed to apply these indices to patients with preeclampsia for the first time. …”
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Assessing Seasonal Variations of Vegetation Cover Using NDVI in Context Climate Change in Wasit by Mohanad I. Khalbas, Jasim H. Kadhum

“…Using the ARIMA model for forecasting, NDVI is expected to continue a slight upward trend, reaching 0.442 in 2024 and 0.463 in 2025. …”
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Destination choice modeling with spatially distributed constraints by Basil Vitins, Alexander Erath

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IMPROVING THE FOREIGN POLICY OF RUSSIA ON THE BASIS OF THE GRAVITY MODELING (ON THE EXAMPLE OF THE BRICS) by E. A. Degtereva, Yu. N. Moseikin, V. Yu. Chernova

“…Special attention is paid to the distribution of Russian imports by partner countries.Significance: the example of EU integration associations of the CIS and the BRICS, which make up multiregional commercial space of Russia, multigravitatsionnaya model is constructed in order to assess the impact of Russia's cooperation with the EU member countries, CIS countries and the BRICS, as well as to forecast and analyze trade fl ows as the country as a whole, and in the context of export and import.…”
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Deep learning time-series modeling for assessing land subsidence under reduced groundwater use by Chih-Yu Liu, Cheng-Yu Ku, Chuen‑Fa Ni

“…In this study, we develop a machine learning framework for subsidence analysis using electricity consumption data from pumping wells as a proxy for groundwater extraction. …”
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EVALUATING THE EFFECTIVENESS OF INNOVATION IMPLEMENTATION AT TRANSPORT ENTERPRISES UNDER CONDITIONS OF UNCERTAINTY by Oksana O. Karpenko, Olha O. Kravchenko, Olena M. Palyvoda, Svitlana M. Semenova

“…The authors have demonstrated that, under current conditions, scenario modeling is advisable for forecasting innovative development. Based on the expert survey, a system of scenarios for the implementation of the innovative project was developed: «Innovative growth», «Insufficient demand», «Insufficient supply», «Resource conservation». …”
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Regional cuisine as a catering concept that increases the tourist flow to the Russian regions by T. A. Dzhum, S. K. Kuizheva, M. Yu. Tamova

“…The research methods used are analysis, synthesis, generalization, observation and forecasting. …”
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Legal status of non-fungible tokens (NFT): current state and prospects of legal regulation by V. O. Makarov

“…The paper considers the legal status of non-fungible tokens – a technology that allows to secure and confirm the possession of a certificate that refers to a specific digital object, based on a distributed ledger (blockchain).The purpose of the article is to research the current state of the legal status of NFTs in the Russian Federation, as well as to determine the applicability of the current Russian legislation to NFTs.The research methodology is based on the application of methods of systemic and structural analysis, formal logic, as well as methods of legal forecasting and interpretation of legal norms.The results. …”
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Theoretical Foundations for Calculating the Erosion of Soil Dams during Overflow of Water over the Ridge by V. V. Ivashechkin, P. M. Bohaslauchyk, V. V. Veremenyuk, O. V. Nemeravets

“…The methodology can be used in the development of project documentation at the first stage of dam design, as well as in determining the forecast quantitative and qualitative characteristics of the water regime of reservoirs.…”
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