Predicting Ship Waiting Times Using Machine Learning for Enhanced Port Operations by Min-Hwa Choi, Woongchang Yoon

“…Shapley additive explanation (SHAP)-based feature selection is typically applied to enhance interpretability, and its effect is compared with principal component analysis-based dimensionality reduction and nonselection methods. …”
Get full text

Impact of an improved random forest-based financial management model on the effectiveness of corporate sustainability decisions by Jianhui Zhang

“…At the same time, the prediction index system is proposed to improve the analysis ability of the financial management model. …”
Get full text

The use of smart technologies for enhancing palliative care: A systematic review by Kudakwashe Maguraushe, Belinda Mutunhu Ndlovu

“…Methodology The Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines were adopted in this study. …”
Get full text

THE PHENOMENON OF TRAMP AND THE AMERICAN SYSTEM OF SEPARATION OF POWERS by N. V. Molchakov, V. Y. Yakunin

“…It takes a form of an acute confrontation between the branches of power and within them. The analysis of this situation is proposed in the article, both from the point of view of political and legal sciences, which could help to make a forecast on the chances of D. …”
Get full text

Modeling Natural Gas Consumption Demand Based on Climatic Conditions in Zanjan City by Mohammad Mohammadi, Hossein asakereh, Abdollah faraji

“…Effective management of this fossil energy source depends on awareness and accurate forecasting of its demand. For this reason, the demand for natural gas in Zanjan city, one of the cold cities in Iran, was studied and modeled. …”
Get full text

An application of nowcasting methods: Cases of norovirus during the winter 2023/2024 in England. by Jonathon Mellor, Maria L Tang, Emilie Finch, Rachel Christie, Oliver Polhill, Christopher E Overton, Ann Hoban, Amy Douglas, Sarah R Deeny, Thomas Ward

“…<h4>Interpretation</h4>Analysis of surveillance data enhanced by nowcasting delayed reporting improves understanding over simple model assumptions, important for real-time decision making. …”
Get full text

A Module for Calculating Pollutant Mass Emissions Produced by Traffic Flows by N. I. Kurakina, R. A. Myshko

“…The approaches of measurement theory, systems theory, statistical analysis, and mathematical modeling were applied.Results. …”
Get full text

THE IMPACT OF EXTERNAL SHOCKS ON THE RUSSIAN ECONOMY by M. G. Tiunova

“…The contribution of external shocks to the dynamics of macroeconomic indicators is determined on the basis of the decomposition of the error variance of the model endogenous variables forecast. Our analysis confirmed the significant dependence between the dynamics of the key indicators of the Russian economy and the external markets. …”
Get full text

Types of Corruption Crimes in Sports in the Countries of the European Union by Dmytro Kyslenko, Kostiantyn Podliehaiev, Viktoriia Zarubei, Elizaveta Kuzmichova-Kyslenko, Olha Rymarchuk

“…The following methods were used in this study: the method of comparison and contrasting; the method of descriptive analysis; the anamnestic method; the forecasting method. …”
Get full text

Integration of Augmented Reality Elements in Hotel Management: Customer Experience by Oksana Oliinyk

“…The study employed general scientific methods of cognition: analysis and synthesis, induction and deduction, systematisation, comparison, generalisation, forecasting and modelling methods. …”
Get full text

Purchasing Prediction Using Machine Learning Algorithms for Optimizing Inventory Management by Reza Hamdi Prayetno, Rani Destika Purba, Kyrene Wirawan, Kelvin Sweet, Evta Indra

“…The model successfully captured seasonal patterns and trends in sales data, proving its ability to forecast stock requirements. The research results show that the LSTM-based machine learning approach is effective in supporting inventory management decision making, helps reduce the risk of losses due to stock uncertainty, and increases the efficiency of managing HP spare parts inventory.…”
Get full text

Combined CNN-BiLSTM-Att tourism flow prediction based on VMD-MWPE decomposition reconstruction by Maomao Luo, Danhong Chen, Xinxing Hou, Kang Luo, Tao Wang

“…These statistically significant improvements validate the model’s superior predictive capability for tourist flow forecasting. The demonstrated performance, combined with its methodological robustness, suggests strong practical applicability and promising potential for implementation across similar tourism management contexts.…”
Get full text

Express Diagnostics of Bankruptcy Risks Based on a Selective-Indicative Model by Svetlana G. Chernichenko, Roman M. Kotov

“…As the model needs few exponents, it provides a high-speed crisis analysis.…”
Get full text

Prediction method of sugarcane important phenotype data based on multi-model and multi-task. by Jihong Sun, Chen Sun, Zhaowen Li, Ye Qian, Tong Li

“…The research demonstrates that a sugarcane yield prediction model ensemble, incorporating multiple intelligent algorithms, can accurately forecast stem diameter and plant height, thereby predicting sugarcane yield. …”
Get full text

FINANCIAL BUBBLE FORMATION AT THE GROWTH STAGE OF AN ECONOMIC SYSTEM by S. A. Tolkachev, A. K. Popov

“…Dementiev, a retrospective analysis of the US economy so far as relevant to the definition of the periods and reasons for the financial bubble formation is made. …”
Get full text

Russian Tourism in the Era of the Covid-19 Pandemic: New Trends by E. A. Vostrova

“…The study used the method of selective observation and the method of forecasting, carried out the sociological analysis of the works of modern scientists N.A. …”
Get full text

Simulation and prediction of rural population changes using agent-based modeling. by Shanshan Huang, Yao Huang, Shitai Bao, Jianfang Wang, Siying Chen

“…By modeling individual-level birth, death, and migration behaviors, it generates agent-based outputs that aggregate to capture population dynamics and forecast rural demographic trends over the next 11 years. …”
Get full text

The global procurement landscape of leishmaniasis medicines. by Hye Lynn Choi, Saurabh Jain, José A Ruiz Postigo, Bettina Borisch, Daniel Argaw Dagne

“…Furthermore, control programmes are severely underfunded. We conducted an analysis of global procurement of leishmaniasis medicines for the past 5 years in order to shed light on the current leishmaniasis market landscape and supply and demand dynamics. …”
Get full text

ENERGY EFFICIENCY AND ASSESSMENT METHODS OF TECHNOLOGICAL SYSTEMS OF WATER SUPPLY AND WATER DISPOSAL by A. A. Kapansky

“…As an object of management water supply and water disposal systems are considered as a totality; therefore the assessment of the energy efficiency of pipeline enterprises ought to be based on a systematic approach, whereas the existing methods are mainly based on an analysis of operating modes of individual electrical equipment, not on the whole technological system. …”
Get full text

Applying PageRank to Team Ranking in Single-Elimination Tournaments: Evidence from Taiwan’s High School Baseball by Yu-Chia Hsu, Wen-Jie Zhang

“…First, a comparative analysis between PageRank rankings and official results demonstrated high ordinal consistency, with Kendall’s tau values exceeding 0.70 in most seasons. …”
Get full text