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  1. 781

    Game Modeling Possibilities in Product Assortment Management by D. A. Vlasov, P. A. Karasev, A. V. Sinchukov

    Published 2025-01-01
    “…The relevance of the research topic is due to the need of manufacturers to improve the mechanisms for managing the range of manufactured products.The following materials and methods of game modeling were used in the study: designing a set of players, designing a set of player strategies, quantitative assessment of the elements of the payoff matrix, techniques for reducing the degree of uncertainty, methods for choosing optimal strategies under conditions of complete and partial uncertainty, as well as generalizing the experience of using game models in the analysis of various economic situations.The focus is on game modeling that complements the mathematical and statistical methods traditionally used to formulate an assortment policy: mathematical programming methods - the task of optimizing an assortment given resource constraints, such as budget and stocks of raw materials used in the production process; multi-criteria choice methods - the task of taking into account several criteria when making decisions on the product assortment, such as product quality, product price, product demand, etc.; statistical analysis methods (the task of analyzing available sales data and identifying trends - regression analysis to forecast demand for manufactured products, identify relationships between various factors, such as product demand and prices, marketing efforts, seasonality, etc.; cluster analysis to segment products and customers based on previously identified characteristics, such as customer preferences and age, as well as associative analysis to identify relationships between products - determining product groups that can be presented together in the assortment); methods of time series analysis and simulation modeling (the task of forecasting demand for products based on available sales data; the task of fictitious implementation of various assortment management scenarios and quantitative assessment of their consequences).Results. …”
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    An AI-based gravitrap surveillance for spatial interaction analysis in predicting aedes risk by Hsiang-Yu Yuan, Pei-Sheng Lin, Wei-Liang Liu, Tzai-Hung Wen, Yu-Chun Lu, Chun-Hong Chen, Li‑Wei Chen

    Published 2025-08-01
    “…This would allow reduction of sources and removal of vector habitats under various situations. Methods An artificial intelligence (AI) surveillance based on an auto-Markov model with a non-parametric permutation test is proposed. …”
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    Analyzing evaluation methods for large language models in the medical field: a scoping review by Junbok Lee, Sungkyung Park, Jaeyong Shin, Belong Cho

    Published 2024-11-01
    “…We analyzed the types of methods, number of questions (queries), evaluators, repeat measurements, additional analysis methods, use of prompt engineering, and metrics other than accuracy. …”
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    Guidelines for Studying the Oxidative Stress Damage Model on Drosophila melanogaster by Quanyong Wu

    Published 2025-06-01
    “…ABSTRACT Oxidative stress contributes to cell aging and is implicated in diseases such as Alzheimer's disease, Parkinson's syndrome, atherosclerosis, and cancer. As a classic model for studying aging, Drosophila is also widely used in oxidative stress research due to its genetic tractability and physiological relevance. …”
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    A Novel Method for Traceability of Crude Oil Leakage on Offshore Platforms Based on Improved YOLOv5 Model Multi-Target Identification and Correlation Analysis by Zhenghua Wang, Shihai Zhang, Chongnian Qu, Zongyi Zhang, Feng Sun

    Published 2025-01-01
    “…In order to meet the requirement of oil leakage monitoring on offshore platforms, The paper investigates a method for identifying oil spill targets and potential associated targets that may lead to oil leakage based on the YOLOv5 model. …”
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  20. 800

    A New Method for Interindustry Linkage Analysis Based on Demand-Driven and Multisector Input-Output Model and Its Application in China’s Manufacturing and Producer Services by Xiao Liu, Jinchuan Shi

    Published 2020-01-01
    “…This study reviews the previous methods for measuring interindustry linkages and their disadvantages and puts forward a new method for interindustry linkage analysis in a complex economic system on the basis of demand-driven and multisector input-output model. …”
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