Information support for decision making in problem situation description by S. F. Lipnitsky

“…The relevance of the problem is associated with the need to collect and process significant amounts of information, since in the presence of a large number of factors, a person's capabilities are often insufficient to search and organize the necessary information.When solving the problem of user information support at the stage of describing the problem situation, three main goals are pursued: building a mathematical model of the corresponding processes; formalization of the set of basic concepts of the model; development of the algorithms for implementation of user interaction with the information system.Methods. …”
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SA3C-ID: a novel network intrusion detection model using feature selection and adversarial training by Wanwei Huang, Haobin Tian, Lei Wang, Sunan Wang, Kun Wang, Songze Li

“…Network intrusion detection systems, as a fundamental part of network security, have become increasingly significant. …”
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A Method of Smoke Area Segmentation for Infrared Images Based on Deep Learning by QI Hang, YUAN Jianquan, LI Lei, REN Jun, LIANG Jie

“…Smoke area segmentation is an efficient way to improve the performance of the infrared imaging guidance system, even though smoke is one of the main disturbances for automatic target recognition. …”
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Mass Collection of Workers’ Data in Warehouse Facilities: Reflections on Privacy and Workforce Well-being by Thomas De Lombaert, Arpan Rijal, Robert Costrasal, Michele Molè

“…Warehouses with complex monitoring and algorithmic management policies are rapidly expanding across the EU. …”
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Research on an electro-mechanical braking control method for rail trains based on braking force control by WEN Tao, ZHUANG Wenjie, YAN Minjie, LIU Kai, YUAN Wenye

“…With the development of rail trains towards intelligence and green energy and the implementation of the dual-carbon goals, the electro-mechanical braking system has been considered superior to the traditional electro-pneumatic braking system due to its multiple advantages, including high precision, fast response, low energy consumption, and low noise. …”
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Resilient Multi-Robot Coverage Path Redistribution Using Boustrophedon Decomposition for Environmental Monitoring by Junghwan Gong, Hyunbin Kim, Seunghwan Lee

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Deep learning for survival prediction in triple-negative breast cancer: development and validation in real-world cohorts by Yiyue Xu, Butuo Li, Bing Zou, Bingjie Fan, Shijiang Wang, Jinming Yu, Taotao Dong, Linlin Wang

“…Our individualized prognosis system also showed higher predictive accuracy than traditional AJCC-TNM staging (AUC 0.821 vs. 0.771). …”
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An Urban Rail Traction Power Supply Rectifier and Its Circulating Current Suppression Scheme by WANG Lunyue, WANG Xiong, CHEN Jielian, WU Xuefeng, WENG Xingfang

“…Then, a new topology is proposed, which requires no additional hardware investment, and the circulating current is suppressed within the safe range by means of a specific angle carrier phase shift modulation algorithm between multiple PWM rectifiers. Finally, a simulation model of the traction power supply system is established based on the proposed rectifier equipment, and the system simulation and experimental verification are carried out. …”
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MATHEMATICAL MODELING OF EPILEPTOGENESIS PROCESS IN DIFFERENT AGE GROUPS Kalinin V. A. by V. A. Kalinin, I. A. Poverennova, E. M. Beketova, M. A. Gromakovskaya

“…To assess the state of epileptic system using mathematical modeling to monitor the effectiveness of the therapy of epilepsy  in  various  age  group.  …”
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Large-Scale Transmission Expansion Planning with Network Synthesis Methods for Renewable-Heavy Synthetic Grids by Adam B. Birchfield, Jong-oh Baek, Joshua Xia

“…Network synthesis methods, that is, heuristic-based techniques for building synthetic electric grid models based on complex network properties, have been developed in recent years and have the capability of balancing multiple aspects of power system design while efficiently considering large numbers of candidate lines to add. …”
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A Novel Method for Diagnosing Heart Diseases Based on Internet of Things by Samir Paul

“…The system integrates sensors to measure key parameters like heart rate, blood pressure, and pulse, which are processed through a fuzzy logic algorithm. …”
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Information and methodological aspects of developing platforms of spatial management of natural assets in resource limitations by V.V. Mykytenko, I.V. Dragan

“…It includes a set of target programs MiNerGy v.5.0 and MINprojet v.3, where the algorithm of two blocks to perform economic-statistical and stochastic counter-forecasts, used, along with standard packages «Statistica +» and Windows-applications Excel, Access (included in the author's technologies) tool environment of cognitive-information systems of the third intellectual level, which are developed using neural networks Neiro Pro 0.25 and Brain Maker 3.11.…”
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THEORETICAL AND METHODOLOGICAL PRINCIPLES OF APPLICATION OF AGENT-ORIENTED APPROACH TO MODELING PROCESSES OF LOCAL HROMADAS by Yevgen Kotukh, Maryna Riabokin

“…This article presents a theoretical and methodological framework for applying a multi-agent systems (MAS) approach to modeling the budgeting processes of local hromadas. …”
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Development of a method for using an optical module to determine the biometric parameters of the udder by D. Yu. Pavkin, S. S. Yurochka

“…An algorithm for determining the biometric parameters of the udder has been developed. …”
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BC-RFMS: blockchain-based rankable fuzzy multi-keyword search scheme by Lixiang Zheng, Hanlin Zhang, Xinrui Ge, Jie Lin, Fanyu Kong, Leyun Yu

“…We also proposed a block-by-block transfer algorithm to prevent surpassing the GasLimit when uploading data to the blockchain. …”
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Estimating photosynthetic characteristics of forage rape by fusing the sensitive spectral bands to combined stresses of nitrogen and salt by Jingang Wang, Jingang Wang, Haijiang Wang, Haijiang Wang, Xin Lv, Xin Lv, Jing Cui, Jing Cui, Xiaoyan Shi, Xiaoyan Shi, Jianghui Song, Jianghui Song, Weidi Li, Weidi Li, Wenxu Zhang, Wenxu Zhang

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Improvement of Methodological Tools for Business Analysis of the Effective Company’s Performance by N. S . Plaskova

“…The subject of the paper is the improvement of methodological approaches to the formation of an objective assessment of the system of financial indicators that comprehensively reflect the achieved and projected level of development of economic entities. …”
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Optimizing solar maximum power point tracking with adaptive PSO: A comparative analysis of inertia weight and acceleration coefficient strategies by Denesh Sooriamoorthy, Aaruththiran Manoharan, Siva Kumar Sivanesan, Soon Kian Lun, Alexander Chee Hon Cheong, Sathish Kumar Selva Perumal

“…The rising demand for clean energy has intensified research into solar photovoltaic (PV) systems, where efficient Maximum Power Point Tracking (MPPT) is critical to optimizing energy extraction. …”
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Edge of excellence: JEC's Scopus achievement, doors 2025 breakthroughs, and Volume 4 Issue 1 (2025) highlights by Serhiy O. Semerikov, Tetiana A. Vakaliuk

“…The paper examines innovative solutions addressing distributed systems challenges, including IoT-based monitoring systems, intelligent traffic prediction algorithms, and security implementations for resource-constrained environments. …”
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Rancang Bangun dan Evaluasi Sistem Sortir Otomatis Barang dengan Metode Deteksi Objek YOLO v5 dan Kendali PLC Outseal by Daniel Sutopo Pamungkas, Shendy Saputra, Anastasya Andaresta Pelmelay

“…The system integrates a webcam for image acquisition, the YOLO v5 object detection algorithm for real-time classification, and the Outseal PLC to control actuators via a Ladder Diagram. …”
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