Using machine learning to study the population life quality: methodological aspects by E. V. Shchekotin, В. Л. Гойко, P. A. Basina, B. B. Bakulin

“…Machine learning as a classification tool of social network users’ digital traces makes it possible to create a base to calculate subjective life quality index. The article consistently reviews all stages of the machine learning algorithms application to assess the life quality of the population of the regions of the Russian Federation and the issues of improving neural network accuracy. …”
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«Pull» model of interaction of participants of a life cycle contract of vehicles by N. A. Amosov, E. Yu. Kuznetsova

“…A new challenge for manufacturers is the ability to manage the life cycle of vehicles. Control means monitoring and obtaining various data on the state and quality of the vehicle during the life cycle. …”
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Combining Machine Learning Algorithms with Earth Observations for Crop Monitoring and Management by Magdalena Piekutowska, Gniewko Niedbała, Sebastian Kujawa, Tomasz Wojciechowski

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RESULTS OF LIFE QUALITY EVALUATION IN CHILDREN WITH HEPATIC VARIANT OF GLYCOGEN DISEASE by A. N. Surkov, V. V. Chernikov, A. A. Baranov, L. S. Namazova-Baranova, A. S. Potapov, I. V. Vinyarskaya

“…The modern stage of glycogenoses’ study is characterized by many unsolved issues; in particular, there are no clear examination and complex rehabilitation algorithms for such patients. Moreover, the authors have not revealed any literary data on the study of life quality of children with glycogen storage disease. …”
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Half-life measurements of 212Po with thorium-loaded liquid scintillator by P. Belli, R. Bernabei, R. S. Boiko, F. A. Danevich, A. Di Marco, A. Incicchitti, D. V. Kasperovych, F. Cappella, V. Caracciolo, V. V. Kobychev, O. G. Polischuk, N. V. Sokur, V. I. Tretyak, R. Cerulli

“…Precise measurement of half-life of 212Po (one of the daughter nuclides in radioactive chain of 232Th) was realized by means of liquid scintillator based on toluene doped by complex of thorium and trioctylphosphine oxide with concentration of Th ≈ 0.1 mass %. …”
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Implementation of Dijkstra's Algorithm for Nearest Location Search on Fire Extinguishing Robot by Mohammad Narji, Dedi Setiadi

“…Of course, this field is becoming more interesting to study, seeing its increasingly widespread use in various aspects of human life that are increasingly automated. Real-life automation in machine representation is a value in itself from the implementation of a robot. …”
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LIFE JOURNEY: MEDICAL AND SCIENTIFIC WORK OF PROFESSOR V.A. SOKOLOV by P. A. Ivanov, A. M. Fain, M. V. Sychevsky

“…Sklifosovsky Research Institute for Emergency Medicine. Due to his work, algorithms of life sustaining and recovery of serious patients were developed. …”
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Cluster Analysis Algorithm in the Analysis of College Students’ Mental Health Education by Wanting Zheng

“…The purpose of this work is to study the application analysis algorithm in the students’ context. This work applies the integration analysis algorithm to students’ mental health analysis and identifies students’ mental health problems using the integration analysis algorithm so that students are well informed and guided. …”
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Accuracy Comparison of Machine Learning Algorithms on World Happiness Index Data by Sadullah Çelik, Bilge Doğanlı, Mahmut Ünsal Şaşmaz, Ulas Akkucuk

“…The study is based on the 2024 World Happiness Report data and employs indicators such as Ladder Score, GDP Per Capita, Social Support, Healthy Life Expectancy, Freedom to Determine Life Choices, Generosity, and Perception of Corruption. …”
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Methodology for Assessing the Level of Digitalization of the Construction Industry by A. S. Mishchenko

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Rapid Extraction of Clothing Sample Profile Based on the Improved Canny Algorithm by Na Liu, Yanyan Ma, Linyi Shao, Hao Wang

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Transmission power control and scheduling algorithm in wireless body area networks by Zhi-jun WANG, Feng-ye HU, Ying-qi YIN, Xiao-lan LIU

“…Wireless body area networks(WBAN)were expecting to play an essential role for healthcare,sports,leisure,and all the aspect of our daily life.The purpose was to solve two key issues of WBAN.The first issue was which sensor should transmit during each time slot in order to maximize the lifetime as well as maintaining fairness performance.The second issue was which transmit power level should be chosen for the purpose of energy saving without degrading reliability.For the first problem,a distributed scheduling algorithm was proposed to balance lifetime and fairness for WBAN.For the second issue,a modified transmission power control algorithm was presented to adjust transmit power adaptively.Simulation results are presented to demonstrated efficacy of the proposed algorithm.…”
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Query Processing Algorithm Based on Neighbor Information in Delay Tolerant Network by Dameng Wu, Jiangbo Qian, Yefang Chen, Yihong Dong

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An Anomaly Detection Based on Data Fusion Algorithm in Wireless Sensor Networks by Xingfeng Guo, Dianhong Wang, Fenxiong Chen

“…In addition, our detection algorithm can effectively prolong the life because it is based on data fusion algorithm.…”
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Comparative Study for Classification Algorithms Performance in Crop Yields Prediction Systems by Halbast Rashid Ismael, Adnan Mohsin Abdulazeez, Dathar A. Hasan

“… The agriculture importance is not restricted to our daily life; it is also an effective field that enhances the economic growth in any country. …”
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Resource analysis of quantum algorithms for coarse-grained protein folding models by Hanna Linn, Isak Lyngfelt, Laura García-Álvarez, Göran Johansson

“…Protein folding processes are a vital aspect of molecular biology that is hard to simulate with conventional computers. Quantum algorithms have been proven superior for certain problems and may help tackle this complex life science challenge. …”
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YOLO-WWBi: An Optimized YOLO11 Algorithm for PCB Defect Detection by Yi Zhao, Zhidi Jiang

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Scattering-Based Machine Learning Algorithms for Momentum Estimation in Muon Tomography by Florian Bury, Maxime Lagrange

“…Several real-life requirements are considered, such as the inclusion of hit reconstruction efficiency and resolution and the need for a momentum resolution prediction that can improve reconstruction methods.…”
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Information Fusion Algorithm for Big Data in Digital Publishing Industry Chain by Haixiang He

“…This paper studies the information of big data in the digital publishing industry chain and adopts advanced algorithms for its fusion calculation. The basic theory of digital publishing ecological chain is dissected, the construction requirements, construction methods, and construction paths of digital publishing ecological chain are analysed, and feasible construction measures are proposed. …”
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Measurement methods and interpretation algorithms for the determination of the remaining lifetime of the electrical insulation by Engster F.

“…These results lead finally to the determination of the life time under certain imposed safety conditions. …”
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