STRATEGICITY AS A BASIC PRINCIPLE OF PROFESSIONAL AND PEDAGOGICAL ACTIVITY by Olha O. Lilik

“…It is proved that the prerequisite for the formation of strategies in practice is the tendency to use the same type of mental actions, techniques, manifestations of basic mental operations and ways of solving problems. It was found that the strategic organization of professional and pedagogical activities is based on the idea of the unity of personal and procedural spheres of this activity. …”
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Individualized post‐operative prediction of cochlear implantation outcomes in children with prelingual deafness using functional near‐infrared spectroscopy by Zhe Chen, Xue Zhao, Haotian Liu, Yuyang Wang, Zhikai Zhang, Yuxuan Zhang, Yuhe Liu

“…The predictability of cortical responses far outperformed (Cohen's d: 18.56) that of the collection of audiological and demographic parameters (classification accuracy: 0.62) under the same SVM algorithms and could not benefit from the inclusion of the latter. …”
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Development and validation of a semi-automated algorithm to analyze shear wave elastography clips in muscle tissue by Andreas Haueise, Gabriela F. Carvalho, Mehrin Azan, Dominic Gehring, Katrin Skerl, Angela V. Dieterich

“…SWE clips of the relaxed and activated upper trapezius muscle of 52 healthy participants were analyzed manually and with the algorithm for the muscle’s Young’s modulus (kPa) and shear wave velocity (SWV). …”
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Construction and validation of a predictive model for meningoencephalitis in pediatric scrub typhus based on machine learning algorithms by Yonghan Luo, Wenrui Ding, Xiaotao Yang, Houxi Bai, Feng Jiao, Yan Guo, Ting Zhang, Xiu Zou, Yanchun Wang

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Identification of potential biomarkers and mechanisms for keloid disorder based on comprehensive bioinformatics analysis and machine learning algorithms by Bowen Zheng, Jianxiong Qiao, Xiaoping Yu, Hanghang Zhou, Anqi Wang, Xuanfen Zhang

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Application of machine learning in assessing disease activity in SLE by Feng Wang, Ting Wang, Wei Wei, Yun Wang, Renren Ouyang, Rujia Chen, Hongyan Hou, Shiji Wu, Peihong Yuan

“…Multiple machine learning algorithms were employed to construct models for assessing SLE disease activity.Results The patients were divided into two cohorts, cohort 1 used as the training set to build the machine learning models and cohort 2 for external validation. …”
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The predictive role of identifying frailty in assessing the need for palliative care in the elderly: the application of machine learning algorithm by Zahra Nejatifar, Ahad Alizadeh, Mohammad Amerzadeh, Shideh Omidian, Sima Rafiei

“…We used different machine learning algorithms, with performance assessed using an area under the receiver-operating characteristic curve, sensitivity, and specificity, to develop a validated set of criteria for frailty using machine learning. …”
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Research on time forecasting model in digital twin for logistic activity in intelligent manufactory by Fusheng Qiu, Hongjun Wang, Tang Tang, Liang Wang, Ming Chen

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Towards Machine Learning-Driven Catalyst Design and Optimization of Operating Conditions for the Production of Jet Fuel Via Fischer-Tropsch Synthesis by Parisa Shafiee, Bogdan Dorneanu, Harvey Arellano-Garcia

“…A comprehensive dataset was constructed with 21 input features spanning catalyst structure, preparation method, activation procedure, and FTS operating parameters. …”
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Algorithm for Identification Electromagnetic Parameters of an Induction Motor When Running on a Three-Phase Power Plant by D. S. Odnolko

“…Synthesized algorithm for electromagnetic rotor time constant, active resistance and equivalent leakage inductance of stator induction motor for free rotating rotor. …”
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Retrieval of cloud fraction using machine learning algorithms based on FY-4A AGRI observations by J. Xia, L. Guan

“…The 2B-CLDCLASS-lidar cloud fraction product from the CloudSat and CALIPSO active remote sensing satellite is employed as the truth to assess the accuracy of the retrieval algorithm. …”
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SYSTEM AND ALGORITHM OF INTELLIGENT BIOMEDICAL SIGNAL PROCESSING AND ANALYSIS FOR HUMAN HEALTH STATUS REMOTE MONITORING SYSTEM by Nguyen Trong Tuyen, Tran Trong Huu, Nguyen Mau Thach, Zafar M. Yuldashev

“…The testing results of the developed system and algorithm are discussed.…”
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An Effective Routing Algorithm to Minimize the UAV Routing Time and Extend the Network Lifetime in Clustered IoT Network by H. Zafor, T. A. Sheikh, N. Mazumdar, A. Nag

“…These parameters were compared with some existing algorithms such as Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), and Genetic Algorithm (GA) and found that our proposed algorithm performs better in terms of higher NT, less EC, more NAN, and higher PDP than the existing algorithms ACO, PSO, and GA.…”
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A new algorithm for automating power supply of an AC traction network with a sectioning points on switches by L. A. German, A. Yu. Popov, A. V. Samorukov, D. V. Ishkin, D. V. Yakunin, K. S. Subkhanverdiev

“…In the article, the issue of performing the automatic reclosure of the power line of the traction substation is considered dependent on the successful operation of the BAR algorithm of the sectioning point. …”
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A Data Cleaning Method for the Identification of Outliers in Fishing Vessel Trajectories Based on a Geocoding Algorithm by Li Zhang, Weifeng Zhou

“…In modern fishery management, fishing vessel trajectory data are used to monitor and analyze fishing vessel activities. However, trajectory data are often of low quality, probably due to environmental factors, equipment failures, signal loss and operation errors, leading to numerous outliers in these data. …”
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Enhanced Hybrid Artificial Fish Swarm Algorithm for Three-Dimensional Path Planning Applied to Robotic Systems by Ilias Chouridis, Gabriel Mansour, Vasileios Papageorgiou, Michel Theodor Mansour, Apostolos Tsagaris

“…The combination of improved AFSA and a ray-casting algorithm is also presented. Finally, a method called “multiple laser activation” is introduced to overcome both the main disadvantage of the application of AFSAs in path planning and the limitation of the finite number of possible movement points that appear when bio-inspired algorithms are applied to generate the optimal path in a grid environment. …”
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Evaluating InferVision's Computer-Aided Detection (CAD) algorithm for Tuberculosis (TB) screening, Lusaka, Zambia. by Paul Somwe, Minyoi Maimbolwa, Kanema Chiyenu, Mwansa Lumpa, Mary Kagujje, Monde Muyoyeta

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A BP-Neural-Network-Based PID Control Algorithm of Shipborne Stewart Platform for Wave Compensation by Daoxi Li, Shuqing Wang, Xiancang Song, Zepeng Zheng, Wei Tao, Jvpeng Che

“…The new control algorithm will play an active role in the control of the shipborne Stewart platform.…”
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PM2.5 concentration prediction using machine learning algorithms: an approach to virtual monitoring stations by Ahmad Makhdoomi, Maryam Sarkhosh, Somayyeh Ziaei

“…The PM2.5 concentrations dropped below 30 µg/m2 in 2018 due to reduced human activities during COVID-19 lockdowns but PM2.5 levels were significantly increased because of the ongoing operation of heavy industries post-COVID-19 lockdowns during 2021. …”
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UNIVERSAL INFORMATION BLOCKS AS PART OF THE DATABASE MANAGEMENT SYSTEM OF THE OPERATIONAL DUTY SHIFT OF THE СONTROL СENTER IN CRISIS SITUATIONS by A. L. Popov

“…Based on the results of identifying and analyzing problematic issues in the activities of the operational duty shift for the automation and intellectualization of the activities of specialists, the idea of developing and using universal information blocks as part of a database management system for automated workplaces was proposed. …”
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