Drunk Driver Detection Using Thermal Facial Images by Chin-Heng Chai, Siti Fatimah Abdul Razak, Sumendra Yogarayan, Ramesh Shanmugam

“…This study aims to investigate and propose a machine learning approach that can accurately detect alcohol consumption by analyzing the thermal patterns of facial features. Thermal images from the Tufts Face Database and self-collected images were utilized to train the models in identifying temperature variations in specific facial regions. …”
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Epidemic situation and features of accompanying therapy in the treatment of socially significant infectious diseases in penitentiary populations before, during, and after the COVID... by V. M. Kolomiets, N. A. Polshikova, A. Yu. Petrov, A. L. Kovalenko, E. V. Talikova

“…Moreover, all cases were detected in pre-trial detention centers when detainees were admitted to them; these diseases were not recorded in correctional facilities. The same pattern of incidence was noted for the main sexually transmitted infections: against the background of a 4.5-fold increase in trichomoniasis (from 58.1 to 260.6 per 100 thousand) a 4.4-fold decrease in the incidence of syphilis (from 154.9 to 34 .7 per 100 thousand), (P>0.05) was recorded. …”
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A Grey Wolf Optimisation-Based Framework for Emotion Recognition on Electroencephalogram Data by Ram Avtar Jaswal, Sunil Dhingra

“…Human emotions trigger reflective transformations within the brain, leading to unique patterns of neural activity and behaviour. This study connects the power of electroencephalogram (EEG) data to investigate the intricate impacts of emotions, considering their reflective significance in our daily lives, in depth. …”
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Extraction and Spatiotemporal Analysis of Rubber Plantations on Hainan Island, China (1990–2023) Using Phenological and Multivariate Remote Sensing Features by Donghua Wang, Huichun Ye, Yanan You, Chaojia Nie, Jingjing Wang, Jingjuan Liao, Bingsun Wu, Lixia Shen, Dailiang Peng

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Features of daily dynamics of blood pressure in patients with high and very high cardiovascular risk by SCORE scale and concomitant phenomenon of heart rate turbulence by А. І. Vytryhovsky

“…The presence of the phenomenon of heart rate turbulence in patients with existing cardiovascular disease does not lead to the emergence of some features or changing patterns in daily blood pressure…”
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Arrears behavior prediction of power users based on BP neural network and multi-scale feature learning: a refined risk assessment framework by Liang Yu, Yuanshen Hong, Hua Lin, Xu Jiang, Ziming Song

“…Abstract This study aims to develop an efficient model to predict the arrears behavior of electricity users by integrating multi-scale feature learning with a backpropagation (BP) neural network. …”
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Research on the Cultural Landscape Features and Regional Variations of Traditional Villages and Dwellings in Multicultural Blending Areas: A Case Study of the Jiangxi-Anhui Junctio... by Yapeng Duan, Mingxia Chen, Yue Liu, Yuan Wang, Li Zhang

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Analysis of global stock market development-Integration of clustering, classification, and shapley values. by Marcin Stawarz

“…This study aims to analyze the development of global stock exchanges by integrating clustering, classification, and Shapley Values to identify growth patterns and understand the differences in market characteristics and dynamics. …”
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Reliability analysis in curriculum development for social science education driven by machine learning by Rui Mao

“…This research aimed at applying machine learning models to improve reliability in the development of social science courses. Lasso was considered a regression technique that selected relevant features for prediction but eliminated redundant features. …”
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POSITIVE INTERACTION IN AN INCLUSIVE EDUCATION: MANIFESTATION OF THE INTERNATIONAL CHILD DEVELOPMENT PROGRAMME (ICDP) by Farid Alamdar oglu Suleymanov

“…However, these interaction patterns are unprofessional and need development through relevant in-service trainings. …”
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English-Learning Infants’ Developing Sound System Guides Their Early Word Learning by Suzanne Curtin, Susan A. Graham

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Analyzing the Impact of Social Media on the Development of Personality Speech at Different Stages of Ontogenesis by Бутайна Абдул-Азез Аль-Нашаш, Абдель Рахман Мітіб Алтахіне

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Development of a deep learning system for predicting biochemical recurrence in prostate cancer by Lu Cao, Ruimin He, Ao Zhang, Lingmei Li, Wenfeng Cao, Ning Liu, Peisen Zhang

“…However, current preoperative recurrence prediction mainly relies on the use of the Gleason grading system, which omits within-grade morphological patterns and subtle histopathological features, leaving a significant amount of prognostic potential unexplored. …”
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Developing an explainable deep learning module based on the LSTM framework for flood prediction by Zhi Zhang, Dagang Wang, Yiwen Mei, Jinxin Zhu, Xusha Xiao

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Development of biometric systems for passenger identification based on noise-resistant coding means by A. A. Gladkikh, A. K. Volkov, T. G. Ulasyuk

“…On the basis of the International Civil Aviation Organization (ICAO) recommendations, the procedure features of pattern recognition are presented. The versions to adopt the biometric passenger authentication procedures are under consideration. …”
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Application of machine learning in early childhood development research: a scoping review by Akbar K Waljee, Amina Abubakar, Patrick N Mwangala, Faith Neema Benson, Daisy Chelangat, Willie Brink, Cheryl A Moyer

“…Traditional measures fail to fully capture the risks associated with a child’s development outcomes. Artificial intelligence techniques, particularly machine learning (ML), offer an innovative approach by analysing complex datasets to detect subtle developmental patterns.Objective To map the existing literature on the use of ML in ECD research, including its geographical distribution, to identify research gaps and inform future directions. …”
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The Role of Annealing Treatment on Crystallographic, Optical, and Electrical Features of Bi2O3 Thin Films Prepared Using Reactive Plasma Sputtering Technology by Sabeeha A. J. Beden, Hassan A. Dumboos, Mustafa K. Ismael, Mohanad Kadhim Mejbel

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Development of Batik Motifs using Symatrig Application to enhance productivity and competitiveness of SMEs by Dinda Kartika, Debi Yandra Niska, Fevi Rahmawati Suwanto, Sisti Nadia Amalia, Nurhasanah Siregar, Anita Talia, Fikri Syahputra

“…The application also has different motif development patterns to produce various batik motifs. …”
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Dynamics of ecosystem service values in the Tarim River Basin by Mengxin Sun, Mengxin Sun, Xin Shen, Xin Shen, Hailiang Xu, Hailiang Xu, Ai Shajiang·Aili, Ai Shajiang·Aili

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Development of the Regional Carbon Cycle Model in the Central Pacific Sector of the Southern Ocean by Takamitsu Ito

“…This model represents an intermittent double peak pattern of pCO2; one driven by the summertime high temperature and another from the wintertime high of dissolved inorganic carbon. …”
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