Research on Lightweight Open-Pit Mine Driving Obstacle Detection Algorithm Based on Improved YOLOv8s by Bo Xu, Wubin Xu, Bing Li, Hanwen Zhang, Yuanbin Xiao, Weixin Zhou

“…The results show that compared with YOLOv8s, the mAP50 of this algorithm reaches 95.3%, the detection speed is increased by 40.2%, the model parameters are reduced by 71.2%, and the calculation amount is reduced by 73.7%. It meets the requirements of real-time and high-precision obstacle detection in open-pit mine driving and provides technical support for smart mine driving.…”
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Investigating the Relationship Between Preservice Special Education Teachers' Attitudes Toward Professional Collaboration and Teaching Competencies by Eylem Dayı, Hatice Cansu Bilgiç, Mehmet Emin Kalaylı

“…Introduction: Collaboration is a positive and mutually committed process that involves team members working together, pooling resources, and sharing an environment. …”
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YOUTH VANDALISM IN THE ENVIRONMENT OF MEGALOPOLIS: BORDERS OF STANDARD AND DEVIATION by D. V. Rudenkin, I. V. Vorobyeva, O. V. Kruzhkova, M. S. Krivoshchekova

“…The data was processed by the methods of correlation and factorial analysis. Statistical calculations were run with application of Population Viability Analysis software – Vortex.Results and scientific novelty. …”
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