Self-Supervised Keypoint Learning for the Geometric Analysis of Road-Marking Templates by Chayanon Sub-r-pa, Rung-Ching Chen

“…Accurately aligning structured visual elements, such as floor markings or road-marking templates, is essential for tasks like automated guidance, verification, and condition assessment. …”
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Efficient intelligent fault diagnosis method and graphical user interface development based on fusion of convolutional networks and vision transformers characteristics by Chaoquan Mo, Ke Huang, Houxin Ji, Wenhan Li, Kaibo Xu

“…Abstract Convolutional Neural Networks have been widely applied in fault diagnosis tasks of mechanical systems due to their strong feature extraction and classification capabilities. …”
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ChatGPT as a data analyst: an exploratory study on AI-supported quantitative data analysis in empirical research by Dimitri Prandner, Daniela Wetzelhütter, Sönke Hese

“…Thus, we concluded that there are severe limitations in the AI’s ability to provide accurate and comprehensive solutions for complex tasks and emphasize the need for caution and verification when using AI powered tools for complex research procedures.…”
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“Schematization” Test in Digital Format for Assessment of the Development of Imaginative Thinking of Senior Preschoolers by E.E. Klopotova, V.V. Fedorov

“… <p>The development of imaginative thinking is one of the main tasks of educational work with preschoolers, because it allows the child to be successful in preschool activities, where the most favorable conditions for the formation of age new achievements are formed. …”
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Strategies toward the gold medal: Unveiling the anticipatory processes of junior high school olympiad students in geometry problem-solving by Erfan Yudianto, Reza Ambarwati, Fina Yatul Lusiana, Nihassuna Hayiduerapu, Hutkemri Zulnaidi

“…For olympiad preparation, we recommend scaffolded problem-solving tasks with structured reflection to transform negative anticipation patterns. …”
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Application of iLogic technology in Autodesk inventor to create parametric 3D-model of a gear wheel and conduct research by Petrakova E.A., Samoilova A.S.

“…Parameterization of three-dimensional models using iLogic technology will allow the engineer to solve various research and optimization tasks in a short time.…”
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Research on an Eye Control Method Based on the Fusion of Facial Expression and Gaze Intention Recognition by Xiangyang Sun, Zihan Cai

“…Finally, the experimental verification of the eye–computer interaction scheme combining the intention recognition model and the eye movement detection model showed that the accuracy of the eye-controlled manipulator to perform various tasks could reach more than 95 percent based on this scheme.…”
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Using Encyclopedic Texts for Training and Inference of Artificial Neural Networks by Vladimir Medeyko

“…ANNs based on the “transformer” architecture exhibit exceptional capabilities in various natural language processing tasks. However, there are several limitations, including hallucination problems, where models generate nonexistent or false statements. …”
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Application of the wavelet transform in problems of searching for a damaged connection with a single-phase earth fault according to SV-stream data by A. O. Paramzin, S. Yu. Dolinger

“…The article aims is verification of the possibility of using the Sample Value data of IEC 61850 in the tasks of finding a faulty feeder with single-phase earth fault by means of wavelet transform.Materials and methods. …”
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Communication, Motivation, And Exemplarity: Building Performance Effectiveness Through A Family-Oriented Leadership Style by Nurma Puspitasari, Rissa Ayustia

“…Data analysis was conducted through reduction, presentation, and verification stages. The findings indicate that the family-oriented leadership style implemented at LAZ MKU significantly enhances employee performance effectiveness. …”
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Multi-level quality assessment of United States COVID-19 epidemiological surveillance. by Megan S Irgens, Riley M O'Neill, John M Ruiz

“…Although the coronavirus disease 2019 (COVID-19) tasked United States (U.S.) health departments with tracking and informing disease mitigation efforts, there has been no national assessment of public COVID-19 data quality. …”
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STARNet: A Deep‐Learning Algorithm for Surface Shortwave Radiation Retrieval From Fengyun‐4A by Mengmeng Song, Dazhi Yang, Hongrong Shi, Yun Chen, Bai Liu, Yanbo Shen, Zijing Ding, Xiang'ao Xia

“…Most importantly, STARNet is exceedingly general and thus applicable to many other retrieval tasks, such as those for aerosols or clouds.…”
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Analytical Inverse Kinematics-Based Method for a 6-DOF Hexa Parallel Robot by Hendriko Hendriko, Nur Khamdi, Jajang Jaenudin, Roni Novison, Muhammad Ikhsan

“…The results demonstrated that the proposed approach could perform complex tasks accurately. Moreover, the comparison test proved that the proposed method is more efficient regarding computational time than the Jacobian method. …”
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Real-Time Vehicle Detection Using Cross-Correlation and 2D-DWT for Feature Extraction by Abdelmoghit Zaarane, Ibtissam Slimani, Abdellatif Hamdoun, Issam Atouf

“…Vehicle detection can be exploited to accomplish several tasks such as computing the distances to other vehicles, which can help the driver by warning to slow down the vehicle to avoid collisions. …”
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Large language model driven transferable key information extraction mechanism for nonstandardized tables by Rong Hu, Ye Yang, Sen Liu, Zuchen Li, Jingyi Liu, Xingchen Ding, Hanchi Sun, Lingli Ren

“…An LLM then performs semantic reasoning, including completeness verification and key information extraction, before organizing data into structured formats. …”
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An Extendable and Deflectable Modular Robot Inspired by Worm for Narrow Space Exploration by Shufeng Tang, Jianan Yao, Yue Yu, Guoqing Zhao

“…The results show that the earthworm-inspired robot, as predicted by the model, possesses accurate extension and deflection performance, and can perform inspection tasks in complex and narrow space environments. Additionally, compared to motor-driven robots, the robot designed in this study does not require insulation in low-temperature environments, and the cold conditions can improve its movement efficiency. …”
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Trustworthy Reputation for Federated Learning in O-RAN Using Blockchain and Smart Contracts by Farhana Javed, Josep Mangues-Bafalluy, Engin Zeydan, Luis Blanco

“…Smart contracts automate critical tasks-such as participant registration, model update verification, and reputation scoring-ensuring that data inputs directly influence accountability in a tamper-proof, transparent manner. …”
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Sources of financing the activities promoting sport and physical education on the basis of the example of Polish foundations and associations by Mamcarczyk Mariola, Zieniuk Paweł

“…The main objective of the paper concerns presentation of the possibilities of acquiring funds by the organisations to carry out the statutory tasks associated with the development of sport and physical education and the structure of sources of financing this activity in practice of Polish foundations and associations. …”
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Beyond Signatures: Leveraging Sensor Fusion for Contextual Handwriting Recognition by Alen Salkanovic, Diego Sušanj, Luka Batistić, Sandi Ljubic

“…Namely, in most cases, only the signature is analyzed, verification methods are more prevalent than recognition methods, and the provided solutions are mainly based on using a particular device or specific sensor for collecting biometric data. …”
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Self-Supervised Feature Disentanglement for Deepfake Detection by Bo Yan, Pan Liu, Yumin Yang, Yanming Guo

“…Experimental results demonstrate that, compared with state-of-the-art methods, the proposed framework exhibits superior generalization performance in cross-unknown forgery technique detection tasks, effectively breaking through the dependency bottleneck of traditional supervised learning on training data distributions. …”
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