Dynamic Node Management for Energy Optimization in Cognitive Radio Systems by Tangsen Huang, Haibing Yin, Xiangdong Yin, Huijun Xiao

“…The objective is to maximize energy efficiency subject to a constraint on the error probability, ensuring the highest possible energy efficiency while satisfying the required sensing performance criteria. …”
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Enhancing Off-Road Topography Estimation by Fusing LIDAR and Stereo Camera Data with Interpolated Ground Plane by Gustav Sten, Lei Feng, Björn Möller

“…LIDARs are also more expensive. The research question examines whether incorporating LIDARs can significantly improve stereo camera accuracy. …”
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Determinants of Fare Evasion in Urban Bus Lines: Case Study of a Large Database Considering Spatial Components by Susana Freiria, Nuno Sousa

“…From a more theoretical standpoint, it suggests further research on geographic factors is needed to fully understand spatial patterns of evasion.…”
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From policy to practice: The mediating role of innovation in renewable energy adoption in OECD nations by Anjan Kumar Sahu, Mantu Kumar Mahalik

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Default Risk Prediction of Enterprises Based on Convolutional Neural Network in the Age of Big Data: Analysis from the Viewpoint of Different Balance Ratios by Zhe Li, Zhenhao Jiang, Xianyou Pan

“…First, the optimal balance ratio is found through the classification accuracy, which changes the deficiency of the existing research that samples are imbalanced or the balance ratio is 1 : 1 and ensures the accuracy of the classification model. …”
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RECONFIGURABLE CONTROL SYSTEM WITH DISCRETE-TIME CONTROLLERS by A. G. Strizhnev, A. N. Rusakovich

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Evaluating Translation Quality: A Qualitative and Quantitative Assessment of Machine and LLM-Driven Arabic–English Translations by Tawffeek A. S. Mohammed

“…This study investigates translation quality between Arabic and English, comparing traditional rule-based machine translation systems, modern neural machine translation tools such as Google Translate, and large language models like ChatGPT. The research adopts both qualitative and quantitative approaches to assess the efficacy, accuracy, and contextual fidelity of translations. …”
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Investigation Two Type of Absolute and Coordination Variability of Upper Limb Joints through Learning by Zahra Entezari Khorasani, Alireza Farsi, Mohamad Kazem Vaez Mousavi, Behroz Abdoli

“…Objective: Theories are in paradox in relation to the variability pattern with being skilled. Then this research has investigated two types of absolute and coordination variability during basketball free throw learning, with isolating mechanical and dynamical degrees of freedom. …”
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Subjective and Objective Quality Assessment of Image: A Survey by Pedram Mohammadi, Abbas Ebrahimi-Moghadam, Shahram Shirani

“…Furthermore, a brief introduction to 3-D IQA is provided and the issues related to this area of research are reviewed.…”
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Wave structures in the ice field and influence of them on the strength of salt ice by V. P. Epifanov, K. E. Sazonov

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Entrepreneurial engagement and technical grants funding: Analysis of structurally behavioural determinants and economic factors by Abiola John Asaleye, Thobeka Ncanywa

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The short video platform recommendation mechanism based on the improved neural network algorithm to the mainstream media by Mengruo Qi

“…The proposed method utilizes the term frequency inverse document frequency algorithm for text mining, and combines error back propagation neural network for learning to explore the potential connection between users and videos. …”
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SEED SUPPLY AND SEED PREFERENCES OF POTATO FARMERS: NIGDE CENTRAL AND IZMIR ODEMİS PROVINCES by M. Çağla ÖRMECİ KART, Canan F. ABAY, Selina GÜNGÖR, Zeynep ÖZER

“…According to the conjoint analysis results, production type has found the first important factor in both research regions such as the cooking type in Nigde, industrial type in Odemis are preferred by farmers. …”
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EFFECT OF HARVESTING AND DESICCATION METHODS ON QUALITY OF OIL FLAX PRODUCTS AND ECONOMIC EFFICIENCY OF THE CROP IN CASE OF ITS USE BOTH FOR SEED AND FIBRE by Viktor GARMASHOV, Viktor SHCHERBAKOV, Inna KOGUT, Pavlo LYKHOVYD, Oleksandr RUDIK, Ali KERIMOV

“…This research is aiming at exploration of some factors, influencing production cost of cow milk in Bulgarian dairy farms. …”
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Constitutive models for SPA-H weathering steel under coupled process and atmospheric corrosion by Weizhong Nie, Linfeng Lu, Hao Peng, Jichen Zhang

“…The models were validated against experimental data from this study, existing literature, and finite element simulations. Error analysis showed that the model based on average corrosion depth achieved higher accuracy than that based on mass loss rate. …”
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SOFTWARE REQUIREMENTS FOR THE PERSPECTIVE FILBERT GENEPOOL (HAZELNUT) by S. G. Biganova, Yu. I. Sukhorukikh, E. K. Pchikhachev

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The Four‐Dimensional Variational Neustrelitz Electron Density Assimilation Model: NEDAM by L. Yuan, M. M. Hoque, Timothy Kodikara

“…It is found that NEDAM is able to reconstruct well not only the peak density but also the peak density height, which is missing in the previous research.…”
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A New Mathematical Model for Predicting the Surface Vibration Velocity on the Step Topography by Xu Wu, Qifeng Guo, Yunpeng Zhang

“…This new model provides effective reference for blasting seismic wave propagation law research of slope engineering.…”
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Optimal Graph Information Fused Graph Attention Network for Traffic Flow Forecasting by Xing Xu, Luchen Fei, Yun Zhao, Xiaoshu Lü

“…Compared to STSGCN, the mean absolute error (MAE) decreases by 7.9%, 10.3%, 33.2%, and 19.6%, respectively.…”
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Development of Semiparametric Smoothing Spline Path Analysis on Cashless Society by Muhammad Rafi Hasan Nurdin, Muhammad Ohid Ullah, Adji Achmad Rinaldo Fernandes, Eni Sumarminingsih, Solimun Solimun

“…Path analysis requires assumptions to be met, particularly the linearity assumption, which can be tested using the Ramsey Regression Specification Error Test (RESET). Parametric path analysis is appropriate when all variable relationships are linear. …”
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