Multi-Source Data-Driven Local-Global Dynamic Multi-Graph Convolutional Network for Bike-Sharing Demands Prediction by Juan Chen, Rui Huang

“…In the spatial dimension, we consider factors related to the addition or removal of stations and utilize spatial semantic features, such as urban points of interest and station locations, to construct dynamic multi-graphs. …”
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Visual Three-Dimensional Reconstruction of Aortic Dissection Based on Medical CT Images by Xiaojie Duan, Dandan Chen, Jianming Wang, Meichen Shi, Qingliang Chen, He Zhao, Ruixue Zuo, Xiuyan Li, Qi Wang

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Advancements in the Field of Protein-Based Hydrogels: Main Types, Characteristics, and Their Applications by Gábor Katona, Bence Sipos, Ildikó Csóka

“…All in all, this review points out the potential application of value-added delivery systems in regenerative medicine.…”
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Sustainability in IT education: A game-based approach by Benedicte H. Gangstø, Monica Divitini

“…IT students need an understanding of the far-reaching implications of IT, and to acknowledge their responsibility for the systems they create, to actively contribute to positive change. …”
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Higher magnesium depletion score increases the risk of all‑cause and cardiovascular mortality in US adults with diabetes. by Hao Zhang, Liping Kuang, Qiang Wan

“…MDS was divided into lower MDS (0-1 points), middle MDS (2 points), and higher MDS (3-5 points) groups. …”
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Efficient Sampling Schemes for 3D Imaging of Radar Target Scattering Based on Synchronized Linear Scanning and Rotational Motion by Changyu Lou, Jingcheng Zhao, Xingli Wu, Yuchen Zhang, Zongkai Yang, Jiahui Li, Jungang Miao

“…Traditional cylindrical scanning generally utilizes highly sampled full-coverage techniques, leading to an excessive quantity of sampling points and diminished image efficiency, constraining its use for quick detection applications. …”
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The Influence of the EU Council Presidency on National Coordination Mechanisms for European Agenda by Johana Galušková

“…This article examines the degree to which holding the Presidency of the Council of the EU (Presidency) influences CEE countries’ national systems of European affairs coordination. It utilizes process tracing to map out the coordination mechanisms for individual countries along three dimensions: centralization, selectivity, and coordination tools (both technical and personnel-based). …”
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COMPETENCE OF LOCAL AUTHORITIES IN THE ENVIRONMENTAL BUSINESS by I.S. Shchebetun

“…Today in Ukraine there is no single approach to understanding the concept and essence of environmental business, the list of types of environmental business activity is not defined in a normative way, and many scientific points of view on this are expressed in opposite points of view. …”
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THE EFFECTS OF GLOBALIZATION POLICIES IN GRAINS STRATEGIC TRADING IN SOME DEVELOPING COUNTRIES FOR THE PERIOD 1985-2012 by Kays Ghazal, Assad Ibrahim Al-Hayali

“…There was many Opinions that studied the impact of policies of economic globalization in the grain trade strategy in developing countries, some of these pointed out that the policies of globalization, a big benefit in the economies of developing countries and in the grain trade strategy in these countries as it helps them to see the international economic decision and increase the interest standard specifications as well as other benefits can be utilized in various economic fields. …”
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Real-time Three-dimensional Echocardiography: A Feasible and Accurate Method for Measuring Right Ventricular Function in Pulmonary Hypertension by Ashfaq Ahmad, Yifan Zou, Peng Zhang, Lingling Li, Xiaoyu Wang, Ahmed Ali Mohsen, Yousen Wang, Fenling Fan

“…This review focuses on the 3DE assessment of RV function in patients with PH and discusses the following points: (1) acquiring an RV data set for 3DE imaging, including details of all available 3DE systems and software utilized in daily practice; (2) the reliability and feasibility of RV remodeling measured with 3DE with different modalities in patients with PH; and (3) the prognostic value of 3DE-derived RV function in such patients.…”
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Risk analysis of microorganisms in common food spices by Xiaoyang Tang

“…Furthermore, it serves as a cornerstone for developing early safety warning systems and precise prevention and control frameworks in spice processing. …”
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The Naples prognostic score as a new predictive index of severe abdominal aortic calcification: a population-based study by Qiang Tan, Jian Zhang, Yanrong Peng, Rui Yang, Yanbin Zhu, Xi Yong, Hongshun Yin, Jianghua Zheng

“…The variables were filtered utilizing the Least Absolute Shrinkage and Selection Operator (LASSO) regression. …”
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基于时间序列幅值分量标度特性的齿轮箱故障诊断 by 林近山, 窦春红, 伦冠德, 刘炳强

“…Gearboxes are complex dynamical systems and vibration data from defective gearboxes are typically characterized by nonstationarity and nonlinearity.Consequently,it is difficult to extract fault features from these nonstationary and nonlinear data.Detrended Fluctuation Analysis（DFA）can be employed to analyze nonstationary and nonlinear data and the scaling-law curve obtained by DFA can be used to display the dynamical behavior of complex systems.However,scaling-law curves of original data from fault gearboxes usually assume complex shapes.As a result,it is a difficult problem to extract feature parameters from these complex scaling-law curves.To resolve the problem,the scaling property of increment series from fault gearboxes is studied and that the amplitude component of the increment series mainly conveys the nonlinear information is proved.Next,a novel method for fault diagnosis of gearboxes based on scaling features of amplitude components of time series is proposed.The proposed method consists of four parts.Firstly,the increment series of original series is derived.Next,the amplitude component of the increment series is determined.Thirdly,the DFA algorithm is utilized to acquire the scaling-law curve of the amplitude component.Finally,the fluctuation parameters for the starting and the crossover points of the scaling-law curve are extracted and used as feature parameters to describe the conditions of a gearbox.Subsequently,the effectiveness of the proposed method is checked using gearbox fault data.The results show that the proposed method is robust to noise,delivers a good performance and outperforms the diagnostic methods using the temporal parameters in fault diagnosis of gearbox.…”
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Improving urban intersection safety insights from simulation analysis by Chaiwat Yaibok, Piyapong Suwanno, Thaksakorn Pornbunyanon, Chollada Kanjanakul, Paramet Luathep, Atsushi Fukuda

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Optimizing Industrial IoT Data Security Through Blockchain-Enabled Incentive-Driven Game Theoretic Approach for Data Sharing by Muhammad Noman Sohail, Adeel Anjum, Iftikhar Ahmed Saeed, Madiha Haider Syed, Axel Jantsch, Semeen Rehman

“…However, traditional centralized computing systems involve single points of failure. To mitigate these challenges, we have proposed a secure and incentive-based data-sharing framework for IIoT systems using blockchain technology. …”
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Exothermic thermosolutal convection in a nanofluid-filled square cavity with a rotating Z-Fin: ISPH and AI integration by Kuiyu Cheng, Abdelraheem M. Aly, Nghia Nguyen Ho, Sang-Wook Lee, Andaç Batur Çolak, Weaam Alhejaili

“…A dataset comprising 56 data points was used, from which 40 data points were used for training, 8 for validation, and 8 for testing. …”
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Enhancing the Prediction of Dam Deformations: A Novel Data-Driven Approach by Jonas Ziemer, Gideon Stein, Carolin Wicker, Jannik Jänichen, Daniel Klöpper, Katja Last, Joachim Denzler, Christiane Schmullius, Maha Shadaydeh, Clémence Dubois

“…Traditionally, multiple linear regression models have been employed, utilizing in situ data from pendulum systems or trigonometric measurements. …”
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Classification Model for Bot-IoT Attack Detection Using Correlation and Analysis of Variance by Firgiawan Faira, Dandy Pramana Hostiadi

“…This approach resulted in a balanced dataset consisting of 8 attack activity points and 80 normal activity points. Feature selection using the ANOVA method identified 10 key features from a total of 17: seq, stddev, N_IN_Conn_P_SrcIP, min, state_number, mean, N_IN_Conn_P_DstIP, drate, srate, and max. …”
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A Study on a Geohash Cell-Based Spatial Analysis Using Individual Vehicle Data for Linear Information by Kyu Soo Chong

“…Linear spatial data are primarily used in Geographic Information Systems (GISs) to represent spatial data in the form of roads, rivers, railways, and utility lines. …”
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Penggunaan Decision Tree dalam Penentuan Faktor yang Mempengaruhi Status Gizi Buruk Balita di Kelurahan Tamamaung by Tithania Indah Permata Hati, Rahman Rahman, Adhy Rizaldy

“…Malnutrition poses serious risks for developing children, including weakened immune systems, long-term developmental delays, and high mortality rates. …”
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