Analysis of the e-commerce market in China by Galina G. Goloventchik, Zimin Meng

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Comparative analysis of object tracking algorithms by B. A. Zalesky, V. A. Ivanyukovich, K. V. Reer, D. A. Starikovich

“…Two algorithms were selected for comparative analysis, one of which is the currently known open source ByteTrack tracker, and the other is a simple tracker based on the use of the neural network, correlation comparison together with Kalman filter. …”
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Abnormal structural covariance network in major depressive disorder: Evidence from the REST-meta-MDD project by Changmin Chen, Yuhan Liu, Yu Sun, Wenhao Jiang, Yonggui Yuan, Zhao Qing

“…Although extensive studies have examined gray matter volume (GMV) changes in MDD, inconsistencies persist in reported findings. In the current study, we employed source-based morphometry (SBM) and structural covariance network (SCN) analyses to a large multi-center sample from the REST-meta-MDD database, aiming to characterize robust results of structural abnormalities in MDD. …”
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Quantitative Analysis of Trade Position Shifts of China and the United States in the Indian Ocean Rim Trade Networks Using a Weighted Centrality Approach by Lihua Yuan, Changqing Song, Xiaoqiang Chen, Manjun Zhang, Menghan Yang

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Bridging spatiotemporal wildfire prediction and decision modeling using transformer networks and fuzzy inference systems by Parul Dubey, Pushkar Dubey

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Reconstructing the Silk Road Network: Insights from Spatiotemporal Patterning of UNESCO World Heritage Sites by Yingning Shen, Junmin Liu, Jianan Han, Xiang Wan

“…Building on the observation of gaps in current research, this study provides a comprehensive analysis of the spatial patterns of heritage sites along the Silk Road, focusing on how historical trade routes shaped what are now recognized as heritage sites. …”
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Grapevine red blotch virus (GRBV) in a historical germplasm collection in south-eastern Australia by Kamalpreet Kaur, Amy Rinaldo, David Lovelock, Monica Kehoe, Tonny Kinene, Arryn Clarke, Ian Dry, Brendan Rodoni, Fiona Constable

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A hybrid learning network with progressive resizing and PCA for diagnosis of cervical cancer on WSI slides by Nitin Kumar Chauhan, Krishna Singh, Amit Kumar, Ashutosh Mishra, Sachin Kumar Gupta, Shubham Mahajan, Seifedine Kadry, Jungeun Kim

“…This paper implements a state-of-the-art Hybrid Learning Network that combines the Progressive Resizing approach and Principal Component Analysis (PCA) for enhanced cervical cancer diagnostics of whole slide images (WSI) slides. …”
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Network Analysis Reveals Associations Between Maternal-Infant Multi-Omics and Infant Anthropometry at Birth in the Women First Maternal Periconception Nutrition Trial by Evaniya Shakya, Janet Siebert, Jessica Murphy, Megan Null, Audrey E Hendricks, Daniel Frank, Purevsuren Jambal, Jennifer F Kemp, Jamie L Westcott, Stephanie P Gilley, Nicolas Weaver, Ana Garces, Lester Figueroa, Michael K Hambidge, Nancy F Krebs, Sarah J Borengasser

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A Framework for RF-EMF Time Series Analysis Through Multi-Scale Time Averaging by Nikola Djuric, Dragan Kljajic, Nicola Pasquino, Vidak Otasevic, Snezana Djuric

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Dynamic Adaptive Parametric Social Network Analysis Using Reinforcement Learning: A Case Study in Topic-Aware Influence Maximization by Mohammad Hossein Ahmadikia, Mehdy Roayaei

“…Current network analysis algorithms often rely on search methods or centrality measures but face challenges such as 1) The solution space is large, resulting in high computational complexity. 2) Algorithms may be instance-dependent, relying considerably on network structure and characteristics, which may result in varying performance across different networks. 3) Most existing centrality measures are inherently static, which fail to capture the dynamic nature inherent in network analysis problems. …”
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An analysis of McMurdo Dry Valleys’ lotic habitats within Antarctica’s protected area network and addressing gaps in biodiversity protection by Anna Wright, Cassandra Brooks, Michael Gooseff, Adrian Howkins, Stephen Chignell

“…This study employs spatial analysis of MDV protected areas, streams, lakes, research camps, and tourist sites to assess the robustness of current protections, identify underprotected areas, and outline steps for future protection. …”
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Research trends and network approach of critical thinking skills in English Language Teaching – A bibliometric analysis implementing R studio by M.P. Arthi, S.N.S. Gandhimathi

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Analysis and Application Review of User Behavior Trajectory Based on the Location Information by Kang Chen, Xiaoyu Huang, Aibao Wang, Caixia Tao, Yinghui Guan, Lei Li

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Enhanced Localization in Wireless Sensor Networks Using a Bat-Optimized Malicious Anchor Node Prediction Algorithm by Balachandran Nair Premakumari Sreeja, Gopikrishnan Sundaram, Marco Rivera, Patrick Wheeler

“…The integrity of these networks is often threatened by the presence of malicious nodes that can disrupt the localization process, leading to erroneous positioning and degraded network functionality. …”
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Enhancing transportation network intelligence through visual scene feature clustering analysis with 3D sensors and adaptive fuzzy control by Jing Xu

“…Finally, by designing a similarity matrix for the transportation network environment, we obtain the recognition results for the current environment and state. …”
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Comparative Analysis of Life Cycle Carbon Emissions Between Copper and Aluminum Core Power Cables in Low-Voltage Distribution Networks by Yang Sirui, Zhang Yanchi

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How could GenAI work on in-service teachers’ knowledge building process? An empirical study based on epistemic network analysis by Hui Zhang, Qi Wang

“…This study examines a large language model developed in China to investigate its impact on in-service teachers’ knowledge-building processes. Through analysis of frequency and epistemic network, this study demonstrates that GenAI significantly enhances in-service teachers’ information analysis and critical thinking. …”
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Analysis of thermal diffusion and diffusion thermo effects under the condition of pollutant concentration and bio-convection: An artificial neural network approach by Prateek Kattimani, Nagaraj Patil, Rishiv Kalia, B Sahana, M Sunitha, K.V. Nagaraja

“…The current research explores the influence of bio-convection, thermophoresis and Brownian motion (TBM) on the Casson liquid flow across a stretchable surface subjected to porous media. …”
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Artificial neural network analysis of natural convection of Casson fluid flow over a curved stretching surface with viscous dissipation by Sami Ul Haq, Muhammad Bilal Ashraf, Arooj Tanveer

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