Joint uplink and downlink resource allocation for D2D communication based on weighted bipartite graph matching and interference clustering by SHEN Bin, YUAN Wenjun, LI Xuan

“…Moreover, the transmit power of DUE was optimized to maximize the system sum rate while ensured that DUE did not cause serious interference to CUE. …”
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Genome-wide association studies in lettuce reveal the interplay of seed age, color, and germination under high temperatures by Sookyung Oh, Ezekiel Ahn, Ainong Shi, Beiquan Mou, Sunchung Park

“…Abstract Thermoinhibition, the suppression of seed germination by high temperatures, is an adaptive trait that ensures successful seedling establishment in natural environments. …”
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Secure aggregation for semi-decentralized federated learning under heterogeneous data by HUANG Mei, WANG Lingling, ZHANG Zhengyin, LIU Yufei, SUN Yitong

“…The differences between local models have increased with the degree of local data heterogeneity, which has further slowed down the global model’ convergence and reduced its accuracy. Additionally, the complex network topology among nodes has heightened the risk of local data privacy leakage, making it difficult to ensure local data privacy protection. …”
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Planning Scheme of Shenzhen Airport East Comprehensive Transportation Hub for Air-Rail Intermodal Integration by LIU Yalong, TAN Guowei

“…Objective In recent years, China actively promotes the development of air-rail intermodal transportation. However, as a complex system with aviation and high-speed rail two major external transportation modes meeting, the construction and management of air-rail integrated comprehensive transport hub are extremely challenging. …”
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Effect of Inflation on Financial Ratios: A Research in the Manufacturing Sector Traded in Borsa Istanbul by Erdem Saçan

“…Presenting financial statements adjusted for the effects of inflation ensures that the information is more consistent and reliable, which is crucial for users of financial statements to make more accurate decisions. …”
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An organizational theory for multi-agent interactions integrating human agents, LLMs, and specialized AI by Uwe M. Borghoff, Paolo Bottoni, Remo Pareschi

“…Mathematical properties ensure system coherence—across roles, tasks, and timescales—while allowing the natural evolution of interests and groups. …”
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Lightweight interactive feature inference network for single-image super-resolution by Li Wang, Xing Li, Wei Tian, Jianhua Peng, Rui Chen

“…However, these networks commonly construct complex structures, having huge model parameters and high computational costs, to boost reconstruction performance. …”
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Bridging the Gap Between Tabular Information Requirements and the Information Delivery Specification (IDS) by Simon Fischer, Harald Urban, Christian Schranz, Gerhard Zucker

“…Building information modeling (BIM) relies on well-defined information requirements to ensure data availability, accurate data exchange, and model consistency. …”
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Prediction of Blast Vibration Velocity of Buried Steel Pipe Based on PSO-LSSVM Model by Hongyu Zhang, Shengwu Tu, Senlin Nie, Weihua Ming

“…In order to ensure the safe operation of adjacent buried pipelines under blast vibration, it is of great practical engineering significance to accurately predict the peak vibration velocity ofburied pipelines under blasting loads. …”
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Philosophical Review of Artificial Intelligence for Society 5.0 by Ggaliwango, Marvin, Tamale, Micheal, Kanagwa, Benjamin, Jjingo, Daudi

“…Today, AI has reached new heights and has a wide range of applications, from playing complex games to language processing, speech recognition, and facial recog nition [1–3]. …”
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Addressing the dynamic nature of reference data: a new nucleotide database for robust metagenomic classification by Jose Manuel Martí, Car Reen Kok, James B. Thissen, Nisha J. Mulakken, Aram Avila-Herrera, Crystal J. Jaing, Jonathan E. Allen, Nicholas A. Be

“…This approach is crucial for ensuring accuracy and reliability of metagenomic analysis, especially as databases continue to expand in size and complexity.IMPORTANCEAccurately identifying the diverse microbes present in a sample, whether from the human gut, a soil sample, or a crime scene, is crucial for fields ranging from medicine to environmental science. …”
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Development and external validation of machine learning models for the early prediction of malnutrition in critically ill patients: a prospective observational study by Yi Liu, Yehua Xu, Lixia Guo, Zhongbin Chen, Xueqin Xia, Feng Chen, Li Tang, Hua Jiang, Caixia Xie

“…However, identifying individuals at risk remains challenging due to the complexity and variability of patient conditions. This study aimed to develop and externally validate machine learning models for predicting malnutrition within 24 h of intensive care unit (ICU) admission, culminating in a web-based malnutrition prediction tool for clinical decision support. …”
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U-Net-based VGG19 model for improved facial expression recognition by Xiaohu ZHAO, Jingyi ZHANG, Mingzhi JIAO, Lixun XIE, Lanfei WANG, Weiqing SUN, Di ZHANG

“…This balance between model complexity and accuracy highlights the practical applicability of the proposed method in real-world facial recognition scenarios, ensuring that it can be deployed in environments with limited computational resources. …”
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Active Surface Compensation for Large Radio Telescope Antennas by Congsi Wang, Haihua Li, Kang Ying, Qian Xu, Na Wang, Baoyan Duan, Wei Gao, Lan Xiao, Yuhu Duan

“…With the development of radio telescope antennas with large apertures, high gain, and wide frequency bands, compensation methods, such as mechanical or electronic compensation, are obviously essential to ensure the electrical performance of antennas that work in complex environments. …”
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Modern opportunities of regenerative medicine: biofabrication of hollow organs by E. S. Evstratova, P. V. Shegay, S. V. Popov, N. V. Vorobyev, S. A. Ivanov, А. D. Kaprin

“…Modern research pays special attention to the choice of materials and technologies to ensure the mechanical and physiological properties of the newly created tissue. …”
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From genes to traits: maximizing phosphorus utilization efficiency in crop plants by Sumer Zulfiqar, Sumer Zulfiqar, Ran Gu, Ran Gu, Yan Liu, Yan Liu, Yaowei Zhang, Yaowei Zhang

“…Plants respond to inorganic phosphate (Pi) deficiency through complex signaling pathways that trigger changes in gene expression, root architecture, and metabolic pathways to enhance P acquisition and utilization efficiency. …”
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SnowSTNet: A Spatial-Temporal LiDAR Point Cloud Denoising Network for Autonomous Driving in Snowy Weather by Y. Li, X. Yan, H. Huang, Y. Liang, Y. Zhang, J. Yang

“…The proposed SnowSTNet ensures the reliable operation of self-driving vehicles in snowy weather and promotes the widespread application of autonomous driving technology in complex environments.…”
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Crucial File Selection Strategy (CFSS) for Enhanced Download Response Time in Cloud Replication Environments by M.A. Fazlina, Rohaya Latip, Azizol Abdullah, Hamidah Ibrahim, Mohamed A. Alrshah

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A holistic approach to managing cardio-kidney metabolic syndrome: insights and recommendations from the Italian perspective by Massimo Iacoviello, Mauro Gori, Giuseppe Grandaliano, Giuseppe Grandaliano, Roberto Minutolo, Dario Pitocco, Roberto Trevisan, Roberto Trevisan

“…Cardio-kidney metabolic (CKM) syndrome represents a complex and circular interplay of cardiovascular, renal, and metabolic dysfunctions, significantly contributing to global morbidity and mortality. …”
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A Validation Protocol for an Instrumented Wheel: A Comparison with a Dual-Roller Handrim Wheelchair Ergometer by Safiya Noury, Arnaud Hays, Nolwenn Poquerusse, Opale Vigié, Lorian Honnorat, Ilona Alberca, Mathieu Deves, Justin Regnaud, Arnaud Faupin

“…Measuring the propulsion performance of sport wheelchairs in ecological conditions remains complex due to variations inherent in real-world practice. …”
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