An efficient and high-performance WSNs restoration algorithm for fault nodes based on FT in data aggregation scheduling by Cheng Li, Guoyin Zhang

“…In wireless sensor networks(WSNs), data aggregation effectively reduces network traffic, thereby reducing energy consumption and improving network life cycle. …”
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Multi-party efficient audit mechanism for data integrity based on blockchain by Jiashun ZHOU, Na WANG, Xuehui DU

“…A blockchain-based data integrity multi-party high-efficiency audit mechanism (MBE-ADI) for the big data environment was proposed.A hybrid Merkle DAG structure based on data domain was built to organize data, and realized the simultaneous verification of a large number of unstructured data in the big data environment.In order to deal with the problem of large amount of data in the big data environment, a multi copy deterministic verification method based on BLS signature was designed to realize the efficient verification of data integrity supporting multiple copies.A dual verification audit architecture based on consortium blockchain was designed to realize decentralized automatic audit and audit history credible traceability.At the same time, data integrity verification services were provided for data owners and data users to realize reliable acquisition of data.The test proves the feasibility of the system and the efficiency of data integrity audit.…”
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Multimodal Issues and Key Technologies in Ocean Observation Data: A Review by Jie Nie, Zijie Zuo, Xinyue Liang, Min Ye, Ning Song, Xiaofeng Li

“…Unlike traditional multimodal problems in unstructured data, ocean observation data are structured scientific data, posing unique challenges. …”
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Integration of data sets for modelling gender violence and perception of insecurityZenodo by Sandra Lucía Hernández Zetina, Ana Belén Anquela Julián, Ángel Esteban Martín Furones, Carlos Martinez Montes, Santos Fernández Noguerol

“…The collection includes quantitative and qualitative variables obtained and processed from open data, georeferenced publications from a social media platform, and points located through participatory mapping sessions.The data is structured in raw format, organized by country and city, and categorized according to the data source used while processing, which allows unrestricted access with most data analysis software and it does not depend on specific licenses. …”
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Social Intelligence Mining: Transforming Land Management with Data and Deep Learning by Mohammad Reza Yeganegi, Hossein Hassani, Nadejda Komendantova

“…The integration of social intelligence mining with Large Language Models (LLMs) and unstructured social data can enhance land management by incorporating human behavior, social trends, and collective decision-making. …”
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A Hybrid Regression–Kriging–Machine Learning Framework for Imputing Missing TROPOMI NO₂ Data over Taiwan by Alyssa Valerio, Yi-Chun Chen, Chian-Yi Liu, Yi-Ying Chen, Chuan-Yao Lin

“…As the first RK–ML application for TROPOMI data in Taiwan, this study establishes a regional benchmark and offers a transferable methodology for satellite data imputation. …”
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Nearby Real-Time Earthquake Simulation on an Urban Scale Based on Structural Monitoring by Xiandong Kang, Hongyu Chen, Guang Zhao, Xuchuan Lin, Lifu Zheng, Yanan Chen, Qixuan Liu, Zihong Zhao, Xianan Chen, Fei Wang

“…Regional numerical models of 216 buildings were constructed and timeously updated using a geographic information system and measured data. The inputting ground motions recorded in the 5.1 magnitude Tangshan earthquake and typical El Centro waves were selected to analyze the structural seismic response, in which the damage indexes were computed, and the damage predictions of the regional 216 buildings were also simulated in different levels of earthquakes by being combined with the simplified principles of structural damage estimation. …”
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Structural analysis shows the mode of inhibition for Staphylococcus aureus lipase by antipsychotic penfluridol by Julia Kitadokoro, Takatsugu Hirokawa, Masayuki Kamo, Naoki Furubayashi, Yukiko Okuno, Takaaki Hikima, Masaki Yamamoto, Koji Inaka, Katsumi Maenaka, Shigeki Kamitani, Kengo Kitadokoro

“…The resulting co-crystals were subjected to data measurement using the synchrotron radiation facility at SPring-8, and the complex structure was determined. …”
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Self-sensing cement composites for structural monitoring: Behaviour under cyclic loading by Mendoza Reales Oscar, José Aguiar Junior Claudio, de Almeida Carísio Pedro, Teodósio Soares Carlos Fernando, Toledo Filho Romildo

“…As a result, SSCC can be calibrated for use as sensors in concrete structures. However, due to their brittle nature, it remains unclear whether the electrical properties of SSCC remain constant after repeated mechanical loading. …”
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Structural equation modeling to evaluate the financial performance of Indonesian conventional commercial banks by Mia Ayu Gusti, Alpon Satrianto, Candrianto, Egy Juniardi, Heppy Setya Prima

“…This study aims to examine the influence of bank-specific and macroeconomic variables that affect credit risk and Indonesian conventional commercial banks’ financial performance. Structural equation modeling is used to analyze time series data from quarter 1993 to quarter 2023. …”
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Structural basis of response regulator inhibition by a bacterial anti-activator protein. by Melinda D Baker, Matthew B Neiditch

“…Finally, we compare the structure of RapF complexed with the ComA DNA binding domain and the structure of RapH complexed with Spo0F. …”
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Determinants of cybersecurity investment in ASEAN organizations: an integrated structural equation modeling approach by Phasikha Rattanapong, Narongsak Sukma, Smitti Darakorn Na Ayuthaya

“…This study examines the factors influencing cybersecurity investment decisions in organizations across the ASEAN region’s diverse digital landscape, where varying levels of regulatory maturity and digital adoption create unique security challenges. Using structural equation modeling (SEM) with data from 317 cybersecurity and IT executives, we investigated how risk management practices, financial considerations, and cybersecurity governance and compliance affect investment patterns, both directly and through the mediating role of cybersecurity strategy. …”
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An Analysis of Transportation Mode Choice in Bitung City Using Structural Equation Modeling by Lucia Ingrid Regina Lefrandt, Charles S. C. Punuhsingon

“…The analysis used Structural Equation Modeling (SEM) with SPSS and AMOS software. …”
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Bridging Physical and Psychological Factors in Sepak Takraw: A Structural Equation Model by Zulkifli Zulkifli, Yudanto Yudanto, Alficandra Alficandra, M. Fransazeli Makorohim, Raffly Henjilito, Jet Longakit, Sm Farooque

“…Results: The structural model demonstrated good fit (χ²(98)=162.47, p<.001, CFI=.94, TLI=.92, RMSEA=.057, SRMR=.054). …”
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A structured-illumination reflectance imaging dataset for woody breast assessment of broiler meatZenodo by Yuzhen Lu, Hamed Sardari

“…An image dataset was created to assess WB conditions in broiler breast fillets using structured-illumination reflectance imaging (SIRI) as a non-destructive, objective means for WB assessment. …”
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An open-access lumbosacral spine MRI dataset with enhanced spinal nerve root structure resolution by Jionghui Liu, Wenqi Zhang, Yuxing Zhou, Linhao Xu, Ying-Hua Chu, Fumin Jia

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Electronic medical records as a source of real-world clinical data by A. V. Gusev, B. V. Zingerman, D. S. Tyufilin, V. V. Zinchenko

“…The basis of the proposed methodology is the centralized collection of information from EMR in the so-called data lakes, where as much as possible of raw data on the patient is accumulated and subsequent extraction of data from unstructured records through natural language processing (NLP) models. …”
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MAST Kinases’ Function and Regulation: Insights from Structural Modeling and Disease Mutations by Michael C. Lemke, Nithin R. Avala, Michael T. Rader, Stefan R. Hargett, Daniel S. Lank, Brandon D. Seltzer, Thurl E. Harris

“…We set out to describe the origins and diversification of MAST kinases from a structural and bioinformatic perspective to inform future research directions. …”
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Physical and psychological health of medical students: A structural equation modeling approach by Chengcheng Li, Jiarui Zhang, Haiyan Ma, Yujie Feng, Huimin He, Pinghua Zhu

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Structural features of synthetic glycoconjugates and efficiency of their interaction with glycoprotein receptors on the surface of hepatocytes by A. S. Nosova, Yu. A. Budanova, Yu. L. Sebyakin

“…This review article summarizes 75 research papers and discusses data from in vitro and in vivo experiments showing which structures of synthetic carbohydrate derivatives are optimal for targeted drug delivery into liver cells.Results. …”
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