Practical approach to structural assessment of reinforcement in existing concrete structures affected by corrosion or fire by Van den Buverie Nele, Van Mol Noah, Vasseur Lander, Soetens Tim, Van Belleghem Bjorn

“…In some cases, structural assessments should be conducted to guarantee the structure’s safety. …”
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Investigation of Soil-Structure Interaction for Design of Reinforced Concrete Structures under Earthquake Load by Saffet Kılıçer, Korhan Özgan

“…For this reason, structures should be modeled accurately and realistically. …”
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Structured noise champagne: an empirical Bayesian algorithm for electromagnetic brain imaging with structured noise by Sanjay Ghosh, Sanjay Ghosh, Chang Cai, Ali Hashemi, Yijing Gao, Stefan Haufe, Kensuke Sekihara, Ashish Raj, Srikantan S. Nagarajan

“…To the best of our knowledge, no existing algorithm has addressed the brain source estimation problem with such structured noise. We propose to apply a robust empirical Bayesian framework for iteratively estimating the brain source activity and the statistics of the structured noise. …”
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6Li(10B,9Be)7Be reaction mechanisms. Structure and interaction of 9Be + 7Be nuclei by A. T. Rudchik, A. A. Rudchik, O. O. Chepurnov, K. Rusek, K. W. Kemper, E. I. Koshchy, S. Yu. Mezhevych, Val. M. Pirnak, O. A. Ponkratenko, A. Stolarz, R. Siudak, A. P. Ilyin, Yu. M. Stepanenko, V. V. Uleshchenko, Yu. O. Shyrma

“…New experimental data of angular distributions for the 6Li(10B,9Be)7Be reaction were measured at the energy Elab(10B) = 51 MeV for the ground states of nuclei and excited 0.429 - 7.2 MeV states of 7Be. …”
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Multi-scale remote sensing for sustainable citrus farming: Predicting canopy nitrogen content using UAV-satellite data fusion by Dagan Avioz, Raphael Linker, Eran Raveh, Shahar Baram, Tarin Paz-Kagan

“…The integrated RF model, which combined UAV-VIs, Sentinel-2 VIs, and SfM-derived structural data, achieved superior performance (R² = 0.80, RMSE = 0.17 kg/m²) compared to models relying solely on UAV-VIs (R² = 0.68, RMSE = 0.23 kg/m²) or Sentinel-2 VIs (R² = 0.48, RMSE = 0.30 kg/m²). …”
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Hardware-Accelerated Data Readout Platform Using Heterogeneous Computing for DNA Data Storage by Xiaopeng Gou, Qi Ge, Quan Guo, Menghui Ren, Tingting Qi, Rui Qin, Weigang Chen

“…Meanwhile, the hardware acceleration kernel is deployed on an Alveo U200 data center accelerator card, executing multiple logical computing units within modules and utilizing task-level pipeline structures between modules to handle sequencing reads step by step. …”
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Depth geological relations in the Timok Krajina, between Kladovo and Zaječar (eastern Serbia): based on surface, borehole and geophysical data by Marinović Đorđe, Ganić Meri, Rundić Ljupko

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Analyzing the ecologicality and functionality of kiln architecture in China through KH coder data mining algorithm and hierarchical event coding by Runze Liu, Xiang Wang, Lin Yuan, Yunting Gao, Yan Zhang, Mengsi Yang, Weicong Li

“…Based on constructing ecologicality-architecture-cultural resilience theory, this study analyzes the structural features, ecological technologies, and conservation status of kiln architecture across various regions in China through KH Coder data mining and hierarchical event coding method and proposes a new protective framework. …”
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PF-PSS: a double-layer parallel embedded feature selection method for cancer gene expression data by Yu-Wei Song, Jie-Sheng Wang, Yu-Liang Qi, Yu-Cai Wang, Shi Li, Hao-Ming Song, Yi-Peng Shang-Guan

“…To address the issues of feature selection (FS) and cancer subtype diagnosis for cancer gene expression data, a novel FS method with a double-layer parallel embedded structure has been proposed. …”
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Documentary fluxes study and elaboration of information selection techniques and representation as the basis of efficiency rise of problem-oriented data bases generation and use by N. V. Peregoedova, V. V. Rykova, N. A. Balutkina, E. I. Luk’yanova, L. A. Mandrinina, E. Y. Shevtsova, O. B. Markova, V. A. Mamontova

Subjects: “…bibliographic data bases of spstl sb ras…”
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BIG DATA IN BUSINESS ENVIRONMENT by Logica BANICA, Alina HAGIU

“…It is necessary to aggregate all types of data (structured and unstructured) in order to improve current transactions, to develop new business models, to provide a real image of the supply and demand and thereby, generate market advantages. …”
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Depth-specific soil moisture estimation in vegetated corn fields using a canopy-informed model: A fusion of RGB-thermal drone data and machine learning by Milad Vahidi, Sanaz Shafian, William Hunter Frame

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Russian-language repository of the open clinical data “SibMED Data Clinical Repository” by E. S. Kulikov, O. S. Fedorova, I. V. Tolmachev, U. V. Ryazantseva, D. A. Vrazhnov, A. V. Gubanov, S. V. Nesterovich, A. A. Shmyrina

“…Siberian State Medical University developed the first Russian-language repository of clinical data “SibMed Data Clinical Repository” (https://dataset.ssmu.ru/). …”
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Expert Experiences in Anonymizing Personal Data and Its Use as Open Data: Qualitative Insights by Norbert Lichtenauer, Johann Guggumos, Matthias Kampmann, Juliane Kis, Florian Laumer, Elena März, Florian Wahl, Sebastian Wilhelm

“…<i><b>Methods</b></i>: As part of the EAsyAnon research project, preliminary insights were gathered through a scoping review that identified factors promoting or impeding the anonymization and use of personal data. Based on these findings, a structured interview guide was developed. …”
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Enhancing Clinical Data Infrastructure for AI Research: Comparative Evaluation of Data Management Architectures by Richard Gebler, Ines Reinecke, Martin Sedlmayr, Miriam Goldammer

“…ResultsThe results show that clinical data warehouses offer strong data governance, stability, and structured reporting, making them well suited for environments that require strict compliance and reliable analysis. …”
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Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations by Nicholas Tierney, Dianne Cook

“…We define a new data structure, and a suite of new operations. Together, these provide a connected framework for handling, exploring, and imputing missing values. …”
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Classification Algorithm for Heterogeneous Network Data Streams Based on Big Data Active Learning by Lili Zhan

“…This study proposes a SNN-RODE based LapRLS heterogeneous network data classification algorithm to achieve deep embedding of structure and semantics among nodes by constructing a multitask SNN and selecting dead song datasets to perform mining tasks to train the neural network. …”
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Towards data-driven electricity management: multi-region uniform data and knowledge graph by Vid Hanžel, Blaž Bertalanič, Carolina Fortuna

“…Furthermore, we develop an RDF knowledge graph that characterizes the electricity consumption of the households and contextualizes it with household-related properties enabling semantic queries and interoperability with other open knowledge bases like Wikidata and DBpedia. This structured data can be utilized to inform various stakeholders towards data-driven policy and business development.…”
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Evolution and gaps in data mining research: Identifying the bibliometric landscape of data mining in management by Romel Al-Ali, Sabri Mekimah, Rahma Zighed, Rima Shishakly, Mohammed Almaiah, Rami Shehab, Tayseer Alkhdour, Theyazn H.H Aldhyani

“…The study examines the bibliometric structure of data mining in management. Analyzing 2,942 publications, the research identifies significant growth in data mining studies. …”
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DNEA: an R package for fast and versatile data-driven network analysis of metabolomics data by Christopher Patsalis, Gayatri Iyer, Marci Brandenburg, Alla Karnovsky, George Michailidis

“…Analysis of metabolomics data is a multi-step process that involves data processing, quality control and normalization, followed by statistical and bioinformatics analysis. …”
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