Enabling Biodiversity-Informed Architecture Through Ontology-Driven Data Integration by Albin Ahmeti, Defne Sunguroglu Hensel, Cédric Pruski, Jakub Tyc, Michael Hensel

“…The proposed ontology, developed in collaboration with domain experts and adhering to Semantic Web and Linked Data best practices, serves as a mediator between life sciences data (e.g., species distribution and habitats) and geometric information (e.g., maps and voxel models of building structures). …”
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Deep Time Series Intelligent Framework for Power Data Asset Evaluation by Lihong Ge, Xin Li, Li Wang, Jian Wei, Bo Huang

“…Power data asset evaluation occupies the core position in the digitization of the power industry. …”
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Data-driven modeling and regression analysis on ship resistance of in-service performance by Daehyuk Kim, Shin Hyung Rhee

“…This study employs operational data to model ship resistance, aiming to bridge the gap between controlled experiments and real-world conditions. …”
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Study of the dynamics of herbs productivity based on long-term monitoring data by D. A. Ivanov, O. V. Karaseva, M. V. Rublyuk

“…The paper shows methods for studying the data bank for monitoring the yield of grasses within the agrolandscape. …”
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Human development, inequality, and their associations with brain structure across 29 countries by Vicente Medel, Luz M. Alliende, Richard Bethlehem, Jakob Seidlitz, Grace Ringlein, Celso Arango, Aurina Arnatkevičiūtė, Laila Asmal, Mark Bellgrove, Vivek Benegal, Miquel Bernardo, Pablo Billeke, Jorge Bosch-Bayard, Rodrigo Bressan, Geraldo Busatto, Mariana Castro, Tiffany Chaim-Avancini, Monise Costanzi, Leticia Czepielewski, Paola Dazzan, Camilo de la Fuente-Sandoval, Covadonga M. Diaz-Caneja, Marta Di Forti, Ana Maria Diaz-Zuluaga, Stefan Du Plessis, Fabio Duran, Sol Fittipaldi, Alex Fornito, Nelson Freimer, Ary Gadelha, Clarissa Gama, Ranjini Garani, Clemente Garcia-Rizo, Cecilia Gonzalez Campo, Alfonso Gonzalez-Valderrama, Salvador Guinjoan, Bharath Holla, Agustin Ibañez, Daniza Ivanovic, Andrea Jackowski, Pablo Leon-Ortiz, Christine Lochner, Carlos Lopez-Jaramillo, Hilmar Luckhoff, Raffael Massuda, Philip McGuire, Jun Miyata, Romina Mizrahi, Robin Murray, Aysegul Ozerdem, Pedro Pan, Mara Parellada, Lebogang Phahladira, Juan P. Ramirez-Mahaluf, Ramiro Reckziegel, Tiago Reis Marques, Francisco Reyes-Madrigal, Annerine Roos, Pedro Rosa, Giovanni Salum, Freda Scheffler, Gunter Schumann, Mauricio Serpa, Dan J. Stein, Angeles Tepper, Jeggan Tiego, Tsukasa Ueno, Juan Undurraga, Eduardo A Undurraga, Pedro Valdes-Sosa, Isabel Valli, Mirta Villarreal, Toby T Winton-Brown, Nefize Yalin, Francisco Zamorano, Marcus Zanetti, Anderson M Winkler, Sara Evans-Lacko, Nicolas A. Crossley

“…We aimed to determine the association between the level of development and inequality of a country and the brain structure of healthy adults. Methods We conducted a cross-sectional study pooling brain imaging (T1-based) data from 145 magnetic resonance imaging (MRI) studies in 7,962 healthy adults (4,110 women) in 29 different countries. …”
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Boundary-Aware Transformer for Optic Cup and Disc Segmentation in Fundus Images by Soohyun Wang, Byoungkug Kim, Doo-Seop Eom

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Modéliser les dynamiques spatiales d’un tissu urbain dans la longue durée (en plan et en volume) by Bastien Lefebvre

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Convolutional Neural Networks in the SSI Analysis for Mine-Induced Vibrations by Maciej Cyprian Zajac, Krystyna Kuzniar

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Understanding AI adoption among secondary education teachers: A pls-sem approach by Marta López-Costa, Belén Donate-Beby, Natividad Cabrera-Lanzo, Marcelo Fabián Maina

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A Comparative Study of Fractal Models Applied to Artificial and Natural Data by Gil Silva, Fernando Pellon de Miranda, Mateus Michelon, Ana Ovídio, Felipe Venturelli, João Parêdes, João Ferreira, Letícia Moraes, Flávio Barbosa, Alexandre Cury

“…Conversely, methods like Mass and Modified Mass showed limitations in complex fractal structures. For natural datasets, including meteorological and geological data, the fractal dimensions varied significantly across methods, reflecting their differing sensitivities to structural complexities. …”
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Research on Landscape Perception of Urban Parks Based on User-Generated Data by Wei Ren, Kaiyuan Zhan, Zhu Chen, Xin-Chen Hong

“…User-generated data can reflect various viewpoints and experiences derived from people’s perception outcomes. …”
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“Decision Tree” as a Tool for Analyzing the Psychodiagnostics Data Latent Connections by Elena V. Slavutskaya, Leonid A. Slavutsky

“…The study demonstrated the possibilities of the proposed data processing algorithm for evaluating the latent connections between psychological characteristics and for building the hierarchical structures corresponding to vertical system data analysis. …”
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No-Reference Error Detection in Color Difference Datasets: Application to Munsell Data by Valerii Timofeev, Galim Usaev, Mikhail Seliugin, Dmitry Bocharov, Anastasia Sarycheva, Ivan Konovalenko, Olga Basova, Mikhail Tchobanou, Valentina Bozhkova, Dmitry Nikolaev

“…The corrections and methods introduced here support the ongoing refinement of psychophysical color difference datasets, with all results and data made available in a machine-readable format.…”
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Environmental investigation using geophysical data at East Sadat City, Egypt by Sultan Awad Sultan Araffa, Shokry A. Soliman, Ahmed El Khafif, Abdellatif Younis, T.F. Shazley

“…The interpretation of GPR data indicate that the expected water table ranging from 8 m to 11 m in the study area. …”
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ColorPCA: Scalable Colored Dimensionality Reduction for Unlabeled High-Dimensional Data by Wenqiang Cui, Shehzad Afzal, Rafael M. Martins, Sohaib Ghani, Ibrahim Hoteit

“…However, automatic coloring of unlabeled high-dimensional data remains challenging for revealing unknown patterns or class structures in the data. …”
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Europe's adaptation to the energy crisis: reshaped gas supply–transmission–consumption structures and driving factors from 2022 to 2024 by C. Zhou, B. Zhu, A. Halff, A. Halff, S. J. Davis, Z. Liu, S. Bowring, S. B. Arous, P. Ciais

“…We then provide a newly constructed daily intra-EU (European Union) natural gas transmission dataset, EUGasNet, with specified supply sources utilizing the ENTSOG (European Network of Transmission System Operators for Gas) and EUGasSC data. To further understand the economic and climatic impacts, we finally developed EUGasImpact, a daily dataset with sector-specific driving factors of consumption changes based on change attribution models using multiple open datasets. …”
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Data management in balance – a decade of balancing pragmatism, sustainability and innovation at plant research center IPK Gatersleben by Schüler Danuta, Lange Matthias, Altmann Thomas, Cuacos Maria, Arend Daniel, D’Auria John Charles, Fiebig Anne, Kumlehn Jochen, Neumann Kerstin, Melzer Michael, Rey-Mazón Elena, Rolletschek Hardy, Scholz Uwe, Willner Evelin, Reif Jochen C.

“…Under the leadership of a team of data stewards, a research data infrastructure, process landscape, capacity building, and governance structures were successfully established. …”
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GARFIELD, a toolkit for interpreting ultrafast electron diffraction data of imperfect quasi-single crystals by Alexander Marx, Sascha W. Epp

“…The analysis of ultrafast electron diffraction (UED) data from low-symmetry single crystals of small molecules is often challenged by the difficulty of assigning unique Laue indices to the observed Bragg reflections. …”
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Survey on user’s mobility behavior modelling in urban environment by Fengli XU, Yong LI

“…Urban environment has become a typical scenario for areas of mobile communication,transportation scheduling,disease controlling and so on,and modelling user’s mobility behavior plays an important role in these key applications.The research development in this area was combed and summarized,which provided a literature review for related works.Firstly,the main challenges in urban mobility modelling were discussed as well as the corresponding key scientific problems,which included mobility data augmentation,urban structure-aware mobility behavior discovering,multi-scale mobility behavior prediction and mobility data privacy protection.Furthermore,according to these key scientific problems,the recent developments and up-to-date scientific output in this area were summarized,which paved the way for future research.…”
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Practice on data application and security protection in the field of natural resources in Beijing under the digital intelligence transformation by WEI Lili, GU Jin, WANG Jing

“…Finally, the implementation path of Beijing in improving the efficiency of natural resources data application and ensuring data security was presented, and further optimization ideas for natural resources data management and security protection were explored from the perspectives of organizational structure, institutional norms, and technical support.…”
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