MBI-KG: A knowledge graph of structured and linked economic research data extracted from the 1937 book “Die Maschinen-Industrie im Deutschen Reich”MADATA by Renat Shigapov, Thomas Schmidt, Jan Kamlah, Irene Schumm, Jochen Streb, Sibylle Lehmann-Hasemeyer

“…The unstructured extracted data was then structured and semantically enriched to enable data integration and reuse. The semantically enriched data was uploaded into an open-source knowledge-graph software. …”
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Digital technologies for water use and management in agriculture: Recent applications and future outlook by Carlos Parra-López, Saker Ben Abdallah, Guillermo Garcia-Garcia, Abdo Hassoun, Hana Trollman, Sandeep Jagtap, Sumit Gupta, Abderrahmane Aït-Kaddour, Sureerat Makmuang, Carmen Carmona-Torres

“…The study concludes by suggesting priorities for future research and development, highlighting the need for integrated technological solutions, improved accessibility and affordability, improved efficiency and sustainability, improved water quality, enhanced data management capabilities, and strategies to address emerging concerns such as cybersecurity and the environmental impact of digital technologies themselves. …”
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Real-time trajectory imaging of alpha particles emitted from actinium-225 and its daughter radionuclides by Seiichi Yamamoto, Masao Yoshino, Kenji Shirasaki, Kohei Nakanishi, Kei Kamada, Akira Yoshikawa, Jun Kataoka

“…These results demonstrate that high-resolution trajectory imaging, integrated with temporal and energy information, offers profound insights into the real-time behavior of Ac-225 and its daughter radionuclides within living cells or tissue sections, thereby driving advancements in targeted alpha-particle therapy.…”
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KE-RSIC: Remote Sensing Image Captioning Based on Knowledge Embedding by Kangda Cheng, Erik Cambria, Jinlong Liu, Yushi Chen, Zhilu Wu

“…Embedding specific knowledge can alleviate to some extent the issue of poor matching between visual features and semantic features due to the lack of relevant knowledge. Subsequently, to integrate entity embeddings, relationship embeddings, and visual features, we propose a visual feature and knowledge information dynamic fusion module. …”
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Structural dynamics of RAF1-HSP90-CDC37 and HSP90 complexes reveal asymmetric client interactions and key structural elements by Lorenzo I. Finci, Mayukh Chakrabarti, Gulcin Gulten, Joseph Finney, Carissa Grose, Tara Fox, Renbin Yang, Dwight V. Nissley, Frank McCormick, Dominic Esposito, Trent E. Balius, Dhirendra K. Simanshu

“…Abstract RAF kinases are integral to the RAS-MAPK signaling pathway, and proper RAF1 folding relies on its interaction with the chaperone HSP90 and the cochaperone CDC37. …”
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Cross-Supervised LiDAR-Camera Fusion for 3D Object Detection by Chao Jie Zuo, Cao Yu Gu, Yi Kun Guo, Xiao Dong Miao

“…In this paper, we propose a cross-fusion framework under a dual spatial representation, by integrating information in different spatial representations, namely bird’s-eye view (BEV) and camera view, and establishing soft links to fully utilize the information carried by different modalities. …”
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Gaussian process latent variable models-ANN based method for automatic features selection and dimensionality reduction for control of EMG-driven systems by Maham Nayab, Asim Waris, Muhammad Jawad Khan, Dokhyl AlQahtani, Ahmed Imran, Syed Omer Gilani, Umer Hameed Shah

“…To overcome such issues, this paper proposes a novel approach that integrates feature reduction techniques with an artificial neural network (ANN) classifier to enhance the accuracy of high-dimensional EMG classification. …”
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Spatiotemporal analysis of the association between residential eviction and fatal overdose in Rhode Island by Jennifer Ahern, Magdalena Cerdá, William C Goedel, Elizabeth A Samuels, Yu Li, Alexandria Macmadu, Benjamin D Hallowell, Kathryn M Leifheit, Alexandra Skinner, Victoria Jent, Bennett Allen, Abigail R Cartus, Claire Pratty, Brandon DL Marshall

“…We applied a Bayesian spatiotemporal approach using an integrated nested Laplace approximation and adjusted for an a priori determined set of time-varying demographic and policy covariates.Results Descriptively, we observed a direct, dose–response relationship between quintiles of eviction incidence rates over the full study period and fatal overdose. …”
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The impact of a 5G-based smart nursing information system and associated mobile hardware on clinical nurses’ work stress: a randomized controlled study in a Chinese hospital by Xuejiao Ruan, Yuying Lou, Xinhua Zhang, Zhulin Wu, Hongzhi Yuan

“…Abstract Background Clinical nurses frequently endure substantial work-related stress, adversely affecting their well-being and potentially compromising patient care quality and safety. The integration of a 5G-based medical private network into smart nursing systems and mobile devices offers a promising solution to reduce this stress. …”
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Quality management of production processes of engineering products in the network by Ya. V. Denisova

“…Result: as a result of a study on the analysis of quality management models of the production process, their distinctive characteristics are determined in relation to the network, the core of which is a machine-building enterprise, which made it possible to develop an intersectoral model of a quality management system, the use of which allows obtaining such network effects as the achievement of integrated production support at all stages of the life cycle; reducing transaction costs, increasing the flexibility of the design and production of new science-intensive and high-tech products, which makes it possible to increase the level of technological sovereignty of the industry by strengthening cooperation ties. …”
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Comparative Study on Environmental Impact of Electric Vehicle Batteries from a Regional and Energy Perspective by Ruiqi Feng, Wei Guo, Chenjie Zhang, Yuxuan Nie, Jiajing Li

“…The mitigation of environmental pollution associated with battery production can be significantly achieved by the holistic integration of clean energy sources and the systematic optimization of manufacturing processes. …”
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Ag-Ag2O nanocomposite biosynthesis by mixed bacterial cultivation and effect of the ph on size and optical properties of the nanocomposite by Morad G. S. S. Al-Asbahi, Bashir A. Al-Ofiri, Fuad A. A. Saad, Adnan Alnehia, Muhammad Hadi

“…Future research may focus on integrating these biologically synthesized nanoparticles into advanced materials and coatings to improve their performance. …”
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Rapid Landslide Detection Following an Extreme Rainfall Event Using Remote Sensing Indices, Synthetic Aperture Radar Imagery, and Probabilistic Methods by Aikaterini-Alexandra Chrysafi, Paraskevas Tsangaratos, Ioanna Ilia, Wei Chen

“…Using Google Earth Engine, we processed satellite imagery to calculate these indices, enabling the assessment of vegetation health, soil moisture, and exposed soil areas, which are key indicators of landslide activity. The methodology integrates these indices with a Weight of Evidence (WofE) model, previously developed to identify regions of high and very high landslide susceptibility based on morphological parameters like slope, aspect, plan and profile curvature, and stream power index. …”
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BCI-Based Rehabilitation on the Stroke in Sequela Stage by Yangyang Miao, Shugeng Chen, Xinru Zhang, Jing Jin, Ren Xu, Ian Daly, Jie Jia, Xingyu Wang, Andrzej Cichocki, Tzyy-Ping Jung

“…This study used both virtual limbs and functional electrical stimulation (FES) as feedback to provide patients with a closed-loop sensorimotor integration for motor rehabilitation. An MI-based BCI system acquired, analyzed, and classified motor attempts from electroencephalogram (EEG) signals. …”
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Combining a Standardized Growth Class Assessment, UAV Sensor Data, GIS Processing, and Machine Learning Classification to Derive a Correlation with the Vigour and Canopy Volume of... by Ronald P. Dillner, Maria A. Wimmer, Matthias Porten, Thomas Udelhoven, Rebecca Retzlaff

“…The specific features were selected based on extensive literature research, including especially the fields of precision agri- and viticulture. To integrate only vine canopy-exclusive features into ML classifications, different feature types were extracted and spatially aggregated (zonal statistics), based on a combined pixel- and object-based image-segmentation-technique-created vine row mask around each single grapevine position. …”
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Navigating complex choices through legitimation: Narrative strategies in risk-reduction mastectomy decision-making among unaffected women with genetic risk for breast cancer in Swi... by Maria Caiata-Zufferey, Reka Schweighoffer, Monica Aceti, Carla Pedrazzani, Maria C. Katapodi, Souria Aissaoui, Mekdes Alemu, Murat Aykut, Fulvia Brugnoletti, Rachel Bunger, Nicole Bürki, Pierre O. Chappuis, Muriel Fluri, Rossella Graffeo, Karl Heinimann, Ashley Machen, Christian Monnerat, Olivia Pagani, Manuela Rabaglio, Eveline Schönau, Simon Wieser, Ursina Zürrer-Härdi

“…This sense-making process is described as a process of legitimation, through which women decide to undergo RRM and integrate it into their life trajectory, ensuring its acceptability for themselves and their social circles. …”
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Synthesis and evaluation of nitrochromene derivatives as potential antileishmanial therapeutics through biological and computational studies by Niloofar Javid, Ali Asadipour, Ehsan Salarkia, Mohammad Amin Langarizadeh, Fatemeh Sharifi, Mohammad Mahdavi, Bagher Amirheidari, Aida Iraji, Hojjat Rezaiezadeh, Gholamreza Hassanpour, Yaghoub Pourshojaei

“…The dual approach of combining experimental and computational methods aims to provide a robust understanding of the compounds’ mechanisms of action and their potential as effective anti-leishmanial agents. This integrative strategy not only enhances the reliability of the findings but also offers valuable insights that could guide future drug development efforts in combating leishmaniasis.…”
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Spatial Characterization of Woody Species Diversity in Tropical Savannas Using GEDI and Optical Data by Franciel Eduardo Rex, Carlos Alberto Silva, Eben North Broadbent, Ana Paula Dalla Corte, Rodrigo Leite, Andrew Hudak, Caio Hamamura, Hooman Latifi, Jingfeng Xiao, Jeff W. Atkins, Cibele Amaral, Ernandes Macedo da Cunha Neto, Adrian Cardil, Angelica M. Almeyda Zambrano, Veraldo Liesenberg, Jingjing Liang, Danilo Roberti Alves De Almeida, Carine Klauberg

“…Data from Sentinel-2 optical imagery, ERA-5 climate data, SRTM-DEM imagery, and simulated GEDI data were selected for the characterization of diversity in four study areas. The integration of ancillary data can improve biodiversity metrics predictions. …”
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Intelligent Recommendation of Multi-Scale Response Strategies for Land Drought Events by Lei He, Yuheng Lei, Yizhuo Yang, Bin Liu, Yuxia Li, Youcai Zhao, Dan Tang

“…This research proposes a multi-scale response strategy recommendation model for land drought events. The model integrates characteristics of drought-causing factors, disaster-prone environments, and hazard-bearing bodies using case-based reasoning (CBR). …”
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Economic policy of Eastern European countries in the field of energy in the context of global challenges by S. Bogachov, A. Kirizleyeva, O. Mandroshchenko, S. Shahoian, Y. Vlasenko

“…BACKGROUND AND OBJECTIVES: The crisis in the energy sector of Eastern European countries determines the search for alternative ways to solve the above problem, one of which is the development of economic policy in the field of energy in the context of European integration. The purpose of the article is to develop conceptual, theoretical-methodological and methodical-practical foundations of economic policy in the field of energy.METHODS: The methodological basis of the paper is a set of techniques, principles, general theoretical, special, interdisciplinary methods of scientific study. …”
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