The impact of digital technologies on the information potential of accounting (financial) statements. Part 2: Impact of digital platforms and models on transparency of corporate re... by M. T. Turmanov, T. M. Rogulenko

“…The use in the course of the study of general scientific methods of analysis and synthesis, as well as methods of logical comparison, reduction and selection of methodologically important facts of reality, made it possible to conclude that in legal terms, the electronic form of existence of objects, objects, processes is legitimized, and the digital form is a deep care into the virtual world through cryptography, the use of complex systems, encryption code and a limited number of participants. …”
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Flood Hazard Assessment Using Weather Radar Data in Athens, Greece by Apollon Bournas, Evangelos Baltas

“…Results from six flood events underscore its ability to identify high-risk areas dynamically, with urban regions frequently flagged for flooding unless initial soil moisture conditions are low. …”
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Development of Wellness Culture through corrective gymnastics by Darinka Ignatova

“…The dynamics of motor activity indicators based on spinal straightening complexes between boys and girls were monitored in five motor tests to determine the level of motor capacity. …”
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Building rooftop extraction from high resolution aerial images using multiscale global perceptron with spatial context refinement by Qinglie Yuan

“…However, buildings often exhibit scale variation, spectral heterogeneity, and similarity with complex geometric shapes. Hence, the building rooftop extraction results exist fragmentation and lack spatial details using these methods. …”
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Controlling Droplet Evaporation in Aerosol Jet Printing to Understand and Mitigate Overspray by Bella I. Guyll, Brayden L. Sanford, Cary L. Pint, Ethan B. Secor

“…Aerosol jet printing is an additive manufacturing technique with broad materials compatibility, high resolution, and complex geometric capabilities. Despite these advantages, even optimized prints are susceptible to overspray, in which sparse deposition of material outside the primary pattern limits precision and quality for high‐value applications. …”
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INTERFACE LAYOUT VERSUS EFFICIENCY OF INFORMATION ASSIMILATION IN THE LEARNING PROCESS by Julia Zachwatowicz, Oliwia Zioło, Mariusz Dzieńkowski

“…The obtained results and the conducted analysis show the interface with the moderate level of complexity, i.e. with a relatively simple layout and without an excessive number of elements, allows for the assimilation of the most information. …”
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Bioinspired Sandwich Structure in Composite Panels by Deepak Sampathkumar, Ashokkumar Mohankumar, Yuvaraja Teekaraman, Ramya Kuppusamy, Arun Radhakrishnan

“…The phenomenon of separation into constituent layers connecting the core and laminate of a composite sandwich complex is a vital complication that leads to early failure of such material. …”
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Variational AutoEncoder for synthetic insurance data by Charlotte Jamotton, Donatien Hainaut

“…Our VAE model’s architecture circumvents the need to pre-train and fine-tune a neural network to encode categorical variables into n-dimensional representative vectors within a continuous vector space of dimension Rn. We assess our VAE’s ability to reconstruct complex insurance data and generate synthetic insurance policies using a motor portfolio. …”
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Improving the Efficiency and Quality of Road Crashes Data in the Sultanate of Oman: Evidence-Based Recommendations by Amira Al Aamri, Sabu S. Padmadas, Li-Chun Zhang, Abdullah Al-Maniri

“…We then critically assessed the NRTC database and proposed coherent strategies to enhance the recording, monitoring, and analysis of RTC data. Our evaluation highlighted the relevance of key variables necessary for understanding the dynamics and complexities of RTC, as well as the gaps and challenges present in the NRTC database. …”
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The procedural side of the rule of law in the observations with anthropological bias by K. V. Aranovskiy, S. D. Knyazev

“…The authors use methods of complex analysis, synthesis, as well as formal-legal, comparative-legal, research methods in combination with the methodology of anthropological science.The main results and scope of their application. …”
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PathIntegrate: Multivariate modelling approaches for pathway-based multi-omics data integration. by Cecilia Wieder, Juliette Cooke, Clement Frainay, Nathalie Poupin, Russell Bowler, Fabien Jourdan, Katerina J Kechris, Rachel Pj Lai, Timothy Ebbels

“…Finally, using COPD and COVID-19 data we showcase how PathIntegrate enables convenient integration and interpretation of complex high-dimensional multi-omics datasets. PathIntegrate is available as an open-source Python package.…”
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Fostering students’ confidence in collaborating in transdisciplinary online problem-based learning projects: practical guidelines for educators by Franci Cronje, Carla Enslin

“…The central role of educators then emerges in facilitating students’ confidence in their ability to participate and perform in OCPBL projects. …”
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Application of artificial intelligence in the diagnosis and treatment of lacrimal disorders: challenges and opportunities by PENG Xintong, LI Guangyu

“…Recent studies have indicated that with the advancements in artificial intelligence (AI) technologies, particularly in machine learning and deep learning, AI demonstrates significant potential in the early screening, accurate diagnosis, and personalized treatment of lacrimal disorders. AI has the ability to provide more precise disease identification and treatment strategies through efficient image analysis, multimodal data fusion, and deep learning algorithms. …”
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Quantifying avian wing shapes: Evaluating indices, their relationships, and ecological correlates by Jiahui Li, Canwei Xia

“…Avian wings are central to their remarkable flight ability and diverse life history strategies, including behaviors such as fighting and mating. …”
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Seasonal forecasting of Pan-Arctic sea ice with state space model by Wei Wang, Weidong Yang, Lei Wang, Guihua Wang, Ruibo Lei

“…This innovative approach enhances our ability to foresee and alleviate the effects of sea ice variability, offering essential insights for strategies aimed at climate adaptation.…”
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Iran's Media Diplomacy Challenges in Tourism Marketing by Fateme Asgharian Kari, Sajad Ferdowsi

“…Data collection was carried out using a semi-structured questionnaire, and data analysis was conducted using the thematic analysis method. …”
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Long-read sequencing transforms the diagnosis of congenital adrenal hyperplasia: resolving pseudogene interference and structural variations by Junfeng Zeng, Junfeng Zeng, Xiaoling Huang, Xiaoling Huang, Yanwei Li, Tizhen Yan, Jiwu Lou, Guizhen Lyu, Yanjin Li, Yanjin Li

“…Conventional genetic methods struggle to resolve complex structural variations and pseudogene interference in key genes like CYP21A2. …”
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Small Scale Multi-Object Segmentation in Mid-Infrared Image Using the Image Timing Features–Gaussian Mixture Model and Convolutional-UNet by Meng Lv, Haoting Liu, Mengmeng Wang, Dongyang Wang, Haiguang Li, Xiaofei Lu, Zhenhui Guo, Qing Li

“…Unlike the basic Gaussian Mixture Model (GMM), the proposed model dynamically adjusts the learning rate according to the content difference between adjacent frames and optimizes the number of Gaussian distributions through time series histogram analysis of pixels. Second, a segmentation framework based on Con-UNet is developed to improve the feature extraction ability of UNet. …”
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GPT-based prediction of short-term survival following decompressive hemicraniectomy in malignant middle cerebral artery infarction by Sebastian Lehmann, Martin Vychopen, Erdem Güresir, Johannes Wach

“…IntroductionAn analysis of the prognostic ability of the large language model (LLM) Generative Pre-trained Transformer (GPT) to predict short-term survival and functional outcomes in patients with malignant middle cerebral artery (MCA) infarction following decompressive hemicraniectomy.MethodsThis retrospective study included 100 patients with malignant MCA infarction who underwent decompressive craniectomy (DC). …”
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Obstacle avoidance algorithm based on sub-image segmentation and mapping point cloud space by Liya ZHANG, Chenxin LI, Bin LIU, Zhifang YANG

“…Finally, the simplification effect of the algorithm on the total amount of point clouds is verified through simulation analysis, the inversion accuracy of the maximum outer diameter of obstacles under different sub-image scales is simulated, and the real-time obstacle avoidance ability effect of the system applying this algorithm is verified. …”
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