Auto-Probabilistic Mining Method for Siamese Neural Network Training by Arseniy Mokin, Alexander Sheshkus, Vladimir L. Arlazarov

“…This paper address these issues by proposing a novel mining method and metric loss function. Firstly, this paper presents an auto-probabilistic mining method designed to automatically select the most informative training samples for Siamese neural networks. …”
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Plastome comparison and phylogenomics of Chinese endemic Schnabelia (Lamiaceae): insights into plastome evolution and species divergence by Shengnan Wei, Jianan Ying, Mengxia Lu, Jie Li, Yanbo Huang, Zhenming Wu, Paul Nevill, Pan Li, Xinjie Jin, Qixiang Lu

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Uncertainty-Aware Active Meta-Learning for Few-Shot Text Classification by Sanghyun Seo, Hiskias Dingeto, Juntae Kim

“…Low-resource natural language understanding is one of the challenges in the field of language understanding. …”
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Genetic segregation of chlorophyll content and light compensation point in a hybrid grapevine population by JI Xiaohao, LIU Fengzhi, WANG Xiaodi, WANG Xiaolong, SHI Meng, WANG Zhiqiang, WANG Haibo

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Water crisis in hospitals: challenges, and recommendations– a qualitative study in Iran by Ahmad Kameli, Kazem Naddafi, Reza Saeedi, Mohammad Javad Hosseinzadeh-Attar, Abbas Ostadtaghizadeh

“…Abstract Introduction Reliable access to water is essential for hospitals to function effectively. Water shortage can disrupt critical hospital operations. …”
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Radiation diagnostics of the state of ventilation and pulmonary circulation in patients with COPD by O. S. Sementsov, S. V. Stepanenko

“…Also a promising area is the use of functional CT (inspiratory-expiratory CT) - which should improve the assessment of respiratory function, including early detection of patients with COPD, which will promote the in time start of specific treatment, reduce episodes of exacerbations during the disease, assess the dynamics of the pathological process and the effectiveness of treatment, as well as improving the prognosis of work and life expectancy of patients. …”
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Impact of health literacy in patients with chronic musculoskeletal disease--systematic review. by Yoon K Loke, Ina Hinz, Xia Wang, Gill Rowlands, David Scott, Charlotte Salter

“…The sample sizes may not have been sufficiently large to enable detection of significant associations.<h4>Conclusions</h4>The current evidence does not show a consistent association between low health literacy and poorer functional outcomes in patients with chronic musculoskeletal conditions. …”
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Electrochemical Magnetic Immunoassay for the Determination of the Fish Allergen β-Parvalbumin by José Pedro Rocha, Maria Freitas, Dulce Geraldo, Fátima Bento, Cristina Delerue-Matos, Henri P. A. Nouws

“…Important factors such as protein source and food processing (e.g., boiling, grilling, and frying) and preservation (e.g., in oil, and vacuum) were evaluated. …”
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Can carbon-labeled food shift Vietnamese consumers towards greener consumption? Integrating theory of consumption value and theory of planned behavior by Huu-Dung Nguyen, Bui Duc Tho, Linh Hoang Thi My, Ha Nguyen Thu, Ngoc Trinh Bao, Anh Nguyen Tuan

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Cortical layer-specific abnormalities in auditory responses in a mouse model of Fragile X Syndrome by Katrina E. Deane, Devin K. Binder, Khaleel A. Razak

“…In this study, we used a depth multielectrode to record in vivo spikes and local field potentials across layers of the auditory cortex in Fmr1 KO and wildtype mice (WT), converting the latter to current source density (CSD) profiles for improved spatial resolution analysis. …”
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Multimodal imaging of dark without pressure in high myopia reveals evidence that photoreceptor microscopic lesions may be reversible by Qingge Guo, Xiuxiu Jin, Xiaoyu Xin, Xiaohong Guo, Shuai Ming, Yuxiang Li, Bo Lei

“…Multimodal imaging including swept source optical coherence tomography (SS-OCT), adaptive optics (AO) fundus imaging was applied to analyze morphologic manifestations of DWP. …”
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Simple fuzzy classification of metal qualities of Ona River, Ibadan, Nigeria, and its implication for fish production and other uses by Olayiwola Akin Akintola, Foluso Oyedotun Agunbiade, Tolulope Omolayo Ariyomo, Toju Esther Babalola, Bolaji Adelanke Adabembe, Oluwaseun Temitope Faloye, Opeyemi Samuel Sajo

“…The results revealed that the PTEs: Fe, Pb, Cd, Cr, and Mn were detected above guideline limits in several sampling points, indicating possible contamination from anthropogenic sources. …”
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Implementation of a wireless sensor network for irrigation management in drip irrigation systems by Mehmet Kamil Meriç

“…The hardware and software designs of the soil moisture monitoring and valve control nodes were created, including the selection of components, specific functionalities of software algorithms, and communication protocols used for data transmission. …”
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Germany’s dual education system: The assessment by its subjects by A. Yu. Pleshakova

“…Moreover, the research materials can be practically applied for the selection and creation of effective, similar to the German, mechanisms of rapid response to globalisation changes in the manufacturing sector.…”
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Per-Hop Reversed Packet Auctions for Cooperative Routing in Mobile Wireless Networks by Lucas S. Brito, Marcelo M. Carvalho

“…A key issue is how to incentivize users to cooperate in both routing and relay of messages by sharing their device&#x2019;s precious resources. Previous works on the subject have either tackled cooperation in the relay of messages alone or in both routing and relay functionalities. …”
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Sociocultural activities of wartime library within the context of the Ukrainian sociohumanitarian science priorities by Vasylenko Olha, Sereda Tetiana

“…Sociocultural activities, as one of the library functioning fields, aim to develop a spiritual culture, disseminate the relevant knowledge, represent the library and scientific resources, shape a positive institutional image; foster the realization of the task of building a scientific worldview, intellectual, moral and aesthetic development of society. …”
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Human oversight of artificial intelligence: An operations management perspective by Jesús Salgado-Criado

“…The practical categorization of oversight design dimensions identifies key factors influencing the selection of resources, methods, and tools for AI applications oversight. …”
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Toward Reliable Post-Disaster Assessment: Advancing Building Damage Detection Using You Only Look Once Convolutional Neural Network and Satellite Imagery by César Luis Moreno González, Germán A. Montoya, Carlos Lozano Garzón

“…These findings contribute to machine learning-based disaster response, offering an efficient, cost-effective framework for large-scale damage assessment and reinforcing the importance of model selection, hyperparameter tuning, and optimization functions in critical real-world applications.…”
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A Framework for Upgrading Contaminated Urban Land and Soil by Nature-Based Solutions: Demonstration with a Swedish Case by Shaswati Chowdhury, Yevheniya Volchko, Jenny Norrman

“…GROs are plant-, fungi-, bacteria-, and soil amendments-based risk management mechanisms that can also simultaneously improve soil functions and the provision of ecosystem services. …”
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YOLO-LSM: A Lightweight UAV Target Detection Algorithm Based on Shallow and Multiscale Information Learning by Chenxing Wu, Changlong Cai, Feng Xiao, Jiahao Wang, Yulin Guo, Longhui Ma

“…Different from previous work on medical detection, this study tailors YOLO-LSM for UAV-based small object detection by introducing targeted improvements in feature extraction, detection heads, and loss functions, achieving better adaptation to aerial scenarios.…”
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