THE LEGAL SYSTEM OF RUSSIA AS THE BASIS OF THE SOVEREIGN REGIME OF LEGALITY by ALBOV A.P.

“…Conclusions obtained in the course of the analysis studied during the analysis: sociopolitical changes contribute to the expansion of the sphere of influence of social norms, their filling with new unique content; traditional spiritual and moral paradigms should matter not less, but more than the legal force of the law, this is the main conclusion of the study of legality and the problem of the influence of the national system of social norms on strengthening the rule of law, and consequently, the increase of the moral potential of the Russian multinational people. …”
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Metabolomic Insights into Sexual Multi-Morphism of Sinomenine Accumulation in <i>Sinomenium acutum</i> by Yanxian Luo, Wen Xu, Yanling Fan, Xinyu Ma, Qian Deng, Meng Li, Wei Sun

“…<i>Sinomenium acutum</i> is the main raw material for sinomenine. Empirical evidence indicates a marked disparity in sinomenine content among <i>S. acutum</i> plants with different genders, resulting in varying medicinal potential of the processing products. …”
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Advanced object detection for smart accessibility: a Yolov10 with marine predator algorithm to aid visually challenged people by Mahir Mohammed Sharif Adam, Hussah Nasser AlEisa, Samah Al Zanin, Radwa Marzouk

“…The deep belief network (DBN) technique is used for the classification process. Finally, the marine predator algorithm (MPA)-based hyperparameter selection process is performed to optimize the classification results of the DBN technique. …”
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LLM-Based Cyberattack Detection Using Network Flow Statistics by Leopoldo Gutiérrez-Galeano, Juan-José Domínguez-Jiménez, Jörg Schäfer, Inmaculada Medina-Bulo

“…Existing tools that harness artificial intelligence techniques mainly use artificial neural networks designed from scratch. …”
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Phyto-reclamation technological methods of biological reclamation of degraded pastures of the Northern Caspian region by Natalia V. Tyutyuma, Galina K. Bulakhtina

“…Purpose: to develop the main elements of the technology for creating a highly productive monocomponent agrophytocenosis from wheatgrass for pasture use on heavily degraded arid pastures of the Northern Caspian region. …”
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Machine learning with hyperparameter optimization applied in facies-supported permeability modeling in carbonate oil reservoirs by Watheq J. Al-Mudhafar, Alqassim A. Hasan, Mohammed A. Abbas, David A. Wood

“…On the other hand, highly permeable fractures function as the main flow conduits within such reservoirs. Permeability measurements are obtained from core and well test analysis, which are too expensive and not available for many wells. …”
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The Association between the Firmicutes/Bacteroidetes Ratio and Body Mass among European Population with the Highest Proportion of Adults with Obesity: An Observational Follow-Up St... by Andrija Karačić, Ira Renko, Željko Krznarić, Sanja Klobučar, Ana-Marija Liberati Pršo

“…<b>Background/Objectives</b>: The phyla Firmicutes and Bacteroidetes are the main constituents of the gut microbiota. An imbalance in the gut microbiota is a sign of dysbiosis, and the Firmicutes-to-Bacteroidetes ratio has been proposed to be a marker of it, especially in the context of obesity. …”
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Real-time traffic monitoring system using IoT-aided robotics and deep learning techniques by Mohammed Qader Kheder, Aree Ali Mohammed

“…The data, which is collected by sensors and cameras, is processed using various image processing algorithms and it is sent to the cloud to be available for drivers and commuters through a mobile application. …”
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Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects by Awal Ahmed Fime, Saifuddin Mahmud, Arpita Das, Md. Sunzidul Islam, Jong-Hoon Kim

“…This survey provides a comprehensive review of the current state-of-the-arts in automatic scene generation, focusing on techniques that leverage machine learning, deep learning, embedded systems, and natural language processing (NLP). We categorize the models into four main types: Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), Transformers, and Diffusion Models. …”
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POPULATION STUDY OF QUALITY OF LIFE OF THE INHABITANTS OF DAKHADAEV DISTRICT OF REPUBLIC OF DAGESTAN by G. M. Abdurakhmanov, P. A. Bekshokova, P. I. Gabibova

“…Indicators of the quality of life in the analyzed settlements are decreasing in both men and women.Main conclusions.The results of population studies of quality of life in general indicate that the environmental component, understood in the framework of 3-defining model of sustainable development (economy, social sphere, ecology), makes a great contribution to the integral profiles quality of life of the rural population. …”
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Effects of sorghum nutritional quality on the brewing quality of strong-flavor Baijiu by LI Jingxin, LIU Hujun, CHENG Zhongliang, WANG Mian, HE Hongkui, CAO Runjie, LI Anjun, SUN Changpo

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Non-invasive ML methods for diagnosis of congenital heart disease associated with pulmonary arterial hypertension by Yuyang Gao, Pengyue Ma, Jiahua Pan, Hongbo Yang, Tao Guo, Weilian Wang

“…Hence, timely diagnosis is imperative for treatment.ApproachTwo non-invasive diagnosis algorithms of CHD-PAH were put forward in this review, which were direct three-divided and two-stage classification models. Pre-processing in both algorithms focuses on segmentation of heart sounds into discrete cardiac cycles. …”
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Assessment of the Economic Efficiency of Long-Term Care System in the Stavropol Territory by I. I. Deren, K. A. Samofatova

“…Scientific methods: analysis of scientific literature on the research problem, tabular method, economic and mathematical analysis; methods of processing and displaying information using the Microsoft Excel software package.Results. …”
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The ladder of regulatory stringency and balance: an application to the US FDA’s regulation of bacterial live therapeutics by Moshe Maor, Hilit Levy Barazany, Ilana Kolodkin-Gal

“…The three main types of live bacterial therapies – probiotics, fecal/microbiome transplants, and engineered bacterial therapies – hold immense potential to revolutionize medicine. …”
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An Integrated Learning Approach for Municipal Solid Waste Classification by Hieu M. Sondao, Tuan M. Le, Hung V. Pham, Minh T. Vu, Son Vu Truong Dao

“…The main objective of this study is to develop and evaluate an effective integrated learning approach for the automatic classification of Municipal Solid Waste using the TrashBox dataset, comprising 17,785 images, to improve the sorting of recyclable waste materials, reduce landfill usage, and promote sustainable environmental practices. …”
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Fatty Acid Composition of Goat and Sheep Milk: Transformation during Yogurt Production by Sadovoy V., Voblikova T., Permyakov A.

“…Olein, stearin, and palmitic acids are the main fatty acids in the fatty phase of milk and yogurt. …”
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Current state and prospects of development of energy-optimal control systems for 2ES6 electric locomotives by S. G. Istomin, K. I. Domanov, A. P. SHATOKHIN, I. N. Denisov

“…The research focuses on the current state and prospects of development of the systems of energyoptimal train driven by freight main line DC electric locomotives 2ES6. An analysis of current trends in energy saving and increasing the efficiency of traction energy resources in railway transport and their impact on haulage of trains shows that train guidance based on machine learning and artificial intelligence remains poorly researched. …”
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Clinical-anamnestic characteristic of first-year children with CNS hipoxyc-ischemic injury by L. O. Volotko

“…The study included 100 newborns. The main group – 31 patients with CNS hypoxic-ischemic injury complicated by an infectious process, the comparison group – 35 patients with CNS hypoxic-ischemic injury without the infectious process, the control group – 34 conditionally healthy children born without signs of CNS hypoxic-ischemic injury and inflammatory diseases. …”
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Detection of water-rich areas and seepage channels via the transient electromagnetic method, electrical resistivity tomography, and self-potential method by Peng Wang, Fan Li, Kai Lu, Wei Huang

“…The subsequent post-processing of these detection results facilitated the construction of a comprehensive three-dimensional model of the groundwater system. …”
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A real-time framework for opinion spam detection in Arabic social networks by Cherry A. Ezzat, Abdullah M. Alkadri, Abeer Elkorany

“…This framework integrates advanced machine learning models, sentiment Analysis, and real-time processing techniques to achieve accurate and efficient detection of opinion spam. …”
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