Security environment of the state in the context of the Ministry of Internal Affairs of Ukraine activities by K. L. Buhaichuk

“…The concept of “security environment” (in the context of the existence of a state or a set of states) should be applied when referring to the set of conditions and factors of its existence that provide such a state with protection from internal and external threats. …”
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Differential privacy budget optimization based on deep learning in IoT by Dan LUO, Ruzhi XU, Zhitao GUAN

“…In order to effectively process the massive data brought by the large-scale application of the internet of things (IoT), deep learning is widely used in IoT environment.However, in the training process of deep learning, there are security threats such as reasoning attacks and model reverse attacks, which can lead to the leakage of the original data input to the model.Applying differential privacy to protect the training process parameters of the deep model is an effective way to solve this problem.A differential privacy budget optimization method was proposed based on deep learning in IoT, which adaptively allocates different budgets according to the iterative change of parameters.In order to avoid the excessive noise, a regularization term was introduced to constrain the disturbance term.Preventing the neural network from over fitting also helps to learn the salient features of the model.Experiments show that this method can effectively enhance the generalization ability of the model.As the number of iterations increases, the accuracy of the model trained after adding noise is almost the same as that obtained by training using the original data, which not only achieves privacy protection, but also guarantees the availability, which means balance the privacy and availability.…”
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Phytochemical investigation and assessment of the anti-inflammatory activity of four Heracleum taxa growing in Turkey by Ekin Kurtul, Esra Küpeli Akkol, Büşra Karpuz Ağören, Büşra Yaylacı, Özlem Bahadır Acıkara, Eduardo Sobarzo-Sánchez, Eduardo Sobarzo-Sánchez

“…The Heracleum genus is also prominently recognized for its high content of coumarins, which are considered a significant group of natural compounds known for their noteworthy anti-inflammatory properties.MethodsThe present study evaluated the anti-inflammatory activity of dichloromethane and methanolic extracts from H. paphlagonicum, H. sphondylium subsp. ternatum, H. sphondylium subsp. elegans, and H. sphondylium subsp. cyclocarpum (100 mg/kg), which have not been previously investigated for their anti-inflammatory properties. …”
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Géneros textuales empleados en las universidades del Ecuador. ¿Qué se escribe en las aulas universitarias? by Oscar Santiago Vanegas Quizhpi, Aldo Calzolari

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Bregman distances, totally convex functions, and a method for solving operator equations in Banach spaces

“…First, several basic mathematical concepts involved in the construction and study of Bregman type iterative algorithms are presented from a unified analytic perspective. …”
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Image Segmentation Method of Chinese Yam Leaves in Complex Background Based on Improved ENet by LU Bibo, LIANG Di, YANG Jie, SONG Aiqing, HUANGFU Shangwei

“…Although the real-time semantic segmentation algorithm LinkNet had a slightly higher mIoU, its FLOPs and parameters count were still far greater than the improved algorithm. …”
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Post-marketing safety surveillance for the recombinant zoster vaccine (Shingrix), vaccine adverse event reporting system, United States, October 2017–April 2024 by Yamin Shu, Wenxin Cheng, Xucheng He, Liu Huang, Wei Chen, Qilin Zhang

“…Background: Recombinant zoster vaccine (RZV), received its first marketing authorization in October 2017 to prevent herpes zoster and its complications in older adults. …”
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Multi-objective Particle Swarm Optimization with Integrated Fireworks Algorithm and Size Double Archiving by Yansong Zhang, Yanmin Liu, Xiaoyan Zhang, Qian Song, Aijia Ouyang, Jie Yang

“…MOPSO is well known for its strong global search capability, which efficiently locates solutions that are close to the global optimum across a wide search domain. …”
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The molecular mechanism association between periodontitis and chronic obstructive pulmonary disease by ZHANG Xinyun, MAO Guangtong, WANG Jintao, HE Rui, ZHONG Liangjun, LIU Kai

“…Based on existing studies, this paper discusses the correlation between periodontitis and chronic obstructive pulmonary disease and its influence on patients from the perspective of common molecular mechanisms, in order to provide theoretical guidance for optimizing clinical treatment.…”
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Standardization of breeding and rearing of the endangered Indian catfish Clarias magur (Hamilton, 1822) for juvenile production by Kamal Sarma, Bavithra R., Jaspreet Singh, S.K. Ahirwal, Ujjwal Kumar, Tarkeshwar Kumar, Maneesh Kumar Dubey

“…The walking catfish, Clarias magur, is one of India's most popular food fish because of its nutritional quality and taste. In recent times, more attention has been given to this species due to the alarmingly decreasing availability in natural water bodies. …”
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ANALISIS PERENCANAAN PEMETAAN KAWASAN DAN PENERAPAN KEPEMILIKAN IJIN PENAMBANGAN PASIR YANG BERLEBIHAN DAN ILEGAL by Emmy Lisda Situmorang, Erika Revida, Mulatua Hasiholan Hutagalung

“…The results of the study showed that sand mining in Purba Baringin Village, Pakkat District, and Humbang Hasundutan Regency was still found in many who did not have permits, and many met the need for sand from outside the district itself. …”
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Indonesian Trade Policy in Adjusting the 2020 WTO’s Trade Policy Review by Putu George Matthew Simbolon, Angel Damayanti

“…The Indonesian government should also conduct text mining to determine its trade policies and deal with international trade uncertainty.…”
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IUENNA – openIng the soUthErn jauNtal as a micro-regioN for future Archaeology: A «para-description» by Hagmann, Dominik, Reiner, Franziska

“…Data accessibility is ensured through its online presence in the ARCHE repository (A Resource Centre for the HumanitiEs) of the ACDH-CH. …”
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Carbon Dioxide, a Releaser for Digging Behavior in Solenopsis Geminata (Hymenoptera: Formicidae) by Walter Hangartner

“…At the same time, Blum and Warter (1966) isolated 2-heptanone from Conomyrma pyramica (Roger) and described its function as the releaser of alarm and digging behavior. …”
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Liver Biomarkers and Lipid Profiles in Mexican and Mexican-American 10- to 14-Year-Old Adolescents at Risk for Type 2 Diabetes by Ana Cecilia Fernández-Gaxiola, Roxana Valdés-Ramos, Kimberly Fulda, Ana Laura Guadarrama López, Beatriz E. Martínez-Carrillo, Susan F. Franks, Shane Fernando

“…Mexican-American adolescents are disproportionately affected by T2DM, while in Mexico its prevalence is emerging. We assessed liver biomarkers and lipid profiles among Mexican and Mexican-American adolescents 10–14 years old with high/low risk of T2DM through a cross-sectional, descriptive study (Texas n=144; Mexico n=149). …”
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Automatic Emergence Detection in Complex Systems by Eugene Santos, Yan Zhao

“…We also propose a framework to detect emergent properties given observations of its subsystems. This framework, based on a probabilistic graphical model called Bayesian Knowledge Bases (BKBs), learns individual subsystem dynamics from data, probabilistically and structurally fuses said dynamics into a single complex system dynamics, and detects emergent properties. …”
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The policy and practice of establishing healthy eating in preschool children in the Republic of Srpska, Bosnia and Herzegovina: a qualitative study by S. Stojisavljevic, B. Djikanovic, D. Stojisavljevic, D. Manigoda, J. Niskanovic

“…Experiences with limited financial resources and rigid public procurement procedures make it difficult to obtain desired food items. All the participants agreed that long-term commitment is needed to achieve the full implementation of policy recommendations, together with tripartite and convergent education programs for personnel, parents, and children. …”
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SHOX Duplication and Tall Stature in a Patient with Xq Deletion and Vascular Disease by J. M. Ramirez, F. A. Rodríguez, M. I. Echeverría, A. L. Vargas, A. E. Calderón, R. M. Miatello, N. F. Renna

“…Concomitant structural anomalies in this chromosome that associate partial loss of its long arm with duplications in its short arm are uncommon. …”
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Measuring. Monitoring. Management. Control by A.J. Alieva, Kh.S. Alieva, M.G. Ashrafov, N.Kh. Mustafazade

“…In the optimal mode, this functionality should reach its maximum if some restrictive condition is imposed on the specified dependence. …”

Using GIS-Based Tools for the Optimization of Solid Waste Collection and Transport: Case Study of Sfax City, Tunisia by Amjad Kallel, Mohamed Moncef Serbaji, Moncef Zairi

“…The actual state (Scenario S0) was evaluated, and by modifying its particular parameters, other scenarios were generated and analyzed to identify optimal routes: S1, route optimized with the same working resources (change of stops sequencing only); S2, route optimized with change of vehicles; and S3, route optimized with change of collection method (vehicles and reallocation of bins). …”
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