Live video transmission optimization mechanism based on edge intelligence in high client-density environment by Xiaodan GU, Wenjia WU, Zhen LING

“…The traditional live video transmission optimization mechanism is deployed on the server side, which cannot quickly respond to the dynamic changes of the user’s wireless network environment.To address this problem, a live video transmission optimization mechanism based on edge intelligence called S-Edge was proposed.It was deployed on the OpenWrt-based wireless access point, and comprehensively utilized the wireless channel state information such as airtime utilization and signal-to-noise ratio to make intelligent decisions on terminal priority and transmission rate based on fuzzy logic theory.Furthermore, the active queue management with hierarchical token bucket and service demand-driven wireless transmission rate adaptive control technologies were introduced to realize the real-time scheduling of live video data.In order to verify the effectiveness and performance of the proposed mechanism, a high client-density environment was built through user clusters based on multi-radio interfaces in the real-world scenario.Experimental results show that S-Edge can significantly reduce the average delay and packet loss rate, which meets QoS requirements of live video transmission services in the high client-density environment.…”
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A security detection approach based on autonomy-oriented user sensor in social recommendation network by Shanshan Wan, Ying Liu

“…Specifically, (1) the user is simulated as a social sensor with autonomous capabilities, (2) the user interaction model is built based on information propagation, information feedback and information disappearance mechanisms of social sensors, and a user dynamic knowledge graph is formed by considering the variable time function, (3) hierarchical clustering method is used to generate preliminary suspicious candidate groups and graph community detection clustering method is applied on the dynamic knowledge graph to detect the attackers. …”
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Research on crashworthiness of self-similar nested metal multicellular tubes by HUANG CuiPing, DENG XiaoLin, CAI ZhenZhen

“…The hierarchical multicellular structure exhibits good energy absorption characteristics, which can be widely used in the energy absorption devices of vehicles such as automobiles and airplanes. …”
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Optimal sensing performance for cooperative and non-cooperative cognitive radio networks by Waqas Khalid, Heejung Yu

“…There exists an inherent sensing-throughput trade-off in the time-division multiple access–based hierarchical cognitive radio networks. The sum rates of the cognitive radio networks depend on the sensing performance and can be maximized by reducing the sensing errors. …”
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l0 Sparsity for Image Denoising with Local and Global Priors by Xiaoni Gao, Mei Yu, Jianrong Wang, Jianguo Wei

“…The global prior is generated from a hierarchical l0 sparse representation to help eliminate the redundant information and preserve the global consistency. …”
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Boys and Girls in the Classroom—About Didactical Perspectives in Similarities and Differences by Ingela Stenberg, Lena Boström

“…Various explanations for boys’ underperformance mainly include background, expectations, norms, and hierarchical gender order. Few studies have focused on what can be affected, namely the teaching in the classroom. …”
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Adaptive Self-Occlusion Behavior Recognition Based on pLSA by Hong-bin Tu, Li-min Xia, Lun-zheng Tan

“…Then, we proposed a hierarchical area variety model. Finally, we use the topic model of pLSA to recognize the human behavior. …”
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Teacher Overinvolvement and Student Depression among Junior High School Students in Taiwan by Fen Fen Huang, Cou Chen Wu, Chang Ya Hu, Sun Shen Yang

“…A survey instrument adapted and translated from existing surveys was distributed to 1,479 Taiwanese adolescents aged 13—15 years and 172 teachers from 10 public junior high schools in the city of Taipei. The hierarchical linear model (HLM) was used for a cross-level analysis of the data. …”
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SUSTAINABLE HUMAN RESOURCE MANAGEMENT RELATIONSHIP WITH THE HUMAN RESOURCE RISK REDUCTION by Azra Ahmić, Selma Smajlović

“…Grounded on the collected data by 65 human resource managers, hierarchical regression approach was employed as the analysis technique. …”
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Identity Economics and the Creative Economy, Old and New by Herrmann-Pillath Carsten

“…From that perspective, the major novelty in the emerging creative economy, viewed as a new kind of economic system, is the structural change of the social networks, which become less hierarchical and more integrated, resulting in the endogenization of identity formation. …”
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Au-delà de la relation « bourreau-victime » dans l’analyse d’une situation de harcèlement psychologique au travail by Michel Vézina, Julie Dussault

“…These factors are mainly intensification of the work, weakness of the hierarchical authority, precariousness of the ties to employment, as well as the banalization or negation of the phenomenon, tolerance of incivility, and iniquity or injustice in the workplace. …”
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Innovameter: Agent-based modeling of innovation determinants in American and European countries. by Arles Rodríguez, Mercedes Gaitán-Angulo, Melva Inés Gómez-Caicedo, Paula Robayo-Acuña, Iván Ricardo Ruíz-Castro

“…The paper focuses on data analysis through correlation analysis and multiple hierarchical regressions to determine the contribution of specific variables related to the pillars of the Global Innovation Index and indicators of the Human Development Index. …”
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The Analysis of Spatial and Temporal Distribution of Daily Precipitation on the Central and South Western Iran by Amirhossein Halabian, Freshta Hosseinalipour, Fatemeh Jafari Shendi

“…After that, an agglomerative hierarchical cluster analysis has been carried out on this matrix. …”
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Recent Progress of Fabrication of Cell Scaffold by Electrospinning Technique for Articular Cartilage Tissue Engineering by Yingge Zhou, Joanna Chyu, Mimi Zumwalt

“…Since the structure of natural extracellular matrices varies substantially in different tissues, there has been growing awareness of the fact that the hierarchical 3D structure of scaffolds may affect intercellular interactions, material transportation, fluid flow, environmental stimulation, and so forth. …”
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Les difficultés de la filière brésilienne face à la nouvelle organisation mondiale du négoce des pierres de couleur by Aurélien Reys

“…The colored gemstones commoditychains, as most of natural resources exploited, have long consisted as hierarchical trades dominated by the main Western powers. …”
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Peace Education through Agroecology and Organic Farming by Fabio Caporali

“…Scaling up cooperation among hierarchical levels of agriculture organisation (field, farm, and regional, national, international landscapes) appears as the most promising solution for developing a coherent framework consistent with building a peaceful attitude for managing both land, food systems, and friendly relationships among human beings. …”
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The Hybrid Approach to Negotiation: Bridging Traditional and Contemporary Practices in 2024 by Daniel Malutan

“…Traditional negotiations, once defined by formal structures, hierarchical power dynamics, and slow decision-making, are giving way to contemporary approaches that prioritize flexibility, collaboration, and advanced technologies such as Artificial Intelligence (AI) and big data. …”
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Comparative analysis of the Russian regions using machine learning methods for a set of indicators of electronic services by L. A. Borisova

“…In addition, the division of regions into clusters has been obtained using hierarchical clustering, which implies that Moscow has significantly overtaken other regions of Russia in providing electronic services and services, and the remaining regions are heterogeneous in this indicator, considering the considered indicators of digitalisation of the subjects according to the Federal State Statistics Service data for May 2024.…”
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Dynamic Behaviors and Energy Transition Mechanism of Droplets Impacting on Hydrophobic Surfaces by Qiaogao Huang, Ya Zhang, Guang Pan

“…For hydrophobic surfaces with the same intrinsic contact angle, the micromorphology can increase the surface hydrophobicity, especially the hierarchical micromorphology. The dynamic behaviors of droplets impacting on solid surfaces are affected by the wettability. …”
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Implications of δlCP~270° and θ23≳45∘ for Texture Specific Lepton Mass Matrices and 0νββ Decay by Rohit Verma

“…In particular, such hierarchical neutrino mass matrices are not supportive for a vanishing neutrino mass mν1→0 characterized by Det Mν≠0 and predict mν1≃(0.1–8.0) meV, mν2≃(8.0–13.0) meV, mν3≃(47.0–52.0) meV, Σ≃(56.0–71.0) meV, and 〈mee〉≃(0.01–10.0) meV, respectively, indicating that the task of observing a 0νββ decay may be rather challenging for near future experiments.…”
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