A Comprehensive Discussion on Fuzzy Hypersoft Expert, Superhypersoft, and IndetermSoft Graphs by Takaaki Fujita

“…Hypersoft Graphs extend this concept further by incorporating multi-attribute nodes that represent multiple distinct attribute values, enabling the modeling of more complex, multi-dimensional relationships. …”
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A Uniform Clustering Mechanism for Wireless Sensor Networks by Rabia Noor Enam, Rehan Qureshi, Syed Misbahuddin

“…This causes irregular distribution of cluster heads and highly variable number of nodes in the clusters. Also, some of the clusters are spread over large areas within the network, causing limited spatial correlation between associated sensor nodes. …”
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The Application of Kitchen Waste Changed the Community Structure and Composition of AOA and AOB by Affecting the pH and Soil Organic Carbon of Red Soil by Donghui Zhang, Wen Chen, Changtao Wen, Zheng Hou, Keqin Wang, Yali Song

“…The dominant phylum of AOB was <i>Proteobacteria</i>, and the dominant genera were <i>Nitrosospira</i> and norank_Bacteri. (3) The number of AOA co–occurrence network nodes were equivalent to that of AOB, but AOB had more connection edges, indicating a more complex interaction network. …”
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Serum HIF-1α and TGF-β1 levels depending on the clinical and morphological characteristics of breast cancer and sensitivity of tumor to neoadjuvant chemotherapy by E. Yu. Zubareva, M. A. Senchukova, E. V. Virich, M. R. Zubarev, M. A. Goncharova

“…Given the presence of significant correlations between the level of TGF-β1 and the degree of PR in regional lymph nodes, its determination may be useful for assessing the sensitivity of metastases to regional lymph nodes to the neo-A-CT.…”
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Debunking the speed-fidelity trade-off: Speeding-up large-scale energy models while keeping fidelity by Diego A. Tejada-Arango, Juha Kiviluoma, Germán Morales-España

“…This reduces the need for additional components such as nodes and connections. The resulting formulation is more compact, without sacrificing accuracy, and leverages the inherent graph structure of energy systems. …”
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ML-Driven Transistor Self-Heating Analysis From TCAD to Large IP Circuits by Simon Thomann, Nico Mayr, Albi Mema, Hussam Amrouch

“…Hence, self-heating has become a reliability concern and will increase in severity with more advanced nodes in the future (e.g., nanosheets), accelerating aging and shortening the transistor&#x2019;s lifetime. …”
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Comparative evaluation of the effectiveness of immunomodulatory therapy for infectious mononucleosis of mixed etiology (Epstein Barr and cytomegalovirus) in children by E. S. Gasilina, A. A. Frank, S. M. Kitaychik, N. P. Kabanova, G. A. Buchina, N. M. Bochkareva, O. V. Borisova, N. S. Polezhaeva, G. V. Santalova, L. S. Tselkovich, R. B. Balter

“…According to the outcomes «Reduction of lymph nodes by 2 or more times» and «Reduction of the liver and spleen by 2 or more times», data on the advantage of meglumin acridonacetate were obtained. …”
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Fungi promote cross-domain interactions even in deep anoxic mangrove sediments by Ming Sheng Ng, Nathaniel Soon, Min Yi Chin, Sze Koy Ho, Lynn Drescher, Mohamad Azlin Bin Sani, Kiah Eng Lim, Benjamin J. Wainwright, Ying Chang

“…Co-occurrence networks were then constructed to investigate the roles of fungi in these sediment layers, where fungi were consistently identified as keystone taxa in maintaining the microbial network topology, with co-domain interactions constituting more than half of all interactions. Even in the deepest layer, fungal nodes still retained high betweenness centralities, acting as network hubs to potentially augment microbial interactions vital for the functioning of the overall ecosystem. …”
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PANDEMIC INFLUENZA A (H1N1) PDM 09 IN THE SEASON 2015/2016: ANALYSIS OF FATAL OUTCOMES IN CHILDREN by V. N. Timchenko, O. I. Afanas'eva, E. A. Dondurey, O. V. Bulina, V. S. Afanas'eva, L. M. Pochinyaeva, E. F. Gorbunov

“…Pandemic influenza occurred at the background of severe immunosuppression (atrophy of the thymus, depletion  of follicles of peripheral organs of immunogenesis — spleen, lymph nodes, tonsils). The main cause of death was the development of multiple organ failure with rapid progressive lesion of the vital organs.…”
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A Location Estimation Algorithm Based on RSSI Vector Similarity Degree by Fengjun Shang, Wen Su, Qian Wang, Hongxia Gao, Qiang Fu

“…On the other hand, firstly, the RSSI vector similarity degree (R-VSD) is used to choose anchor nodes. Secondly, we designed a new localization algorithm which is based on the quadrilateral location unit by using more accurate RSSI and range. …”
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A Secure Cluster Formation Scheme in Wireless Sensor Networks by Gicheol Wang, Dongkyun Kim, Gihwan Cho

“…If some nodes are compromised and survive the censorship process, they can make some nodes have a different cluster view and can split a cluster into multiple clusters to deteriorate cluster quality as a whole. …”
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Exploring the impact of three meteorological factors and their specific effect sizes on chronic obstructive pulmonary disease admission in Qingyang, China by Deshun Li, Jiyuan Dong, Xiaoju Liu, Jiayan Ge, Juan Shu, Lisha Zhu, Hairong Bao

“…The three factors had a greater negative impact on those over 65 years old. Women were more susceptible to the cold, but men were more vulnerable to high DTR and low humidity. …”
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Outage reduction in 5G uplink cooperative NOMA using PSO-optimized relay selection and successive interference cancelation by David S. Bhatti, M. Asif Haroon, Haeung Choi, Seungmin Kim, Heung-No Lee

“…Previous efforts have focused on selecting cooperative relay nodes to mitigate outages, but most approaches fail to ensure low outage probability under adverse channel conditions. …”
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Topological and spatial heterogeneity of gut microbiota co-abundance networks in pigs revealed by using large-scale samples by Lin Wu, Yuxin Liu, Congying Chen, Jun Gao

“…Compared with the co-abundance networks in the cecum and feces, the networks in the ileum had fewer nodes, but more edges, indicating that the ileum microbiota was a microbial ecosystem with a smaller number of microbial species, but closer interactions. …”
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MGATAF: multi-channel graph attention network with adaptive fusion for cancer-drug response prediction by Dhekra Saeed, Huanlai Xing, Barakat AlBadani, Li Feng, Raeed Al-Sabri, Monir Abdullah, Amir Rehman

“…Results We introduce multimodal multi-channel graph attention network with adaptive fusion (MGATAF), a framework designed to enhance drug response predictions by capturing both local and global interactions among graph nodes. MGATAF improves drug representation by integrating SMILES and fingerprints, resulting in more precise predictions of drug effects. …”
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Implications of circular economy practices for firms in the integrated waste sector by Daniel Agyapong, Gloria K. Q. Agyapong, Daniel Ofori, Osman Light, Stephanie Efua Frimpong

“…PLS was adopted because it integrates factor and route analyses into significantly more rigorous statistical processes. In addition, the Partial Correlation network structure was adopted to explain how the nodes or variables are related to one another.ResultsThe results demonstrate that upcycling has a favorable and considerable impact on the economic performance (β = 0.475, t = 4.495, p = 0.000), social performance (β = 0.403, t = 3.132, p = 0.002), and corporate governance performance (β = 0.455, t = 3.670, p = 0.000) of the firms. …”
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Traditional Chinese medicine trade among RCEP countries: structural characteristics and determinants by Yue Fang, Yue Fang, Meng Xue Tang, Xu Liu

“…However, limited research has been conducted on the complex trade relations among RCEP members.MethodsThe structural features and nodes attributes are analyzed using Social Network Analysis (SNA). …”
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Predicting Future Intrablock Links in Directed Networks Using Triadic Patterns by Lekshmi S. Nair, J. j

“…Complex networks model real-world relationships between entities where any two entities share more than one kind of relationship. Directed multilayer networks are used to represent such networks effectively, capturing the heterogeneity exhibited by the nodes and the directionality of relationships. …”
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The Prediction of Multistep Traffic Flow Based on AST-GCN-LSTM by Fan Hou, Yue Zhang, Xinli Fu, Lele Jiao, Wen Zheng

“…It is more accurate to extract the information of neighbor nodes by replacing the single-hop neighborhood matrix with K-order local neighborhoods to expand the receptive field of graph convolution. …”
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Wireless routeing scheme for UAV-assisted access networks based on the link path loss by Beza Negash Getu, Ali Alnoman

“…Here, it is shown that more variability is observed in the indexes of the traversed UAV nodes when routeing through a random fading environment compared to a nonfading environment.…”
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