EC-SBM synthetic network generator by The-Anh Vu-Le, Lahari Anne, George Chacko, Tandy Warnow

“…Furthermore, we demonstrate that EC-SBM can complete analyses on several real-world networks with millions of nodes.…”
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Security control of Boolean control networks against periodic DoS attacks by Bowen Bai, Jinhuan Wang, Linying Xiang

“…DoS attack is one typical form of network attacks that blocks the delivery of information between network nodes. We consider the BCNs under PDoS attacks. Firstly, the control Lyapunov function (CLF) for the BCNs under PDoS attacks is defined, and it is shown that the BCNs can achieve global stabilization if and only if there exists a CLF. …”
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Reordering Features with Weights Fusion in Multiclass and Multiple-Kernel Speech Emotion Recognition by Xiaoqing Jiang, Kewen Xia, Lingyin Wang, Yongliang Lin

“…And different feature subsets are selected in different nodes of the classifier. The highest recognition accuracy of the five emotions in Berlin database is 90.549% with only 15 features selected by RFWF. …”
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Assessment of RBFs Based Meshfree Method for the Vibration Response of FGM Rectangular Plate Using HSDT Model by Manish Srivastava, Jeeoot Singh

“…Here, the seventeen different RBFs are available in various literature to demonstrate the accuracy and efficiency of the present method in terms of the number of nodes and computational time. The results of several numerical examples have shown that the present modified RBF-based mesh-free method can lead to much more accurate solutions. …”
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New equivalent resistance formula of $$m\times n$$ rectangular resistor network represented by Chebyshev polynomials by Ru Wang, Xiaoyu Jiang, Yanpeng Zheng, Zhaolin Jiang, Deliang Xiang

“…Abstract In the process of exploring the field of circuits, obtaining the exact solution of the equivalent resistance between two nodes in a resistor network has become an important problem. …”
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Optimization of Distribution Path considering Cost and Customer Satisfaction under New Retail Modes by Dengqing Wang, Yuting Yang, Yanhu Wang

“…It is found that the immune algorithm is more efficient than the genetic algorithm in searching solutions, thus having better adaptivity and effectiveness, and also that the type of distribution vehicle plays a significant role in determining the total distribution cost.…”
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Effects of simplicial centrality on robustness of higher-order multiplex world trade networks by Zhuoming Ren, Wan Wang, Tongfeng Weng, Wenli Du

“…Simplicial centrality on robustness of multiplex world trade networks under random and targeted attacks reveals that the complex connectivity of higher-order levels renders them more vulnerable post-attack. An optimization strategy of the rebalancing of network centrality is proposed to enhance the robustness, and the simulation shows risks posed to central nodes are minimized and opportunities for peripheral nodes to partake in global trade are broadened.…”
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Secure distributed framework based on seamless key session for smart home environment by Muhammad Mehran Arshad Khan, Chengliang Wang, Minhui Zou

“…Moreover, secure distributed framework works more efficiently on resources-restraint nodes as compared to previous schemes from literature while security is significantly enhanced. …”
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An Energy-Efficient and Scalable Secure Data Aggregation for Wireless Sensor Networks by Taochun Wang, Xiaolin Qin, Liang Liu

“…Meanwhile, in EESSDA scheme, the advanced deployment of shared information between nodes is not required, making the networks with good scalability. …”
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ON THE MATHEMATICS PROBLEM OF MULTILAYERED DIELECTRIC SYSTEMS IN THE CLASSICAL ELECTRODYNAMIC by Yu. I. Hudak

“…The comprehensive classification of two-layer systems is based on the structure of the planar graph in the parameter space having 19 inherent graph nodes, 66 graph edges and 48 facets.…”
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Navigating the Diagnostic Maze: A Case Report of Uncommon Cardiac Metastasis in Childhood Ewing Sarcoma by Balaji Narayanan, Jitendra Sharma, Meenakshi Ahuja, Raghavendra Kamalesh, Ujjawal Khurana, Rajesh Malik

“…Nevertheless, Ewing sarcoma is an extremely aggressive tumor capable of metastasizing to other parts of the body, such as the lungs, bones, liver, and lymph nodes. Cardiac metastases are rare, indicating a poor prognosis, as they suggest that the cancer has become more advanced and challenging to treat.…”
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Robust graph fusion and recognition framework for fingerprint and finger‐vein by Zhitao Wu, Hongxu Qu, Haigang Zhang, Jinfeng Yang

“…Thus, a constraint term to the objective function of the GCN is added to emphasise the differentiation features of the nodes themselves. The experimental results show that the proposed fusion method can achieve more satisfied performance in finger bi‐modal biometric recognition, and the proposed constrained GCN can well alleviate the problem of over‐smoothing.…”
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Cross-Network User Identity Linkage Method with Deep Learning Based on SDNE Embedding Representation by CHENG Jialin, YUAN Deyu, SUN Zeyu, CHEN Ziyan

“…Firstly, the user relationship in the social network is extended, and then  the idea of SDNE model is used to embed learning of user nodes in different networks, and the user nodes are mapped into a low-dimensional vector space. …”
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A BI-OBJECTIVE COST MINIMIZATION MODEL FOR THE INSULAR TOUR ROUTE PLANNING PROBLEM by Mohammad Thezar Afifudin, Muspida Muspida, Dian Pratiwi Sahar

“…In addition, based on the exponential trend line of computing time, the number of nodes has a more significant influence on computing time compared to the number of islands.…”
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Extreme Value Statistics of Community Detection in Complex Networks with Reduced Network Extremal Ensemble Learning (RenEEL) by Tania Ghosh, Royce K. P. Zia, Kevin E. Bassler

“…Often, this is achieved by partitioning the network’s nodes into communities in a way that maximizes an objective function. …”
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Study of Fair Strategy for Merchant Self-Operated Takeaway Delivery Based on Delivery Plan Optimization by Jing Chen, Chengbo Guo, Jiahua Kou, Jiali Du, Shufa Sun, Yanling Guo

“…With the increasing demand for takeaway delivery, more merchants are developing their takeaway delivery system to manage order fulfillment and enhance the consumer online experience. …”
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An Extended Model for Disaster Relief Operations Used on the Hagibis Typhoon Case in Japan by Darya Hrydziushka, Urooj Pasha, Arild Hoff

“…The model considers distribution of the two major commodities of food and medicine, and seven different objectives, and the model can easily be changed to include more commodities in addition to other and different priorities between the objectives. …”
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Robust Controllability Network Method on Temporal Network Using Temporal Link Prediction and Network Embedding by Yan Dou, WanLin Liu, Peyman Arebi

“…Network controllability methods try to fully control the network with the minimum number of control nodes. This type of network is always exposed to internal and external attacks and failures. …”
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Training a hidden Markov model with PMDI and temperature to create climate informed scenarios by Burcu Tezcan, Margaret Garcia

“…These ensembles can aid water resources managers, infrastructure planners, and government policymakers tasked with building of more resilient water systems. Moreover, these ensembles can be used to generate streamflow ensembles, which, in turn, will be a valuable input to study the impact of climate change on regional hydrology.…”
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A Laboratory‐Validated, Graph‐Based Flow and Transport Model for Naturally Fractured Media by Collin R. Sutton, Christopher Zahasky

“…Model network complexity, determined by the number of nodes and edges, significantly impacts model fit to observed data. …”
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