Public Space Optimization Strategy Through Social Network Analysis in Shenzhen’s Gongming Ancient Fair by Hang Ma, Mohan Wang, Jinqi Li, Han Liu

“…Second, the networks’ structural characteristics were analyzed using seven metrics: node degree, density, betweenness centrality, betweenness centralization, clustering coefficient, average path length, and small-world property. …”
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Study on Multiobjective Path Optimization of Plant Protection Robots Based on Improved ACO‐DWA Algorithm by Jing Niu, Chuanyan Shen, Lipeng Zhang, Guanghao Gao, Jiahao Zheng

“…Then, using the improved ACO‐DWA algorithm, the robot access cost was integrated into the objective function of the search node, and the path planning was carried out online based on the environment grid map. …”
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Tight MILP formulation for pipeline gas flow with linepack by T. Klatzer, S. Wogrin, D.A. Tejada-Arango, G. Morales-España

“…Test cases are carried out on a modified 24-bus IEEE Reliability Test System and a 12-node gas system, considering discrete unit commitment decisions.…”
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A cooperative intrusion detection system for internet of things using fuzzy logic and ensemble of convolutional neural networks by Xiongwei Qiu, Lianzhi Shi, Pengtong Fan

“…After clustering, an observer node is assigned to each subnet, in which a separate detection model is deployed, so that intrusion detection can be performed in the second phase. …”
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Investigation of thermal-hydraulic coupling impact on transient modeling of steam flow in integrated energy systems by Wei Zhong, Meng Yuan, Xiaojie Lin, Liuliu Du-Ikonen, Long Jiang, Xiaolei Yuan, Long Huang

“…Case#2 further validates the decoupling assumption under actual parameter fluctuations through a 24-node steam network. Key findings demonstrate: (1)The dominant steam parameter contributing to STAM errors varies under different baseline pressures; (2) Although thermal-hydraulic decoupling becomes invalid in low-pressure pipelines experiencing sudden pressure changes, it remains applicable under all other conditions at an average amplitude threshold of 11.66 % for temperature fluctuations; (3) Parameter fluctuations in operational energy systems exhibit irregular yet bounded characteristics, and the thermal-hydraulic decoupling assumption in STAM demonstrates applicability in the investigated steam network case study. …”
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SPARQ: Efficient Entanglement Distribution and Routing in Space–Air–Ground Quantum Networks by Mohamed Shaban, Muhammad Ismail, Walid Saad

“…Moreover, in contrast to the prior art that assumes homogeneous nodes, SPARQ encompasses heterogeneous nodes with different functionalities further complicates the entanglement distribution. …”
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Inverse Dynamics-Based Motion Planning for Autonomous Vehicles: Simultaneous Trajectory and Speed Optimization with Kinematic Continuity by Said M. Easa, Maksym Diachuk

“…This approach enables the determination of parameters at the final node of the road segment while varying the reference length. …”
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Energy-efficient artificial fish swarm-based clustering protocol for enhancing network lifetime in underwater wireless sensor networks by Puneet Kaur, Kiranbir Kaur, Kuldeep Singh, Kiran Saleem, Ateeq Ur Rehman, Rupesh Gupta, Seada Hussen Adem

“…Efficient clustering can help address these challenges by grouping nearby nodes to minimize network fragmentation and balance energy consumption. …”
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An Unmanned Delivery Vehicle Path-Planning Method Based on Point-Graph Joint Embedding and Dual Decoders by Jiale Cheng, Zhiwei Ni, Wentao Liu, Qian Chen, Rui Yan

“…Experimental results demonstrate that PGDD reduces total costs by 8.73% on average compared to state-of-the-art algorithms in 100-node scenarios, with performance gains reaching 12.5% for larger-scale problems (400 nodes), validating its superiority in complex path-planning. …”
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Global DNA methylation of brain neurons in acute poisoning with clozapine and its combination with alcohol: An experimental study by Anastasiya S. Babkina, Maryam B. Khadzhieva, Irina V. Ostrova, Ivan A. Ryzhkov, Arkady M. Golubev

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Transfer Learning-Empowered Physical Layer Security in Aerial Reconfigurable Intelligent Surfaces-Based Mobile Networks by Yosefine Triwidyastuti, Tri Nhu Do, Ridho Hendra Yoga Perdana, Kyusung Shim, Beongku An

“…This paper investigates the enhancement of physical layer security (PHY security) in Reconfigurable Intelligent Surfaces (RIS)-aided terrestrial and non-terrestrial networks (TN/NTN), focusing on the challenges posed by node mobility. In the context of next-generation mobile networks, ensuring secure communication is critical, especially under varying channel conditions caused by mobility. …”
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Network analysis of depression emotion suppression digital burnout and protective psychological factors by Yuting Zhan, Xu Ding

“…Community detection analysis identified two distinct clusters: a Risk Factor Community (depression, digital burnout, emotion suppression) and a Protective Factor Community (resilience, self-compassion, mindfulness). The average predictability of nodes was 39.5%, ranging from 23.8% for cognitive reappraisal to 74.4% for depression. …”
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Network analysis of narrative discourse and attention-deficit hyperactivity symptoms in adults. by Rafael Martins Coelho, Cláudia Drummond, Natália Bezerra Mota, Pilar Erthal, Gabriel Bernardes, Gabriel Lima, Raquel Molina, Felipe Kenji Sudo, Rosemary Tannock, Paulo Mattos

“…Parameters were total number of words (TNW), number of loops of one node (L1), repeated edges (RE), largest strongly connected component (LSC) and average shortest path (ASP). …”
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Leveraging natural language processing for efficient information extraction from breast cancer pathology reports: Single-institution study. by Phillip Park, Yeonho Choi, Nayoung Han, Ye-Lin Park, Juyeon Hwang, Heejung Chae, Chong Woo Yoo, Kui Son Choi, Hyun-Jin Kim

“…<h4>Results</h4>Among three BERT models, BioBERT was the most accurate parsing model (average performance =  0.99901) for breast cancer pathology when set to k = 5. …”
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Simultaneous Implant and Dermal Flap Technique for Breast Reconstruction After Skin-Sparing Total Mastectomy for Breast Carcinoma by Agdoğan Ö, Gürdal özkan S

“…A total of 22 patients underwent bilateral mastectomies, while 6 had unilateral mastectomies. Axillary lymph node dissection was performed in all cases. Preoperative radiotherapy was administered to 3 patients, and postoperative radiotherapy was given to 5 patients. …”
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Subsidence and sedimentation dynamics of the lakeside part of the Rita River delta in the rupture zone, the northwestern coast of Lake Baikal by Lunina Oksana, Gladkov Anton

“…Comparison of multi-temporal DSM and DTM by calculating the difference in elevation for each node (pixel) of the model is a promising and inexpensive method for monitoring surface deformations.…”
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Metamodel-Based Optimization Method for Traffic Network Signal Design under Stochastic Demand by Wei Huang, Xuanyu Zhang, Haofan Cheng, Jiemin Xie

“…In the numerical example, a six-node test network is used to examine the proposed metamodel-based optimization method. …”
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Research on Optimized Algorithm for Deep Learning Based Recognition of Sediment Particles in Turbulent Flow by WANG Hao, YANG Feiqi, ZHANG Lei, WU Wei, XIE Haonan, ZHAO Lin

“…During Q4 events, the average flow velocity exceeds that observed during Q2 events. …”
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Vegetation Effects on LoRa-Based Wireless Sensor Communication for Remote Monitoring of Automatic Orchard Irrigation Status by Shahriar Ahmed, Md Nasim Reza, Samsuzzaman, Md Rejaul Karim, Hongbin Jin, Heetae Kim, Sun-Ok Chung

“…LoRa-based sensor nodes may provide a reliable solution for wireless communication in orchard cultivation and smart farming, facilitating real-time environmental monitoring. …”
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Sleep Disorders and Risk Factors of Obstructive Sleep Apnea Syndrome in Hypertensive Patients with Obesity in the Practice of Physician-Internist by Radchenko O., Bek N., Zvorska I., Mykulynets R.

“…It is important that EH with OB and snoring were associated with the presence of nodes in the thyroid gland. Moreover, the higher score of the questionnaire means the larger sonographic size of the node. …”
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