Achieving Network Stability via Optimal Pinning Control in Weighted Complex Networks by Saber Jafarizadeh

“…When optimizing controllability, unweighted Laplacian and uniform feedback gains are conventionally used for the pinned nodes, ignoring the significance of link weights, usually leading to suboptimal results. …”
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Brain Tumor Identification and Classification of MRI Images Using Deep Learning Techniques by Zheshu Jia, Deyun Chen

“…ELM is a type of learning algorithm consisting of one or more layers of hidden nodes. Such networks are used in various areas, including regression and classification. …”
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A lightweight framework to secure IoT devices with limited resources in cloud environments by Vivek Kumar Pandey, Dinesh Sahu, Shiv Prakash, Rajkumar Singh Rathore, Pratibha Dixit, Iryna Hunko

“…It is deployed on Raspberry Pi nodes and can do real-time inference in less than 1 ms and 1,250 samples/sec. …”
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Optimizing capacitor size and placement in radial distribution networks for maximum efficiency by R. Arunjothi, K.P. Meena

“…After implementing the optimal capacitor placements at the identified candidate nodes, a significant reduction in losses within the radial distribution system is observed. …”
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Analysis of Core Area Characteristics in Travel Networks Using Block Modeling by Mincheul Bae, Soyeong Lee, Heesun Joo

“…Block modeling, a method that clusters nodes performing similar roles within a network to identify functional regional structures, distinguishes passenger and freight patterns. …”
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Optimization design of insulation and parasitic parameters for medium-voltage hybrid ANPC busbars by Yiping ZHAO, Xiaobo DONG, Haoyuan JIN, Gan WANG, Laili WANG, Hong ZHANG

“…The busbar, serving as a critical power transmission component in power electronic converters, fulfills essential functions including interconnection of power devices, capacitors, terminals, and insulation. …”
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Delay-Sensitive Routing Schemes for Underwater Acoustic Sensor Networks by N. Javaid, M. R. Jafri, S. Ahmed, M. Jamil, Z. A. Khan, U. Qasim, S. S. Al-Saleh

“…These schemes also employ an optimal weight function ( W F ) for the computation of transmission loss and speed of received signal. …”
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Translating Exosomal microRNAs from Bench to Bedside in Parkinson’s Disease by Oscar Arias-Carrión, María Paulina Reyes-Mata, Joaquín Zúñiga, Daniel Ortuño-Sahagún

“…This review integrates findings from preclinical models, patient-derived samples, and systems biology to delineate the functional impact of exosomal miRNAs in PD. We propose mechanistic hypotheses linking miRNA dysregulation to molecular pathogenesis and present an interactome model highlighting therapeutic nodes. …”
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ESOPHAGEAL LEIOMYOSARCOMA by E. N. Novozhilova, V. I. Popadyuk, P. V. Kononets, D. Yu. Kanner, A. I. Chernolev, E. M. Marksitser, O. V. Olyshanskaya

“…Metastases in regional lymph nodes were detected in 60–70 % of cases. the 5-year survival rate was 25–50 %. …”
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Federated Reinforcement Learning in Stock Trading Execution: The FPPO Algorithm for Information Security by Haogang Feng, Yue Wang, Shida Zhong, Tao Yuan, Zhi Quan

“…It also exhibits superior performance in key metrics such as the reward function value, showcasing its effectiveness in different financial contexts. …”
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Hybrid Dual-Link Data Transmission Based on Internet of Vessels by Fei Li, Ying Guo, Ziqi Wang, Yuhang Chen, Jingyun Gu

“…This study proposes a dual-link data transmission method based on the Internet of Vessels, utilizing the powerful communication capabilities and flexibility of ships as relay nodes for data transmission. By constructing both above-water and underwater dual-link collaborative transmission, the method effectively improves data transmission rates and stability. …”
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Detecting Pragmatic Ambiguity in Requirement Specification Using Novel Concept Maximum Matching Approach Based on Graph Network by Khadija Aslam, Faiza Iqbal, Ayesha Altaf, Naveed Hussain, Monica Gracia Villar, Emmanuel Soriano Flores, Isabel De La Torre Diez, Imran Ashraf

“…Requirements specifications written in natural language enable us to understand a program’s intended functionality, which we can then translate into operational software. …”
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A Rare and Aggressive Abdominopelvic Tumor: A Case of Desmoplastic Small Round Cell Tumor in a Young Male by Yağmur Sena Tosun, Aytan Babazade, Emine Sena Sözen, Betül Erişmiş, Enes Seyda Şahiner

“…Positron emission tomography/CT scan highlighted hypermetabolic lymph nodes and skeletal lesions. Biopsy confirmed DSRCT with a Ki-67 proliferation index of 15-20%. …”
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Incorporating edge convolution and correlative self-attention into graph neural network for material properties prediction by Zexi Yang, Qi Yu, Yapeng Zhan, Jiying Liu

“…Traditional methods based on either trial-and-error experiments or large-scale density functional theory calculations are known to possess various limitations. …”
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Single-layer cluster ionic-chain networks with tetragonal pores by Haoyang Li, Qichen Lu, Fenghua Zhang, Qingda Liu, Jing Zhuang, Zhong Li, Xun Wang

“…However, a significant gap exists between all-inorganic 2D networks with inorganic connectors and those with organic connectors due to the greater complexity of functionalizing inorganic molecules. Addressing this gap, we present a new class of 2D all-inorganic porous networks: single-layer cluster ionic-chain networks (CINs), constructed by using PW10M2 (M = Mn, Co) polyoxometalate (POM) clusters as nodes and end-capping agents for ionic chains. …”
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A Deep Variational Approach to Multiterminal Joint Source-Channel Coding Based on Information Bottleneck Principle by Shayan Hassanpour, Matthias Hummert, Dirk Wubben, Armin Dekorsy

“…Specifically, several noisy observations from a source signal must be compressed at some intermediate nodes, before getting forwarded over multiple error-prone and rate-limited channels towards a (remote) processing unit. …”
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A comparative study on the application effects of total laparoscopic right-sided colon anastomosis and laparoscopic plus auxiliary incision anastomosis in radical resection of righ... by He Zhiyong, Qi Sheng, Zeng Dong, Zhang Jiancheng

“…Various parameters were compared between the two groups, including surgical-related factors (operation time, anastomotic time, length of auxiliary incision, number of lymph nodes dissection, time of first postoperative anal exhaust, length of hospital stay), serum pain factors [nerve growth factor (NGF), prostaglandin E2 (PGE2), neuropeptide Y (NPY)], indicators of intestinal barrier function indicators [glutamine (Gln), diamine oxidase (DAO), D-lactic acid (DLA)], tumor clearance-related indicators (miR-192, miR-23a), pain intensity scores, and the incidence of complications (intestinal obstruction, anastomotic leakage, anastomotic stricture, anastomotic bleeding, incisional infection). …”
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Specific Features of Ovarian Cancer Metastasis by R. N. Mustafin, L. V. Khalikova, E. K. Khusnutdinova

“…The  morphological and functional features of the greater omentum are shown, both promoting the spread of  cancer cells and having an antitumour effect. …”
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Phenotypic features of dendritic cells when using different modes of their stimulated maturation by F. A. Fadeyev, A. D. Aleksandrova, A. S. Mogilenskikh

“…However, further experiments are required to compare the functionality of DCs when using different tools for induced DC maturation.…”
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Intelligent design and implementation of blockchain and Internet of things–based traffic system by Qilei Ren, Ka Lok Man, Muqing Li, Bingjie Gao, Jieming Ma

“…This article will use the above-mentioned functionalities of the Intelligent Traffic System as underlying simulative scenarios, to design and to implement a smart transportation system based on Internet of things and blockchain—both share inherent distributed technology characteristics—combining both Internet of things sensor nodes and distributed ledger technology, to (1) record the changes in intelligent transportation systems and (2) set up a credit-token mechanism for paying the use and misuses in public transit services accordingly. …”
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