Friction-condition-dependent sulfide and sulfate evolution on dialkylpentasulfide tribofilm studied by XANES by Ganlin Zheng, Tongmei Ding, Songhong Pang, Lei Zheng, Tianhui Ren

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Component Order Edge Connectivity, Vertex Degrees, and Integer Partitions by Michael R. Yatauro

“…Given a finite, simple graph G, the k-component order connectivity (resp. edge connectivity) of G is the minimum number of vertices (resp. edges) whose removal results in a subgraph in which every component has an order of at most k − 1. …”
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Autophagy: a double-edged sword in ischemia–reperfusion injury by Lingxuan Tang, Wangzheqi Zhang, Yan Liao, Weijie Wang, Xiaoming Deng, Changli Wang, Wenwen Shi

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A Privacy-Preserving and Edge-Collaborating Architecture for Personalized Mobility by Weitao Jian, Junshu He, Jiatao Chen, Ming Cai

“…Since current PMS widely employs centralized approaches (CPMS) to process massive sensitive data from individuals and support diverse edge devices, resulting in high pressure in privacy protection and performance balancing, this paper presents a federated PMS (FPMS) and its design architecture in logical and physical views by adopting federated learning to provide multimodal, dynamic, and personalized travel options with system-saving safety and efficiency guaranteed. …”
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Towards edge-collaborative, lightweight and privacy-preserving classification framework by Jinbo XIONG, Yongjie ZHOU, Renwan BI, Liang WAN, Youliang TIAN

“…Aiming at the problems of data leakage of perceptual image and computational inefficiency of privacy-preserving classification framework in edge-side computing environment, a lightweight and privacy-preserving classification framework (PPCF) was proposed to supports encryption feature extraction and classification, and achieve the goal of data transmission and computing security under the collaborative classification process of edge nodes.Firstly, a series of secure computing protocols were designed based on additive secret sharing.Furthermore, two non-collusive edge servers were used to perform secure convolution, secure batch normalization, secure activation, secure pooling and other deep neural network computing layers to realize PPCF.Theoretical and security analysis indicate that PPCF has excellent accuracy and proved to be security.Actual performance evaluation show that PPCF can achieve the same classification accuracy as plaintext environment.At the same time, compared with homomorphic encryption and multi-round iterative calculation schemes, PPCF has obvious advantages in terms of computational cost and communication overhead.…”
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The Image Detection of Pantograph Slide Based on Yang-shot Mode by 师鹏燕, 王黎, 高晓蓉, 杨凯, 周伟

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Digital Edge Detection Based Pneumonia Detection in Chest Radiographs by Poola Rahul Gowtham, Kommineni Prema Teja, Lahari P.L, Yellampalli Siva Sankar

“…Despite this, X-ray images have the tendency of noise and spatial aliasing that tend to cause blurring of some boundaries, thus the importance of having a better edge detection algorithm is more warranted. The article presents a SIMULINK-based model for the process of edge detection, testing the performance of Canny, Laplacian of Gaussian, Prewitt, Sobel and Robert algorithms and most importantly their simulated results. …”
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Study the noise effect on the edges and cross correlation of TV images by Abdullah .H. Muhammad, Layla Mahdi Salih

“…Because of that, it makes the interpretation and analysis of informative images   a very difficult process, and lessens their advantages. The most common type of these images are TV images transmitted by antenna work with (VHF, UHF) frequency and Satellite Transmission. …”
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Thinking at the Edge: Enhancing Self-Awareness in Social Work Education by Ofra Walter, Batel Hazan-Liran

“…This study examined the impact of a course module for master’s students in social work in Israel, incorporating Thinking at the Edge (TAE), a method for fostering self-awareness and reflection. …”
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Edge intelligent collaborative privacy protection solution for smart medical by Jinshan Lai, Xiaotong Song, Ruijin Wang, Xiong Li

“…At the same time, there is a risk of privacy leakage in the process of health monitoring and auxiliary diagnosis. …”
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Key metrics for monitoring performance variability in edge computing applications by Panagiotis Giannakopoulos, Bart van Knippenberg, Kishor Chandra Joshi, Nicola Calabretta, George Exarchakos

“…Edge computing systems typically consist of heterogeneous processing and networking components, resulting in inconsistent task performance. …”
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Application of edge computing technology in smart grid data security by Zhuo Cheng, Jiangxin Li, Jianjun Zhang, Chen Wang, Hui Wang, Juyin Wu

“…Combining with edge computing technology, the author proposes a proxy blind signcryption scheme based on certificateless without bilinear mapping. …”
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Heterogeneity-aware device selection for efficient federated edge learning by Yiran Shi, Jieyan Nie, Xingwei Li, Hui Li

“…Federated learning (FL) combined with mobile edge computing (FEEL) provides an end-to-edge synergetic learning approach to allow end devices to participate in machine learning model training parallelly while ensuring user privacy is maintained. …”
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Thymic stromal lymphopoietin in leukemia: A double-edged sword? by Xing Zou, Mengmeng Gu, Yue Su, Dayong Yao, Hao Gang, Yang Li, Ce Shi

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Synergistic Integration of Local and Global Information for Critical Edge Identification by Na Zhao, Ting Luo, Hao Wang, Shuang-Ping Yang, Ni-Fei Xiong, Ming Jing, Jian Wang

“…We further employ the edge percolation process to evaluate the significance of edges in maintaining network connectivity. …”
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The impact of pulmonary hypertension on prognosis in moderate-to-severe mitral regurgitation patients treated with transcatheter edge-to-edge mitral valve repair: a comprehensive m... by Zhili Wei, Zhili Wei, Xinquan Shao, Zhijing An, Zhijing An, Yixuan Chang, Yixuan Chang, Shidong Liu, Shidong Liu, Ziran Luo, Ziran Luo, Yang Chen, Yang Chen, Bing Song

“…A comprehensive screening process was conducted, with quality assessment performed utilizing the Newcastle Ottawa Scale (NOS). …”
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Edge Computing-Enabled Train Fusion Positioning: Modeling and Analysis by Hao Yin, Haifeng Song, Ruichao Wu, Min Zhou, Zixing Deng, Hairong Dong

“…An innovative approach, which combines multi-sensor information fusion with edge computing, is proposed to reduce the computational load on onboard systems and accelerate data processing. …”
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RETRACTED: Assisting Smart Construction With Reliable Edge Computing Technology by Qiang Yue, Song Mu, Longguan Zhang, Zhun Wang, Zhun Wang, Zhonghua Zhang, Xing Zhang, Yongge Wang, Yongge Wang, Zhuang Miao, Zhuang Miao

“…However, as the amount of big data generated grows, processing and analytical issues arise. Cloud computing technologies are now being used to solve processing and analytical challenges. …”
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Edge Computing and Cloud Computing for Internet of Things: A Review by Francesco Cosimo Andriulo, Marco Fiore, Marina Mongiello, Emanuele Traversa, Vera Zizzo

“…Key findings reveal that edge computing excels in reducing latency and enhancing data privacy through localized processing, while cloud computing offers superior scalability and flexibility. …”
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Research and application of mining AI video edge computing technology by ZHANG Liya, HAO Bonan, MA Zheng, YANG Zhifang

“…To address these issues, a lightweight and edge-deployable mining AI video edge computing system was designed. …”
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