Bearing Fault Diagnosis Based on Multilayer Domain Adaptation by Bingru Yang, Qi Li, Liang Chen, Changqing Shen

“…A special designed residual network for the fault diagnosis task is pretrained to extract domain-invariant features. …”
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Research on the Classification of Policy Instruments Based on BERT Model by Jiani Zhao, Cheng Li

“…An entrepreneurship policy instrument classification model was established on the basis of the pretraining language model to realize the automatic classification of entrepreneurship policy instruments. …”
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Research on intelligent control technology for OSU-based OTN by Yanxia TAN, Zhiyan DUAN, Xiangkun MAN, He ZHANG, Yacheng LIU, Yantao ZHOU, Shan DONG

“…With the development of information and cloud technology, the dynamic demand for OTN service is gradually increasing.As a next generation OTN switching technology, OSU needs to provide network and cloud services for high-quality enterprise leased lines and boutique home broadband services.The OSU-based OTN needs to be able to provide integrated services and automated service provisioning through end-to-end management and control capabilities to support one-hop service into the cloud.Firstly, the background, technical characteristics, and standardization progress of OSU technology were introduced.Then, a service-aware control framework for OSU-OTN was proposed to meet the demand for efficient bearer of government and enterprise leased lines.Finally, an experimental validation of the end-to-end management and control capability of the access OSU-OTN controller system was carried out.…”
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Editorial: Coastal rewilding as a nature-based solution by Cintia O. Quintana, Cintia O. Quintana, Vona Méléder, Ana I. Sousa, Evangelia G. Drakou, Daphne van der Wal, Daphne van der Wal, Dorte Krause-Jensen, Vincent Andreu-Boussut

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A Process Model for the Implementation of Blockchain-Based Systems by Muhammad Nasim Bahar, Michal Ries, Kristian Kostal

“…Furthermore, a real-world use case, “Blockchain-Based Property Registration and Succession System,” exemplifies the model’s applicability in tackling practical challenges. …”
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Correlation calculation decrypting for BSS-based image cryptosystem by LIN Qiu-hua, DANG Jie, YIN Fu-liang

“…For a blind source separation （BSS） based method for encrypting multiple images, the multiple decrypted im- ages by BSS may have changed order and reversed pixel values. …”
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Modeling methods and model for flow-based IP network by WANG Ying, MENG Luo-ming, QIU Xue-song, WANG Zhi-li

“…The management information modeling methods of IP network was studied based on the concept of "flow", which describes the connectionless characteristics of IP network. …”
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RWA algorithm based on cost of photoelectric conversion device by Daoyun HU, Zhentai YANG, Qianchun LU, Jin QI

“…Over the past decade,carrier operator implement fine-grained traffic scheduling in optical transport network(OTN) by deploying optical-electric conversion(OEO) devices on ROADM,which can improve the spectrum utilization.However,OEO device is very expensive,which will increase the CAPEX and OPEX of carrier operator.A problem about traffic scheduling and the deployment of OEO devices in OTN was proposed.Then,the ILP model of this problem was built and it was proved NP-hard.Additionally,two novel algorithms named OEO-RWA and SA-RWA were proposed.At last,these algorithms were demonstrated can not only ensure flexibility of traffic scheduling,but also can reduce the number of OEO device through simulation.…”
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Low-cost architecture for iron-based coated conductors by L. Piperno, A. Vannozzi, F. Rizzo, A. Masi, A. Rufoloni, G. Celentano, V. Braccini, M. Cialone, M. Iebole, A. Martinelli, L. Savio, M. Putti, A. Meledin, G. Sotgiu

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Retracted: Image Recognition Technology Based on Neural Network by Jianqiu Chen

“…Using deep learning algorithms to recognize and classify image has become a hot issue for scholars from all walks of life. …”
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Modeling and simulation of carbon-nanocomposite-based gas sensors by Roopa Hegde, Punya Prabha V, Shipra Upadhyay, Krishna S B

Subjects: “…co gas…”
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Design of Fixed Beamformers Based on Vector-Sensor Arrays by Matthew Hawes, Wei Liu

“…The problem of designing fixed beamformers based on such an array, with a quaternionic signal model, is considered in this paper. …”
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Digital Video Monitoring System Based on Computor Network by 李博

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Graph-Based Feature Crossing to Enhance Recommender Systems by Congyu Cai, Hong Chen, Yunxuan Liu, Daoquan Chen, Xiuze Zhou, Yuanguo Lin

“…Finally, a series of comprehensive experiments were conducted on several public data sets to show the performance of our model. It provides valuable insights into the capability of our model in recommendation tasks and offers a viable pathway for the public data operation.…”
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Research on House Price Prediction based on Machine Learning by Yang Xiangjun

“…This study aims to evaluate and compare the performance of various machine learning models on the task of house price prediction. For the house price prediction task, Random Forests generally perform better than Linear Regression and Single Decision Tree because they can better capture complex patterns in the data and reduce the risk of overfitting. …”
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Hyperspectral Image Classification Based on Attentional Residual Networks by Ning Wang, Xin Pan, Xiaoling Luo, Xiaojing Gao

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An Equilibrium Model of Interbank Networks Based on Variational Inequalities by Shouwei Li, Jianmin He

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Network Video On Demand System Based on Multi-Platform by LU Wei-cheng

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Research on the risk adjacency matrix based on attack graphs by YE Yun, XU Xi-shan, JIA Yan, QI Zhi-chang, CHENG Wen-cong

“…Aimed at the problem that the difficulty to understand the very complicated attack graphs generated by a variety of existing tools,a method of RAM（risk adjacency matrix） based on attack graphs was proposed,and feasibility and efficient of proposed method was verified in experiment.The experimental results on the network showed that visualization of attack graphs was extended significantly,and the re-computing problem caused by the rings and loops in the risk assessment was solved in a simple and efficient way.…”
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Identity-based encryption scheme against adaptive leakage by Jia-hui TANG, Yan-qin ZHU, Xi-zhao LUO

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