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检索条件"任意字段=2023 IEEE 3rd International Conference on Data Science and Computer Application, ICDSCA 2023"

共 3016 条记录，以下是61-70 订阅

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Production Security Evaluation Strategy of Power data Center Based on data Warehouse 3

Production Security Evaluation Strategy of Power Data Center...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Huang, Zhenlin Wen, Xing Zhao, Liuqi China Southern Power Grid Ehv Transmission Company Guangzhou China

ISBN: (纸本)9798350341546

This paper studies the task scheduling strategy of cloud data center based on data warehouse. Combined with the characteristics of power data center, a multi-qos evaluation model for power data center is defined. In this paper, a neural network algorithm is used for task scheduling with QoS overall effect value as the target. Then this paper establishes the overall technical architecture and hardware and software system of the big data center of the electric power company, and studies the key technologies such as data access and preprocessing, data integration and storage, data computing and processing, data mining and analysis, data security and management. Finally, taking the transformer equipment status evaluation experiment center as an example, the tasks of fault diagnosis, status evaluation, overhaul and maintenance are simulated and scheduled, and the Cloud Sim platform is used for simulation test. The results show that this algorithm can meet the multi-qos requirements of power users to the maximum extent and effectively improve the efficiency of power data center operation. © 2023 ieee.

关键词： data warehouse distributed storage Power data production safety evaluation system task scheduling

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Research and Design of Cloud-Based Digital Three-Dimensional Scanning System for Denture Digitization 3

Research and Design of Cloud-Based Digital Three-Dimensional...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Wu, Bangyuan Wuxi Boston International School Wuxi China

ISBN: (纸本)9798350341546

This study delves into the design of a cloud-based digital three-dimensional scanning system for denture digitization. Addressing the requirements of digital denture manufacturing, this article presents a multi-tiered system architecture comprising a user interface, cloud servers, data transmission module, data processing module, and data storage module. Through this system, patients can upload oral model scanning data via the user interface, achieving precise three-dimensional reconstruction and personalized denture design facilitated by cloud server processing and storage. The article also outlines data transmission protocols and security measures, ensuring secure data transmission and privacy protection. Employing a comprehensive array of techniques, including data encryption, end-to-end encryption, data anonymization, and access control, the system safeguards patient privacy and sensitive data. This design furnishes patients with enhanced denture solutions while providing medical professionals with an efficient platform for data sharing and collaboration. © 2023 ieee.

关键词： Cloud computing technology data transmission denture manufacturing three-dimensional scanning system

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application and Research Based on RFID Technology 3

Application and Research Based on RFID Technology

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Guo, Pengkai Li, Zhuo Huang, Yingnan Li, Fangfei Hohai University Nanjing China

ISBN: (纸本)9798350341546

In our country, the modernization degree of the Internet of Things can already be applied in various aspects and systems of living. Internet of Things technology is an important technical support for the construction of modern anti-theft interactive system. This paper introduces the application of RFID (Radio Frequency I-dentification, and radio frequency identification, commonly known as electronic tag) technology in anti-theft system. Because RFID can read a large number of unique characteristics, in the field of anti-theft can play a huge advantage. This paper proposes the anti-theft interactive system, which is based on RFID architecture. The design principle of the system is to connect the RFID system with the front-end customer operating platform and the back-end large database system through 5G technology and RFID technology middleware. And the RFID anti-theft technology is extended to small and medium-sized items, more practical for common objects to provide anti-theft solutions, can play a role in tracking and supervision. © 2023 ieee.

关键词： 5G communication anti-theft system cloud database front-end interface Internet of Things radio frequency identification

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Price prediction model for different types of sailboats based on XGBoost algorithm 3

Price prediction model for different types of sailboats base...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Wei, Zixuan Ren, Haodong Bao, Honghao Lu, Yi Qu, Bo'An Beijing University of Chemical Technology School of Economics and Management Beijing China Beijing University of Chemical Technology School of International Education Beijing China Beijing University of Chemical Technology School of Information Science and Technology Beijing China Beijing University of Chemical Technology School of Electrical and Mechanical Engineering Beijing China

ISBN: (纸本)9798350341546

Sailboats are a popular type of luxury goods whose values vary depending on a range of factors, such as their age, condition, and market conditions. Further, monohull and catamaran sailboats are two types of sailboats. The characteristics of these two types of sailboats are often different. Due to their more features, the process of predicting their prices is more complicated. For this reason, this paper builds a full-flow model based on XGBoost from data pre-processing to data prediction in order to predict sailboat prices in a comprehensive and integrated way. Experiments show that the model designed in this paper has the best MSE for both single and twin boats in the comparison algorithm. And the accuracy gap is the smallest and the robustness is the best when predicting for single and double boats. © 2023 ieee.

关键词： Catamarans Monohulled Sailboats MSE Sailboat XGBoost

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Research on Mid-Platform Scenario Operation and Maintenance System of computer Cloud Platform Based on Enhanced Risk Prevention 3

Research on Mid-Platform Scenario Operation and Maintenance ...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Helin, Zhang Zhiwei, Zheng Dewei, Lin Rui, Chen Qinghai, Lei Information and Communication Branch of State Grid Fujian Electric Power Co. Ltd Fujian Fuzhou350001 China State Grid Info-Telecom Great Power Science and Technology Co. Ltd. Fujian Fuzhou China

ISBN: (纸本)9798350341546

It adopts micro-service architecture to create a safe, efficient and agile intelligent operation and maintenance integrated service platform. The system has the functions of low voltage topology recognition, intelligent anomaly research, accurate automatic order sending, auxiliary power grid planning and so on. Combined with some classical theories of situational awareness model, a situational awareness algorithm model based on improved fuzzy clustering algorithm is established. The overall operation and maintenance service platform builds the operation and maintenance service system based on the cloud computing and middle-desk architecture to realize the unified standardization and integration of the whole-domain management resource data. A trial of the system in a power company showed a 0.3% drop in the error rate. © 2023 ieee.

关键词： Cloud Platform computer Operation and Maintenance System Power Center Service Risk Prevention and Control

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Research on Investment Strategy Based on LSTM Neural Network Prediction 3

Research on Investment Strategy Based on LSTM Neural Network...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Kuai, Xiyu Changsha University of Science and Technology Changsha China

ISBN: (纸本)9798350341546

A transaction decision model will be built with quantitative investment as the core. The moving average (MA) and the moving average convergence and divergence (MACD) is taken as the opening level signal. Based on Markowitz's classical portfolio theory, the optimal portfolio with the weight on the effective frontier will be constructed, and the weight structure of each risk asset in the portfolio will be dynamically adjusted. A neural network model based on Long Short-Term Memory (LSTM) will be established to predict the prices of gold and bitcoin, so as to modify the trading *** results show that on the 40th day, trend tracking indicators (MA and MACD) and weight calculation methods can provide scientific guidance for transaction decision-making;on the 350th day, the LSTM model can predict price changes in a good manner. Finally, after 46 trading activities, the investment value will become $105,131.5864 five years later. © 2023 ieee.

关键词： LSTM MA MACD Markowitz's classical portfolio theory

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application Research on Vehicle Mileage Calculation Based on GPS Monitoring 3

Application Research on Vehicle Mileage Calculation Based on...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Yancheng, Yu Li, Zhang Fengxuan, Wei Xinzheng, Zhang Gang, Song Yong, Gao Information Technology Co. Ltd Tianjin Richsoft Electric Power Tianjin China

ISBN: (纸本)9798350341546

In order to realize on-line real-time monitoring of vehicle running status in enterprises, improve vehicle running supervision ability and vehicle mileage calculation accuracy, and improve vehicle compliance travel level, vehicle position positioning and track data collection are realized based on GPS positioning technology by installing vehicle intelligent terminal, and the positioning data are transmitted to the management platform through data communication service, real-time viewing and track playback of vehicle position and track are carried out through Siji map service through data receiving, processing and optimization processes. After filtering abnormal trajectory points, completing missing trajectory points and correcting trajectory, the vehicle trajectory can be fitted effectively, and the quality of vehicle trajectory data can be enhanced. Based on this, the purpose of vehicle mileage calculation optimization can be realized [1]. © 2023 ieee.

关键词： GIS(Geographic Information System) GPS(global positioning system) mileage calculation outlier filtering road fitting vehicle managemen

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Research on distortion correction of fisheye image based on improved linear feature model 3

Research on distortion correction of fisheye image based on ...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Sun, Peishuang Xie, Jianwu Tianjin University of Technology School of Computer Science and Engineering Tianjin China E-School-Enterprise Cooperation Management Center Tianjin Transportation Technical College Tianjin China

ISBN: (纸本)9798350341546

The fisheye lens is a kind of ultra-wide angle camera, which has the characteristics of short focal length and large angle of view. It is widely used in video conference, security monitoring, intelligent transportation and other fields. However, the large viewing angle advantage of the fisheye lens is at the cost of very serious distortion. In order to obtain effective scene information in the picture, it is necessary to correct the distorted image to a distortion free linear perspective projection image. This paper studies the characteristics of nonlinear imaging models and proposes a distortion correction algorithm of fisheye image based on improved linear feature model. The algorithm uses Taylor polynomial to approximate the general model of fisheye lens, proposes the method of backward coordinate mapping for distortion correction. The experimental results show that the method proposed in this paper has better performance in terms of qualitative characterization of pixel error and re-projection error. © 2023 ieee.

关键词： Aerial view Distortion correction Fisheye image Taylor polynomial

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Research on Smart Power Grid Big data Information Management System Based on computer Cloud Security database Technology 3

Research on Smart Power Grid Big Data Information Management...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Ming, Chen Lei, Zheng Feng, Xu Xiaonan, Sun Qing, Liu China of Limited Company of Jilin Province Power Communication Company Changchun130021 China State Grid Info-Telecom Greate Power Science and Technology Co.Ltd Fuzhou350003 China

ISBN: (纸本)9798350341546

This paper designs a new integrated software management system based on cloud computing architecture based on computer cloud security database technology. Firstly, this paper gives the overall structure of the design system and introduces the implementation process of cloud computing architecture. The power parameter analysis module is designed by combining cloud computing architecture, GSM/GPRS communication technology and embedded components. The main structure includes power parameter analysis module, office software management module, transmission capacity calculation module, service management module, electricity charge collection management module, asset management module and so on. All module communication interfaces are connected to the cloud computing architecture to transmit information to the management center to ensure the safe and efficient operation of the system. The experimental results show that the designed system has strong overall performance. © 2023 ieee.

关键词： Cloud data computer data Security Information Management System Smart Grid

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Multi-Task Learning-based Research on the Problem of Conversational Emotion Recognition 3

Multi-Task Learning-based Research on the Problem of Convers...

引用

2023 ieee 3rd international conference on data science and computer application, icdsca 2023

作者： Mou, Huilin Wang, Yu Lei, Guangyu Shandong University School of Mechanical Electrical and Information Engineering Jinan China Wuhan University of Technology College of Science Wuhan China Northwestern Polytechnical University Electronic Information College Xi'an China

ISBN: (纸本)9798350341546

Emotion Recognition in Conversations (ERC) can determine the emotion state of a conversation by analyzing text or speech information in the conversations, which has led to its widespread interest. Many approaches also exist dedicated to contextual understanding through deep learning. The paper proposes the novel Multi-Task Learning Network for Emotion Recognition in Conversations (DialogueMTLN). Two networks are built separately, and the two tasks proceed in parallel using a multi-task learning approach. The respective loss functions are weighted and summed by an adaptive method and then back-propagated to train the network, establishing the critical process of emotion cue inference, achieving a complete understanding of the conversational context, and finally accomplishing an accurate classification of the emotion in the conversations. In extensive experiments, the proposed model is shown to be effective and superior on two public benchmark datasets. © 2023 ieee.

关键词： Emotion Computing Emotion Recognition in Conversations multi-task learning

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