2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)最新文献

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Comparative analysis of the impact of multiple faults on the performance of fast repulsion mechanism 多故障对快速斥力机构性能影响的对比分析
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988028
Linru Ning, Zhaowei Peng, Dangguo Xu, P. Song, Yamei Li, S. Huang
{"title":"Comparative analysis of the impact of multiple faults on the performance of fast repulsion mechanism","authors":"Linru Ning, Zhaowei Peng, Dangguo Xu, P. Song, Yamei Li, S. Huang","doi":"10.1109/ICDSCA56264.2022.9988028","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988028","url":null,"abstract":"The fast repulsion mechanism plays a crucial role in fast mechanical switching, and although the structure is simple, it is prone to certain failures. To address this issue, this paper first gives a brief overview of the working principle of the fast repulsive mechanism, builds a simulation model of the fast repulsive mechanism using Maxwell, studies three kinds of failures caused by the repulsive disc damage, jamming and unstable capacitor charging voltage, and simulates the above three types of failures and the normal operation state separately for comparative analysis. The results show that when the repulsive disc is damaged, the electromagnetic repulsion force and movement speed will decrease with the increase of the crack depth when the crack depth of the repulsive disc gradually increases; when the jamming force gradually increases, the displacement and movement speed will decrease with the increase of the jamming force; when the capacitor charging voltage gradually decreases, the coil current, electromagnetic repulsion force and displacement will decrease with the decrease of the capacitor, and even cannot the normal division of the gate.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"42 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133217449","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the Application of Computer Statistical Technology in Three-Point Shooting Rate Regular Model 计算机统计技术在三分球命中率规则模型中的应用研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987865
Wang Pingyang, Hou Wenzhi
{"title":"Research on the Application of Computer Statistical Technology in Three-Point Shooting Rate Regular Model","authors":"Wang Pingyang, Hou Wenzhi","doi":"10.1109/ICDSCA56264.2022.9987865","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987865","url":null,"abstract":"This paper uses three-dimensional video to analyze the three-point shooting movements of several basketball players, and establishes the relationship between the shooting angle, the shooting angle and the height of the parabola formed by the running trajectory of the three-point shooting. Established a database of three-point shooting angle, entry angle, and height of parabola, and developed three-point shooting training software, which has a basis and great help for basketball players' three-point shooting scientific training, which can greatly improve the hit rate.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133764482","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent Identification and Analysis of Dangerous Factors in Bridges Based on FISM-MICMAC Model and Computer Numerical Simulation 基于FISM-MICMAC模型和计算机数值模拟的桥梁危险因素智能识别与分析
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988445
Xuantong Jiang, Mengqi Liu, Kaiwen Xue
{"title":"Intelligent Identification and Analysis of Dangerous Factors in Bridges Based on FISM-MICMAC Model and Computer Numerical Simulation","authors":"Xuantong Jiang, Mengqi Liu, Kaiwen Xue","doi":"10.1109/ICDSCA56264.2022.9988445","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988445","url":null,"abstract":"The service environment of the bridge column of the sea-crossing bridge is relatively poor, which is easily affected by the construction personnel and construction technology. The sea-crossing bridge is often in harsh weather waters such as strong winds and the current situation is difficult to predict. Therefore, it is particularly important to accurately and effectively identify and analyze the dangerous factors of bridge column construction. Based on the grounded theory, this paper selects 15 crucial risk factors for constructing the bridge column of the sea-crossing bridge from three aspects. The relationship between the indexes and the structure of the index system is analyzed by the fuzzy interpretative structural model-cross-impact matrix multiplication (FISM-MICMAC) method. The relationship between various factors is gradually analyzed and concluded from the perspective of the environment, construction, and human system analysis. The results show that the dangerous factors that play a direct role in the construction of cross-sea bridge columns mainly include the construction site conditions and material and equipment conditions, and the dangerous fundamental factors are the objective influence of natural environment and geological conditions. The proposed FISM-MICMAC model method can better identify the impact and correlation between the various risk factors, and further provide relevant suggestions for engineering practice.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131925674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of Artificial Intelligence Technology in Criminal Risk Intelligent Assessment Model 人工智能技术在犯罪风险智能评估模型中的应用
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988675
Feng Yao
{"title":"Application of Artificial Intelligence Technology in Criminal Risk Intelligent Assessment Model","authors":"Feng Yao","doi":"10.1109/ICDSCA56264.2022.9988675","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988675","url":null,"abstract":"This paper summarizes the latest research on criminal risk assessment at home and abroad, and it is a developing trend to use artificial intelligence technology for risk assessment. The method of static + dynamic information collection is adopted for data collection. Establish the data classification model, establish the criminal classification and evaluation model; Data analysis with artificial intelligence technology, instant warning.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134429942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Teaching Aids Design for a Small Self-Driving Car to Steer the Autonomous Future 小型自动驾驶汽车的教学辅助设计,引领自动驾驶的未来
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988095
Chun-Wen Chao
{"title":"Teaching Aids Design for a Small Self-Driving Car to Steer the Autonomous Future","authors":"Chun-Wen Chao","doi":"10.1109/ICDSCA56264.2022.9988095","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988095","url":null,"abstract":"In this study, we build a small artificial intelligence car prototype using Orange Pi as a processing chip. Small autonomous vehicle models also benefit because they are safer than the real ones for driving on the road. At campus, students must start testing self-driving-related algorithms on small vehicles for reliable testing, and skill research must learn too. The small autonomous car models to use a dual-lens HD camera, along with an IR detection module, which is used to provide necessary data from the real world to the small car. Finally, the small AI concept car can reach the given destination safely and intelligently, thus avoiding the risk of human errors. Many existing algorithms, like lane detection, obstacle detection, are combined to provide the necessary control to the small concept car.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134509498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Attention-based Deep Pyramidal Network for Low-light Image Enhancement 基于注意力的低光图像增强深度金字塔网络
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987832
Xiaodong Zhang, Yifei Wang
{"title":"Attention-based Deep Pyramidal Network for Low-light Image Enhancement","authors":"Xiaodong Zhang, Yifei Wang","doi":"10.1109/ICDSCA56264.2022.9987832","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987832","url":null,"abstract":"Various images taken under complex lighting conditions often suffer from degraded image quality. Such poor quality not only fails to meet user expectations but also leads to significant performance degradation in many applications. In this paper, we propose a new low-light image enhancement method that exploits the feature validity of the attention mechanism and the spatial validity of the pyramidal structure. Specifically, the proposed method is able to recover image details from the original input and enhance the lighting and combine them at the end of the network. Moreover, the pyramid structure defined in the feature space based on the rich connection of higher-order residuals in the multi-scale structure makes the recovery process more efficient. This decomposition-based scheme is quite ideal for learning the highly nonlinear relationship between degraded images and their enhancement results. Experimental results on different datasets show that the proposed ADPN outperforms existing methods. The code and model are publicly available at: https://github.com/zhangxueshi0717/Attention-based-Deep-Pyramid-Network-for-Low-Light-Image-Enhancement.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124876218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on Image Recognition Technology Based on Artificial Intelligence under Computer Big Data 计算机大数据下基于人工智能的图像识别技术研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987761
Li Linjun
{"title":"Research on Image Recognition Technology Based on Artificial Intelligence under Computer Big Data","authors":"Li Linjun","doi":"10.1109/ICDSCA56264.2022.9987761","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987761","url":null,"abstract":"This paper develops a remote video monitoring system based on ARM; the hardware of the system is based on the ARM S3C2440 embedded chip, and the circuit structure of the main modules such as power supply, Ethernet interface, JTAG interface, and data storage of the hardware system is designed; The software of the system uses Linux as the operating system, uses Video4 Linux to complete video image acquisition, uses JPEG image compression technology to realize video compression processing, and uses real-time transmission protocol RTP to realize video image encapsulation, network transmission, and control. The experimental results show that the method can simultaneously perform real-time online detection of various anomalies such as occlusion, blurring and scene switching that suddenly appear in remote video surveillance, and the accuracy rate can reach 88.75%.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"195 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132296883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Transaction cost regularization for online portfolio selection 在线投资组合选择的交易成本正则化
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987825
Haojie Zhou, Xiaoting Yao, Shuhui Cai, Na Zhang
{"title":"Transaction cost regularization for online portfolio selection","authors":"Haojie Zhou, Xiaoting Yao, Shuhui Cai, Na Zhang","doi":"10.1109/ICDSCA56264.2022.9987825","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987825","url":null,"abstract":"To further improve the performance of the online portfolio considering transaction costs, we propose a transaction cost regularization (TCR) model. This model minimizes the negative expected return and meanwhile incorporates the L1 norm of the difference between two consecutive allocations as a regularization term to control the transaction cost. We first apply the linearized augmented Lagrangian method to solve the proposed model and derive a convergent iterative algorithm whose update in each iteration has a closed form, which enables the computational efficiency of the algorithm. To further study the problem, the alternative direction method of multipliers is applied to solve the portfolio model and its convergence is theoretically guaranteed as well as guaranteeing that the portfolio variables for each iteration are constrained in simplex. Numerical experiments on benchmark datasets illustrate that our proposed algorithms are efficient and can achieve higher cumulative wealth than the compared state-of-the-art algorithms in most cases.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"183 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132584052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the Application of Computer Multimedia Technology in Chinese Cloud Classroom Teaching Practice 计算机多媒体技术在语文云课堂教学实践中的应用研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988277
Linpeng Zhang
{"title":"Research on the Application of Computer Multimedia Technology in Chinese Cloud Classroom Teaching Practice","authors":"Linpeng Zhang","doi":"10.1109/ICDSCA56264.2022.9988277","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988277","url":null,"abstract":"The Chinese teaching system is an open system. The function and structure of the Chinese teaching system will directly affect the teaching effect. Only when the teaching structure of the classroom is reasonable, the development direction of the teaching system is correct, and the feedback link of the system is complete, the best results can be achieved. The effect of language teaching. This paper studies a task-based Chinese classroom interactive teaching system based on ZigBee technology. On the basis of formulating the principle of task-based classroom teaching, the system has functions such as user management, file download, and classroom communication. The effect of the system implementation shows that the functional modules of this system have very high reusability, which can not only improve the teaching efficiency and quality, but also meet the diversified needs of Chinese network-assisted teaching to a large extent. It is worth promoting and applying to various disciplines teaching.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116621658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Analysis of Cascading Failures of Ship's Integrated Power DC Area Distribution System 船舶综合直流配电系统级联故障分析
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987871
Jing-Ping Wu, Zhihao Ye, Xueyan Zhang
{"title":"Analysis of Cascading Failures of Ship's Integrated Power DC Area Distribution System","authors":"Jing-Ping Wu, Zhihao Ye, Xueyan Zhang","doi":"10.1109/ICDSCA56264.2022.9987871","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987871","url":null,"abstract":"Aiming at the problem of cascading failures in the DC distribution area of the ship integrated power system, a probability analysis method based on Markov process is used to construct the space state model of the DC distribution system, generate the full state space of the system, and analyze the probability of cascading failures in the system.. Firstly, the theory and simulation analysis of the mechanism of the cascading failure of the ship's power system are carried out. On this basis, according to the structure of the DC distribution area under the working condition of a single inverter, a risk assessment model of system cascading failure is constructed, and the risk index of failure is obtained. Finally, through example verification, the development path of cascading failures is obtained, the probability of cascading failures is calculated, and the key lines in the system are found, which is convenient for the analysis of cascading failures under more complex working conditions, and improves the vitality of ship navigation.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116940303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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