Proceedings of the 2019 8th International Conference on Networks, Communication and Computing最新文献_第4页

Object Recognition Based on Improved Zernike Moments and SURF 基于改进Zernike矩和SURF的目标识别

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376042

Lei Zhang, Hengliang Shi, J. Pu

引用次数: 0

A P-Cycle Protection Algorithm Based on Capacity Balance for Power Optical Communication Multicast Service 基于容量均衡的功率光通信组播p周期保护算法

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376035

Lin Lei, Yin Weibin, D. Yimin, Xu Jieming, Fan Ming, Yin Jun

引用次数: 0

Research on Adaptive Front-lighting Systems with the influence of multiple factors 多因素影响下的自适应前照灯系统研究

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376007

Liu Shanzhong, Liu Yongbin, Liang Jinhui

引用次数: 1

Random Forest Prediction with Improved Feature Selection to Shared Bicycle Demand 基于改进特征选择的共享单车需求随机森林预测

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3375999

Pengcheng Zhao, Xiaolei Zhang, Shibao Sun

引用次数: 0

Research on Harmonic Detection Algorithm Based on Magnetic Nanoparticles 基于磁性纳米粒子的谐波检测算法研究

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376028

Zhifeng Zhang, Dandan Wang, Yadong Cui, Nana Li

{"title":"Research on Harmonic Detection Algorithm Based on Magnetic Nanoparticles","authors":"Zhifeng Zhang, Dandan Wang, Yadong Cui, Nana Li","doi":"10.1145/3375998.3376028","DOIUrl":"https://doi.org/10.1145/3375998.3376028","url":null,"abstract":"In the magnetic nanoparticles hyperthermia, the temperature real-time feedback is the key factor for thermal therapy to treat cancer. But the measuring accuracy of harmonic amplitude determines the accuracy of temperature. At present, the traditional method for harmonic amplitude detection, there is low precision, time-consuming and other issues, seriously affect the magnetic nanoparticles hyperthermia in the medical field of application and promotion. In order to overcome the difficulty, this paper proposes a method to extract the amplitude of harmonic signals using the digital average orthogonal algorithm. The above method describes the principle of amplitude measurement of digital averaging orthogonal algorithm, and deeply studies its detection and filtering characteristics. With the operation of filtering the harmonic components, the magnetization of the magnetic nanoparticles was simulated in the temperature range of 310K to 325K. The simulation results show that the amplitude measurement value is compared with the theoretical value, which has higher amplitude measurement accuracy and faster convergence speed.","PeriodicalId":395773,"journal":{"name":"Proceedings of the 2019 8th International Conference on Networks, Communication and Computing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129844262","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

Quality Detection of Magnetic Ring Surface Based-on Machine Vision 基于机器视觉的磁环表面质量检测

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376004

Hongyun Zheng, Jianwei Ma

引用次数: 0

Joint Optimization of Server Placement and Content Caching in Mobile Edge Computing Networks 移动边缘计算网络中服务器布局和内容缓存的联合优化

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376024

Zhen Liu, Jiawei Zhang, Jingyan Wu

引用次数: 6

Dynamic Path Planning of Mobile Robot Based on Improved Ant Colony Optimization Algorithm 基于改进蚁群优化算法的移动机器人动态路径规划

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376018

Yang Liu, Jianwei Ma, Shaofei Zang, Yibo Min

引用次数: 4

Cognitive-Based Hybrid Collaborative Filtering with Rating Scaling on Entropy to Defend Shilling Influence 基于熵值尺度的认知混合协同过滤防御先令影响

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376040

Deyu Deng, Jiaxing Jason Mai, C. Leung, A. Cuzzocrea

{"title":"Cognitive-Based Hybrid Collaborative Filtering with Rating Scaling on Entropy to Defend Shilling Influence","authors":"Deyu Deng, Jiaxing Jason Mai, C. Leung, A. Cuzzocrea","doi":"10.1145/3375998.3376040","DOIUrl":"https://doi.org/10.1145/3375998.3376040","url":null,"abstract":"In the current era of big data, huge volumes a wide variety of valuable data are generated and collected at a high velocity. Hence, data science solutions are in demand to data mine these big data for valuable information and useful knowledge embedded in these big data in order to transform this information and knowledge into recommendations and actions. In particular, recommendation systems (RecSys or RS)---which are tools that can provide suggestions to users based on various metrics---have been playing an important role in society since the booming of the Internet. Making more accurate predictions can both potentially increase company revenue and enhance user experience. So, it has been a hot topic. More specifically, collaborative filtering (CF) has been a popular technique applied in RS. The key ideas behind most of the CF algorithms are to filter items based on other users' opinions. Since the recommendation process is based on user interactions, one of the challenges is how to prevent shilling attacks (or shilling attack ratings). In this paper, we propose methods to integrate users' rating entropy into collaborative filtering so as to defend shilling attacks and reduce noisy ratings, and thus achieve higher prediction accuracy. Evaluation results show the effectiveness of our cognitive-based hybrid collaborative filtering methods in rating scaling on entropy for defending shilling influence.","PeriodicalId":395773,"journal":{"name":"Proceedings of the 2019 8th International Conference on Networks, Communication and Computing","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129296863","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: 6

Multi-scale Correlation Filtering Visual Tracking via CNN Features 基于CNN特征的多尺度相关滤波视觉跟踪

Proceedings of the 2019 8th International Conference on Networks, Communication and Computing Pub Date : 2019-12-13 DOI: 10.1145/3375998.3376009

Yibo Min, Jianwei Ma, Shaofei Zang, Yang Liu

引用次数: 0