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31033 articles
Proceedings Article
Rough set theory in discretization method based on genetic algorithm
Lei Huang
The rough set theory is a theory method. It is about incomplete research, uncertain expression of knowledge and data, knowledge and data discovery. It has been widely used in artificial intelligence, knowledge and data discovery, pattern recognition and classification, analysis and reasoning of imprecise...
Proceedings Article
Reconstruction of missing data in social network Based on Affinity Propagation
Rongxin Liu, Qun Liu
With the appearance of data explosion, important data in incomplete network could be missed caused by some factors. To address the problem, we present a reconstruction framework based on Hawkes process with self-exciting and TAP (Topical affinity propagation) to effectively and efficiently reconstruct...
Proceedings Article
Failure Analysis of Au-Al Wire Bonding to MOSFETs
Jiaoying Huang, Can Cui, Cheng Gao, Yuanyuan Xiong
The gold and aluminum (Au-Al) wire bonding is used to realize interconnection for semiconductor devices. But, sometimes, the failure of Au-Al bond wire exists. In this paper, the failure influence factors of Au-Al bonding to Metal-Oxide-Semiconductor Field-Effect Transistors (MOSFETs) were discussed....
Proceedings Article
Field test research for optimization design under condition of complex Soil Stratum
Bing Hui, Yan Liu, Li Zhang, Huimin Wang, Gang Han, Hao Duan, Zhangjian Yu, Wenjun Zhang
It is highly important to choose suitable of the foundation in underground engineering. With the engineering, the foundation is made of gravelly soil, which distributed discontinuity and had bad uniformity. Drilling method, dynamic sounding method and deep plate loading test were applied, combined with...
Proceedings Article
Research on Earning Warning of Railway Freight Based on Support Vector Regression (SVR)
Lingyan Cheng, Shiwei He, Weichuan Yin
The traditional railway freight early warning adopted independent indicator thresholds discrimination. But it would lead to inaccurate results warnings, it may alarms when abnormal events occur instead of early warning. This paper proposes a railway freight early warning model, which apply support vector...
Proceedings Article
The allocation of taxi resources in the “Internet +” Era
Yang Liu
First, each company's taxi subsidy scheme is mainly to improve fuel costs when oil prices rise subsidies, paid holidays, extreme weather subsidies. However, these subsidies with respect to the money and high fuel costs, but inadequate. In heavy traffic roads, peak demand periods, there are still many...
Proceedings Article
Adaptive Scheduling Based CPU/IO in Storm
Xinli Zhang
Storm is a real-time streaming of Big data processing field tools. But the task of topology will even divided to the executors in worker node,which as default scheduler. It neither consider internal solt transmission delay time, nor consider transmission delay between nodes, but does not consider the...
Proceedings Article
Online Traffic Congestion Prediction Based on Random Forest
Xiao Han, Yijie Shi
In recent years, distinction and prediction of urban traffic congestion has become an important part of Intelligent Transportation System (ITS), hence attracting more and more attentions. Road congestion can be predicted by analyzing traffic flow data collected by various data acquisition equipment primarily....
Proceedings Article
An Improved Graph-based Recommender System for Finding Novel Recommendations among Relevant Items
Ranran Liu, Zhengping Jin
Recommender system has been extensively studied to provide the most relevant data to users in this era of information explosion. Among all kinds of recommendation algorithms, collaborative filtering (CF) algorithm is one of the most famous ones because of its high accuracy and simple implementation....
Proceedings Article
Research on the influence of steel slag powder, slag power, and fly ash on the performance of concrete
Kaiqiang Song, FuTian Liu
In this paper, steel slag powder, slag powder and fly ash mixed with different proportions, equivalent replacement of cement, as concrete admixture, study the effect of the admixture on the performance and mechanical properties of concrete, and through the XRD, SEM, differential thermal and other micro...
Proceedings Article
Chinese Spam Filter under Adversarial Impact
Yaqing Zhao, Yan Xu, Xiaodan Zhao
Machining learning techniques have achieved great success in anti-spam area. But because of the limitations of these techniques, classifiers derived from them often get attacked by spam senders thus posing a threat to the whole Spam filtering system. This article briefly describes the type of attacks...
Proceedings Article
Study of tungsten deposited on amorphous Si, Si (111) and SiO2 using direct-current magnetron sputtering
Rui Zhang, Xiangquan Jiao, Hui Zhong, Yu Shi
Tungsten (W) commonly serves as the electrode layer or acoustic reflector layer for the highly columnar growth of AlN piezoelectric thin films used to fabricate film bulk acoustic resonators in power applications. The structure of W film directly influences the texture of AlN thin films above. Moreover,...
Proceedings Article
Detection of Sensitive Behavior on Android with static taint analysis based on classification
Yayun Chen, Hua Zhang
This paper devotes to the APK sensitive behavior was studied by classification, and quantifies the APK sensitive behavior, finally after a quantitative APK sensitive behavior can be measured on the basis of the APK sensitive value, through the unique static detection method based on classification show...
Proceedings Article
The Design of Electronic Data Evidence Collection System Based on C/S Structure
Honghui Gong, Yanwei Xu, Ting Zhang
In the computer network crime and network security means defense technology escalating the situation, a growing number of technical and legal experts come to realize, is completely dependent on network security technology to combat computer-related crime can not be very effective, it must apply the law...
Proceedings Article
Web-based Building Energy Consumption Monitoring and Conservation Service
Wei Dong
Building in operational use energy consumption including energy consumption of buildings in the course of the lighting, refrigeration equipment, power equipment and services, gas, water, elevators and the like. In energy-efficient buildings, not only to emphasize energy conservation technology, but also...
Proceedings Article
The Research on Wisdom City‘s Informatization System Design Based on Cloud Computing
Wei Tang
The information system construction has become the focus of the wisdom of urban construction. Multiple applications of information technology has formed the traditional property management, e-government. But between these systems independent of each other to form a plurality of data silos, resulting...
Proceedings Article
The Applied Research of the Network Coding Technology in the Transmission Mode of Multi-point to Single point Wireless Signal
Yue Li, Zuhua Peng
Nowadays, the biggest problem that has influenced the using effect of wireless networks is that the transmission signals are easy to be affected by the external factors as well as the hardware equipments which are easy to be damaged, which lead to the phenomena like bad performance of transmission signals,...
Proceedings Article
Research and Design of Automated Demand Response Terminals for Central Air Conditioning System
Zhiwen Zhao, Songsong Chen, Wanjiao Han, Jianyi Zhao, Jun Zheng, Ziheng He
For problems in the process of building central air conditioning system to participate in demand response, including non-uniform communication protocol, non-uniform information model and lack of demand response strategy, we put forward the thinking and concrete scheme of research and development of the...
Proceedings Article
The Reliability Model on the Burned Failure of Molded Case Circuit
Yang Xue, Yangchun Cheng, Penghe Zhang, Yinghui Xu, Baoliang Zhang, Dezhi Xiong, Zhengzhou Dou, Wenwen Li
Low voltage molded case circuit breaker is widely used in the low voltage distribution system of customers. Along with the revolution of the electric power grid, Low voltage molded case circuit breaker in resident house takes more important intelligent function except of its traditional function. In...
Proceedings Article
Aerial target recognition based on Zernike moments of information fusion
Tai Fu, Xiangyi Sun, Dan Fu
Based on OpenGL and Google library we established the target model library and the canny operator is used for edge detection. Combined with D-S evidence theory and Pseudo-Zernike moments, the air target recognition algorithm based on information fusion is proposed. Pseudo-Zernike moments are invariant...
Proceedings Article
Image-based Fast 3D Reconstruction
Jianjun Xia, Fei Wang, Xiaocui Zheng
Image-based 3D reconstruction has many applications, but the reconstruction process is really time-consuming. In this paper, we have discussed several existing methods which can speed up the reconstruction, but many of them have their own limitations. After the analysis of image-based 3D reconstruction...
Proceedings Article
Research on Zero-crossing Operation Scheme of Single-phase Fee Control Smart Meter
Wenwen Li, Ruiming Yuan, Zhengzhou Du, Guanna Lu, Dezhi Xiong, Zhenyu Jiang, Yanguo Lv
Arc ablation is directly related to the arc energy, which is proportional to the arc current and arc voltage. Existing fee control scheme of smart meter is that when power consumers delay the payment of electrical bills, the load switches trip; and when power consumers recharge successfully, the load...
Proceedings Article
Application of Benford's Law for Fraud Detection in Financial Statements: Theoretical Review
Mihkel Tammaru, Lehte Alver
External auditors' ability to detect profit manipulations in the financial statements is limited. Non conformity with Benford's law gives indication of the risk that a data set contains fraud, but it does not give information which items are manipulated. Knowing profit and other financial targets set...
Proceedings Article
[WITHDRAWN]On Development of Tourist Resources of Ancient Villages and Towns in Fuzhou, Jiangxi Province
Wenping Xiong
Fuzhou City in Jiangxi Province boasts rich tourist resources of ancient villages and towns of high level and in large number, but such an advantage is yet to be transferred into the advantage in tourist economy. Starting with analyzing the features of tourist resources of ancient villages and towns...
Proceedings Article
Analysis of the influence of shield construction on the surrounding ground surface settlement
Bing Li, Fengying Ji
Based on the background of a double line shield tunnel in Shenyang metro, the construction process of double line shield is simulated by using the finite element analysis software of GTS Midas. The change course of ground surface settlement during construction and the influence of the physical and mechanical...
Proceedings Article
The Rebelling Character on Sister Carrie from Theodore Dreiser
Yan Liu
At the end of the nineteenth century comes a generation of Naturalism writers whose ideas and consciousness focus on the workings of the universe and the society's disorders, and they also like to have the harsher insight into the reality, especially the distinctive rebelling traits on Sister Carrie...
Proceedings Article
An Empirical Study of Vocational Collage Students' English Learning Strategies
Haiyan Dai
214 vocational collage students of Tianjin Sino-German Vocational Technical College are surveyed to explore students' English learning strategy and the relationship between learning achievement and English learning strategy. The results showed that memory strategy, form practice strategy and cognitive...
Proceedings Article
The Study of Aerobic Membrane Bioreactor Used to Process Low Carbon and Nitrogen Ratio Sewage
F.P. Hu, W.J. Hu, X.J. Peng, B.X. Huang, H.L. Dai
In sewage treatment, the sewage whose carbon and nitrogen(C/N) ratios is less than 8 is defined as low C/N ratio sewage. This study contrasts the treatment effects under different C/N ratios in aerobic membrane bio-reactor. The experiment is performed in the following conditions: Temperature is from...
Proceedings Article
Detecting Social Topic by Hashtag-Weighted Topic Model over Time
Jie Qiu, Li Li
Nowadays, more and more social media platforms support hashtags to facilitate information classification. Like Twitter hashtags, a user-initiated hashtag can suggest emotion/mood, convey so much extra information in addition to the actual tweet. Hashtags have been widely used in topic analysis because...
Proceedings Article
Choosing Peers, Improve the Quality of Peer Assessment
Jinshuang Li, Xiaohan Fu, Qiuwei Yang
Peer assessment has got a lot of attention because it serves as a useful tool for scaling the grading of open-ended works. But it does not always produce accurate results because of two important reasons: students' ability and students' attitude. Based on students' peer grades and the evaluation attitude...
Proceedings Article
Alarm Correlation Research and Implementation Based on Similar Data Sources
Yi Tang, Dahai Jin
In the modern society, static defect detection technology become an effective way to build reliable software. But the phenomena of misinformation and failing to report in the result of static defect detection makes testers needed to confirm the false alarms one by one manually. It is necessary to improve...
Proceedings Article
Effect of Maturation Time of Coagulum of Fresh Natural Rubber Latex on Oxidation Kinetics of Natural Rubber
Bei-long Zhang, Hong-hai Huang, Yong-zhou Wang, Li Ding, Ping-yue Wang
The oxidation kinetics of natural rubbers prepared by coagulum of fresh natural latex coagulated with formic acid or microorganisms were studied. The maturation time of coagulum is 6, 12, 18 and 24 hours respectively. The results show that the oxidation activation energies of natural rubbers prepared...
Proceedings Article
A method to improve the annotation mechanism based on Readium
Mao Chen, Hang Luo, Tengbaao He, Sanya Liu
With the rapid development of information technology, great changes have taken place in people's reading habits, and paper books are being replaced by eBooks. Digital annotation tool allows readers to highlight or insert notes into eBooks during the process of reading, which is an important way for readers...
Proceedings Article
Multivariate Statistical Analysis of Industrial Overcapacity in Chinese Provinces
Pan Wu
In recent years, excess production capacity has been plagued by China's economic development, especially under the background of the new normal, excess capacity in the short term and long term will cause certain negative influence to our country economy, destroy the healthy development of the industrial...
Proceedings Article
Empirical Research of Merger and Acquisition Performance on China's Media Industry Listed Company
Xiuling Zou
In recent years, under the strong support of national policy, there was a wave of mergers and acquisitions in China's media industry listed companies. Mergers and acquisitions, however, are of good quantity is not equal to be of good quality and m&a get real improvement whether the performance of the...
Proceedings Article
A Study on the Quality and Efficiency of Economic Development in Guangdong Province
Yu Mu
Since the reform and opening up, China's national economy has maintained a rapid growth, GDP is increasing rapidly. But economic development are not only refers to the expansion of total economic output, but also in the promotion of qualitative aspects. Therefore, how to assess the quality of economic...
Proceedings Article
Analysis of online Shopping Fakes from the Perspective of Information Asymmetry
Kunzhuo Song
Nowadays, the online shopping market is very influential.To bring consumers convenient at the same time, there are many hidden dangers, from come out so far, has been a problem of fake online shopping market but around the ridge, like a raging fire double eleven, every year to refresh a new record, but...
Proceedings Article
Industry Competition, Stability of Contracts and Audit Quality
Pu-yi Zhu
Usually, industry competition helps to improve audit quality, but on what types of competition in the industry enterprise audit quality promotion is unclear. This paper attempts to analyze the enterprises according to the state of operation, so as to analyze how the industry competition affects the stability...
Proceedings Article
The Analysis of Negative Effects Brought by Internet Economy under New Economic Normality
Huiqing Wang
Under the background of the new economic normality, internet has been infiltrating through each industry, which promotes the appearance and development of internet economy. The developing internet economy has dramatically positive effects on transforming domestic traditional industry as well as upgrading...
Proceedings Article
A Study on the Impact of Chinese Hierarchical Culture on Chinese Enterprises' Investment Decision
Zhiyuan Zhang
Economic can be seen as the outer form of a nation's development whereas culture is the inner driver of a nation. The culture will shape and affect the person's preferences and ideas. According to the Upper Echelon theory, as the main decision maker, senior executive team's preferences and behavior will...
Proceedings Article
A Brief Discussion on the English Translation of "Jiediqi"
Wei Shen
"Jiediqi" belongs to the northern dialect, has long been used among the folk people. In recent years, with the popularity of social networking in the country, it is now widely used in all fields of society. But there is no corresponding entry of "Jiediqi" in the traditional authoritative dictionaries,...
Proceedings Article
Analysis of Psychological Factors and Guidance Countermeasures of College Students' Using Behaviors of Social Network
Feifei Sun
With the development of Internet technology and popularization of mobile terminals, the Internet across time and space has changed people's lifestyle gradually. Social network is the mobile terminal network application favored by college students. It brings not only the convenience but also some disadvantages...
Proceedings Article
Effective Ways to Implement Japanese Teaching in Colleges and Universities under the New Situation
Hui Zhang, Liangdong Xiao
At present, many colleges and universities in the elective courses are arranged in a second foreign language, such as Japanese, Chinese and so on, but most of the school's second foreign language teaching there are short teaching time, teaching materials are not uniform, low degree of attention, This...
Proceedings Article
Problems and Legal Countermeasures of Intellectual Property Rights of Chinese Digital TV
Liangdong Xiao
With the development of science and technology, digital TV has become the core content of China's media industry, but affected by many factors, resulting in China's Intellectual property rights of digital TV has a lot of problems, hindered the development of digital TV. How to strengthen the protection...
Proceedings Article
Social psychological characteristics and regional cultural identity of male drug addicts:A Case Study of Southern shandong
Hairong Zhu, Jinpeng Yan
In this study, 64 cases of forced isolation drug addicts conducted a general survey, a number of Minnesota Personality Test (MMPI). The results showed that male drug addicts in Southern shandong region generally had low cultural level;Family economic situation was in general;Divorce rate was higher;...
Proceedings Article
Application of Grey Comprehensive Entropy Weight Clustering Method in Performance Evaluation of Banks
Yuyang Jie, Fenyi Dong
The performance of commercial banks not only affects their own development, but also relates to the operation of the national macro economy. Through the analysis of the banking business. From the four aspects of profitability, management ability, growth and development ability and the security of bank...
Proceedings Article
Study of Cruise Practice English Classroom Teaching Based on the ESP Needs Analysis Theory
Zhen Yang
The development of science and technology drives the development of the cruise industry. Many foreign cruise companies begin to enter the Chinese market, which result in a shortage of cruise crew. English is the basic language cruise crew need to master, but also the important requirement of measuring...
Proceedings Article
Research on VaR Computing System of Commercial Banks Based on Accurate Scenario Data
Yingliang Wu, Yuan Huang, Jiongen Xiao
Basing on scene analysis and VaR calculation, this paper discussed system architecture of scenario calculation and accurate data's importance of system model from the view of system theory. We also discussed several kinds of data errors and their processing methods to avoid the error of data. Then we...
Proceedings Article
A new Pattern of CDIO Engineering Education and Application in Mechanical Principle Course
Yong Yang, Jingliang Jiang, Dexiang Wang, Xia Jin
As a practice pattern of current international higher engineering education, CDIO has brought significant changes to and impacts on engineering education, which has the remarkable effect on cultivating the abilities of integrative design, innovative practice and team collaboration. But so far, the CDIO...
Proceedings Article
On the Ancient Vocational Assessment System for Secretaries and Contemporary Enlightenments
Yue Wang, Xin Lai Li, Ji Hong Wei
Along with the rapid development of modern society, the quantity of secretaries needed by society is rising year by year. The huge demand brings about opportunity and impetus for the vigorous development of secretary vocation but is also accompanied by such phenomena as varying professional quality of...