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2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)最新文献

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A new air quality forecasting model using data mining and artificial neural network 基于数据挖掘和人工神经网络的空气质量预测模型
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339050
Min Huang, Zhang Tao, Jingyang Wang, Likun Zhu
{"title":"A new air quality forecasting model using data mining and artificial neural network","authors":"Min Huang, Zhang Tao, Jingyang Wang, Likun Zhu","doi":"10.1109/ICSESS.2015.7339050","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339050","url":null,"abstract":"In this paper, we have established a forecasting model of atmospheric pollution. The forecasting model which combines with data mining techniques and BP neural network algorithm is based on the monitoring data of air pollution obtained from Shijiazhuang air quality monitoring stations. Firstly this model uses the data mining technology to find the factors which affect air quality. Secondly it uses these factors data to train the neural network. Finally, the evaluation test of the forecasting model is evaluated. The results show that: The atmospheric quality forecasting model established in this paper can well meet the needs of practical application, because it has higher forecasting accuracy. The forecasting model improves the effectiveness and practicability, and can provide more reliable decision evidence for environmental protection departments.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122363215","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: 20
Social network analysis of information diffusion on Sina Weibo micro-blog system 新浪微博微博系统信息扩散的社会网络分析
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339044
Feng Li, N. Lin
{"title":"Social network analysis of information diffusion on Sina Weibo micro-blog system","authors":"Feng Li, N. Lin","doi":"10.1109/ICSESS.2015.7339044","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339044","url":null,"abstract":"We have empirically investigated two social networks fetched from a most popular micro-blog system. Different from previous works, the link of the networks presents “post-repost” relationship between two bloggers. So, the constructed networks described how information (micro-blog) related with given topic was spread among bloggers, instead of general “followee-follower” relationship among bloggers. Through structural network analysis and social network analysis, it has been found that the two networks are very similar. Users from the two networks have similar personal characteristics and online behaviors. The distribution of out-degree of both the two networks presents power-law character, along with close power-law parameter y. Our findings provide a practical guideline for further analysis to recognize pattern of information diffusion on micro-blog platform.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133242299","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: 8
Software reliability modeling with the generalized logistic test coverage function 基于广义逻辑测试覆盖函数的软件可靠性建模
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339015
Bo Zhou, H. Lei, Wen-sheng Guo
{"title":"Software reliability modeling with the generalized logistic test coverage function","authors":"Bo Zhou, H. Lei, Wen-sheng Guo","doi":"10.1109/ICSESS.2015.7339015","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339015","url":null,"abstract":"Test coverage is a effective approach of testing effectiveness and adequacy, which has positive impact on software reliability and defect coverage. The test coverage function describes the change of test coverage during the test procedure, and it is an important factor of software reliability models with test coverage. In this paper, the change of test coverage is represented by the generalized logistic function. On the basic of this generalized test coverage function, a new software reliability growth model and a new fault defection model are proposed. The models can be used for quantitative evaluation and predict the software reliability. We test the goodness of fit of the proposed models by using several sets of software testing data and the result is better.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133455605","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
A dynamic approach for retrieval of software components using genetic algorithm 基于遗传算法的软件构件动态检索方法
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339085
Swathy Vodithala, S. Pabboju
{"title":"A dynamic approach for retrieval of software components using genetic algorithm","authors":"Swathy Vodithala, S. Pabboju","doi":"10.1109/ICSESS.2015.7339085","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339085","url":null,"abstract":"Software reuse is one of the major research area in component based software engineering (CBSE). It is an area which integrates all the other technical areas like data mining, soft computing, artificial intelligence etc. The major areas which are to be focused in software reuse are classification, clustering, searching, indexing and retrieval of software components. There are many techniques described in literature each with their advantages and limitations. In this paper, we propose a dynamic approach where the components are retrieved by using genetic algorithm. The proposed algorithm mainly focuses on the termination condition or stopping criteria of Genetic Algorithm, which changes dynamically based on the user query. Genetic Algorithm (GA) stops the evolution i.e., reaches convergence when the average fitness value of the population becomes equal to the fitness value of the user query.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122400291","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: 3
Purification of requirement engineering model for rapid application development 快速应用开发的需求工程模型的净化
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339074
Shoaib Hassan, Usman Qamar, Muhammad Arslan Idris
{"title":"Purification of requirement engineering model for rapid application development","authors":"Shoaib Hassan, Usman Qamar, Muhammad Arslan Idris","doi":"10.1109/ICSESS.2015.7339074","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339074","url":null,"abstract":"Due to shortage of time, most of the software organizations are shifting their projects to rapid application development's life cycle. But main problem is that rate of projects failure is increasing day by day. According to Standish group report, success rate of projects is only 16.2%. The main reason of project's failure is poor requirement engineering. The main objective of carried research is to purpose a model for requirement engineering process of rapid application development. The proposed model has 7 steps. Our proposed model specifies techniques for each step of requirement engineering process. Our proposed model also introduces new stages of conflict management by win-win approach and requirement prioritization by card sorting in requirement engineering model for rapid application development's life cycle. Validation of purposed model has been done by survey from 50 experienced software professionals of 20 different organizations. Survey proved that our purposed model has more customer's favor then traditional requirement engineering model for rapid application development. Our proposed model is fully customer's oriented. It is more time effective, cost effective, well managed and efficient than traditional model.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116664519","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: 9
Analysis of deep-space spacecraft navigation based on GNSS weak signals with lunar relay satellite signals 基于GNSS微弱信号与月球中继卫星信号的深空航天器导航分析
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339237
Yongfeng Ma, Hua Lei, Xiao Jia, Yuan Gao, Qiaoxian Gong, Jun Yan
{"title":"Analysis of deep-space spacecraft navigation based on GNSS weak signals with lunar relay satellite signals","authors":"Yongfeng Ma, Hua Lei, Xiao Jia, Yuan Gao, Qiaoxian Gong, Jun Yan","doi":"10.1109/ICSESS.2015.7339237","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339237","url":null,"abstract":"According to the applying needs of autonomous navigation in Earth-Moon transfer orbits in China's Lunar probe program, we study the scheme of autonomous navigation based on GNSS weak signals by taking the transfer process of `Chang e NO.1' as an example. And we analyze the influence of different styles of joint-constellation on the coverage of navigation signals from the view point of engineering application. Since the effective coverage for the whole transfer process can't be achieved only based on GNSS, we further discuss the navigation scheme by introducing lunar relay satellites signals. The simulations show that effective coverage ratios for three GTO orbits in the transfer process are all above 60% based on combined signals from GNSS with fully used side lobe signals of them. The coverage property has been further improved by introducing the lunar relay signals into GNSS system.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115386545","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
A new method for ECG biometric recognition using a hierarchical scheme classifier 一种基于层次分类器的心电生物特征识别新方法
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339096
Yue Zhang, Youqun Shi
{"title":"A new method for ECG biometric recognition using a hierarchical scheme classifier","authors":"Yue Zhang, Youqun Shi","doi":"10.1109/ICSESS.2015.7339096","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339096","url":null,"abstract":"In this paper, a new method for ECG biometric recognition using a hierarchical scheme classifier is presented. The integral process of the method is introduced, including preprocessing, feature extraction and classification. To achieve a better performance of proposed method, cross-validation is applied to determine the parameters in the classifier. As a result, proposed method offers considerably high recognition rates when tested on MIT-BIH NSRDB. The total heartbeat recognition rate is 97.98%, and window recognition rate and subject recognition rate are both 100%.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126345546","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: 4
Design of a high-speed true random number acquisition system based on semiconductor superlattice 基于半导体超晶格的高速真随机数采集系统设计
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339042
Wu Deming, W. Lina, Song Helun, Wang Qiuyang, Li Wen, Peng Zhenyun, Z. Yaohui
{"title":"Design of a high-speed true random number acquisition system based on semiconductor superlattice","authors":"Wu Deming, W. Lina, Song Helun, Wang Qiuyang, Li Wen, Peng Zhenyun, Z. Yaohui","doi":"10.1109/ICSESS.2015.7339042","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339042","url":null,"abstract":"In order to realize high-speed sampling, converting and real-time transmission in superlattice random signal processing, a high-speed true random number acquisition system based on semiconductor superlattice was designed. This paper introduced the overall system, the design of hardware, the implementation of software and the speed of transmission. The testing results of this system demonstrate that it can generate random number with a speed of 4Gbps which passed American Standard testing program NIST.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124305981","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
Small FPGA implementations for solving systems of linear equations in finite fields 求解有限域线性方程组的小型FPGA实现
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339120
Haibo Yi, Weijian Li
{"title":"Small FPGA implementations for solving systems of linear equations in finite fields","authors":"Haibo Yi, Weijian Li","doi":"10.1109/ICSESS.2015.7339120","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339120","url":null,"abstract":"Solving systems of linear equations in finite fields is among the most fundamental operations and used extensively in areas of cryptography, signal processing and clustered file system. In order to implement such systems, it is desirable to improve solving systems of linear equations. We propose FPGA implementations for Gaussian elimination in finite fields. Experimental results and comparisons show that our designs provide significant reductions in both area and clock-area product.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124963356","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: 2
A framework for transforming SOFL formal specifications to programs 将SOFL正式规范转换为程序的框架
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7338997
Xiongwen Luo, Shaoying Liu, Huan Wu
{"title":"A framework for transforming SOFL formal specifications to programs","authors":"Xiongwen Luo, Shaoying Liu, Huan Wu","doi":"10.1109/ICSESS.2015.7338997","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7338997","url":null,"abstract":"The SOFL (Structured Object-Oriented Formal Language) formal engineering method is developed to overcome the deficiencies of existing formal methods and to provide both rigorous and practical techniques for building formal specifications, transforming specifications to programs, and verifying both specifications and programs. Although it has been applied to system modeling and design in both industrial and research projects, SOFL has not been widely applied to the industrial software development systems because of the lack of efficient tool support. In order to improve the functions of SOFL supporting tool and solve the problem that the formal specifications could not be directly executed, the automatic transformation from formal specifications to programs is an essential part. This paper firstly analyzes the relationship between the structures of SOFL formal specifications and Java programs, and then discusses the design and implementation of the automatic transformation. Lastly, a test for ensuring the reliability of the implemented software system is discussed.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130475141","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: 4
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