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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 novel gender classification method based on MapReduce 一种基于MapReduce的性别分类方法
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339163
Tong Cui, Haifeng Zhao
{"title":"A novel gender classification method based on MapReduce","authors":"Tong Cui, Haifeng Zhao","doi":"10.1109/ICSESS.2015.7339163","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339163","url":null,"abstract":"A novel parallelize gender recognition method with MapReduce is presented, which successfully comprise several machine leaning algorithms which are employed for gender recognition. The mass of face sample images are gathered and separated as train dataset and test dataset, and Local Binary Pattern (LBP) features are extracted when those sample sets are pre-processed and made ready for following operations. And Principle Component Analysis (PCA) is applied to train dataset to extract the most distinguishing features. Three classification algorithms: Support Vector Machine(SVM), k-Nearest Neighborhood (k-NN) and Adaboost are implemented and compared to determine the most suitable and successful algorithm for gender parallelize machine learning (GPML). To achieve the shortest execution time, we propose to apply GPML with MapReduce to avoid parallelizing above three algorithms while also improving their scalability to big datasets. The results show that this method reduces the training computational complexity significantly when the number of computing nodes increases while gaining better speedup rates and extending performance than those on parallelize Adaboost.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"56 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":"131819499","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 of CBR retrieval method based on rough set theory 基于粗糙集理论的CBR检索方法研究
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339220
Hui Li, Ye Song, Xiaoping Li, Qiongxin Liu, Yuanfang Zhu
{"title":"Research of CBR retrieval method based on rough set theory","authors":"Hui Li, Ye Song, Xiaoping Li, Qiongxin Liu, Yuanfang Zhu","doi":"10.1109/ICSESS.2015.7339220","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339220","url":null,"abstract":"Case retrieval is the key technology of case-based reasoning (CBR), directly affect the efficiency and quality of CBR. For the measurement issues of similar cases, using rough set theory to determine the importance of attributes and to distribute the rational weights of each property. Taking the improved nearest neighbor method which is based on the combination of Hamming distance and Euclidean distance to solve case similarity, improve the accuracy and efficiency of case matching.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"36 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":"115067751","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
Towards a framework for testing and simulating self adaptive systems 建立一个测试和模拟自适应系统的框架
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339008
Yousef Abuseta, Khaled Swesi
{"title":"Towards a framework for testing and simulating self adaptive systems","authors":"Yousef Abuseta, Khaled Swesi","doi":"10.1109/ICSESS.2015.7339008","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339008","url":null,"abstract":"Self adaptive systems have been suggested as a promising solution for managing the complex and uncertain nature of today's software intensive systems. Yet, their design is still not conducted in a systematic manner. In particular, there is little work on the issue of developing a framework that accommodates the necessary reusable process elements and system components that augment the system under development with the self adaptation capabilities and enable the system developer to simulate and test these capabilities prior to deployment. In this paper, we attempted to address this issue and propose a testing framework for self adaptive systems. Only the high level requirements and a conceptual architecture of the framework are presented here. The self adaptive capability is designed around the feedback control loop proposed by IBM blueprint.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"230 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":"114255106","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: 11
Information security risk assessment model based on optimized support vector machine with artificial fish swarm algorithm 基于优化支持向量机人工鱼群算法的信息安全风险评估模型
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339129
Yiyu Gao, Yongjun Shen, Guidong Zhang, Shang Zheng
{"title":"Information security risk assessment model based on optimized support vector machine with artificial fish swarm algorithm","authors":"Yiyu Gao, Yongjun Shen, Guidong Zhang, Shang Zheng","doi":"10.1109/ICSESS.2015.7339129","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339129","url":null,"abstract":"Because the information security risk assessment have the problem of less training data and slow convergence rate, we put forward a information security risk assessment model based on support vector machine (SVM) using artificial fish swarm algorithm (AFSA). In this paper, we used weekly security report of the government network security situation from China National Internet Emergency Center(CNCERT) as the source data [1]. We adopted the RBF function as the kernel function SVM, then optimized the penalty coefficient C and kernel function parameter 8 of artificial fish swarm algorithm. At the end of this paper, we established the optimal evaluation model for simulation. Our results showed that the information security risk assessment model based on AFSA SVM has higher accuracy and faster convergence rate than the one of cross-validation.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"111 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":"114623612","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: 10
A straight line detection method based on edge following and line segments integration 基于边缘跟踪和线段积分的直线检测方法
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339059
Lijun Zhang, Xuexiang Huang
{"title":"A straight line detection method based on edge following and line segments integration","authors":"Lijun Zhang, Xuexiang Huang","doi":"10.1109/ICSESS.2015.7339059","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339059","url":null,"abstract":"We proposed a novel straight line detection method that can exclude line segments belonging to curved lines and integrates line segments of the same straight line. The proposed method links the edge pixels into strips and segments each strip into a series of line segments. Then the line segments are exploited to split the strips into strip fragments without turning points and then identify candidate straight lines from the strip fragments. Finally, model selection method is applied to integrate candidate straight lines into straight lines and extract the parameters of straight lines. Our method is proved to be effective.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"191 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":"123324584","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
Behaviors-based synthesis for character animation generation 基于行为的角色动画生成合成
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339232
Yingwei Liang, Xiaomeng Yang
{"title":"Behaviors-based synthesis for character animation generation","authors":"Yingwei Liang, Xiaomeng Yang","doi":"10.1109/ICSESS.2015.7339232","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339232","url":null,"abstract":"We make a research on an implementation method related to how virtual characters achieve object operations in narrative story. Through an automatic generation method, tetrahedral parameterization is produced. This is used to realize the process of interpolation in motion blending. Similarly, an improved path finding algorithm is given by us to guide the character to avoid obstacles. The compound behaviors derived from the sematic-narrative story can be generated by the combination of locomotion, reaching, grasping. Through these sub-motions, the character animation is achieved. The behaviors-based synthesis for character animation generation, demonstrated by us, is supposed to be adopted for animation and game production.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"30 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":"122161352","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 method research for generating complete complementary sequences 一种生成完全互补序列的方法研究
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339205
Zhang Yunfeng, L. Shufeng, Jin Libiao, Liu Jianbo
{"title":"A method research for generating complete complementary sequences","authors":"Zhang Yunfeng, L. Shufeng, Jin Libiao, Liu Jianbo","doi":"10.1109/ICSESS.2015.7339205","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339205","url":null,"abstract":"In this paper we give a generation method to extend the known complete complementary sequences. Also we will prove the new sequences to be a complete complementary sequence include: for each shift, the sum of auto-correlation function are equal to zero without zero-phase, and the sum of cross-correlation function of the complete complementary sequences are equal to zero in every shift. Meanwhile, giving the figure of the new sequences to support the result that complete complementary sequence is available for the Multiple-Input Multiple-Output (MIMO) systems, spread spectrum system and so on. The conclusion implies that maybe the polyphase complete complementary sequences also satisfy the request. So we may open a new direction in polyphase complete complementary sequences.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"26 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":"114074167","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 dynamic display method of distribution network's monitoring information 配电网监测信息的动态显示方法
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339156
Kehe Wu, Siyuan Zheng, S. An, Xuewei Ding, Fan Zhang
{"title":"A dynamic display method of distribution network's monitoring information","authors":"Kehe Wu, Siyuan Zheng, S. An, Xuewei Ding, Fan Zhang","doi":"10.1109/ICSESS.2015.7339156","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339156","url":null,"abstract":"With the rapid development of computer technology and application, the information system of power grid scale is more and more big. The relevant data of grid operation become more and more. The operator is facing all sorts of massive data and huge workload. Compared with the traditional form of text and charts, graphical display has irreplaceable advantages in readability, usability, appearance and simplicity. In addition, the graphics also has higher information capacity. So graphics has been widely used in and data-display and monitoring of power system etc. This subject is aimed to create a method which is suitable to circuit diagram of power system based on SVG. And it could display circuit state and make daily production work convenient.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"142 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":"122860026","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
Performance of dual-hop multi-relay cooperative communication system in Rician fading 双跳多中继协同通信系统的性能研究
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339123
Yue Wang, Xu Zhang, Dan Liu
{"title":"Performance of dual-hop multi-relay cooperative communication system in Rician fading","authors":"Yue Wang, Xu Zhang, Dan Liu","doi":"10.1109/ICSESS.2015.7339123","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339123","url":null,"abstract":"Average symbol error rate performance of a dual-hop amplify-and-forward (AF) multi-relay cooperative communication system in Rician fading environment is investigated in the paper. We also derive the closed-form expressions for the probability density function (pdf) and the moment generating function (MGF) of bounded SNR with a maximal-ratio combing receiver at the destination terminal. The correctness of the average symbol error rate is verified through numerical simulations.","PeriodicalId":335871,"journal":{"name":"2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS)","volume":"55 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":"121794332","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 fast SAO algorithm based on coding unit partition for HEVC 基于编码单元划分的HEVC快速SAO算法
2015 6th IEEE International Conference on Software Engineering and Service Science (ICSESS) Pub Date : 2015-11-30 DOI: 10.1109/ICSESS.2015.7339082
Zhang Zhengyong, Cheng Zhiyun, Pu Peng
{"title":"A fast SAO algorithm based on coding unit partition for HEVC","authors":"Zhang Zhengyong, Cheng Zhiyun, Pu Peng","doi":"10.1109/ICSESS.2015.7339082","DOIUrl":"https://doi.org/10.1109/ICSESS.2015.7339082","url":null,"abstract":"Sample adaptive offset (SAO) filter algorithm is introduced by HEVC as a completely new stage to improve video quality. It is located after deblocking filter, adding an offset value to each sample based on the reconstructed data and the original YUV. In order to solve the problem of high computational complexity of SAO, a fast S AO algorithm based on coding unit partition is proposed in this paper. Evaluating the texture complexity of coding unit by the depth of block partitioning, and only the complex coding unit performed the S AO filter. Simulation results show that, compared with the HEVC conference software HM9.0, the proposed algorithm can reduce about 44.55% encoding time up to 83.68%, while it suffers from negligible on PS NR performance.","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":"127606356","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
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