发布求助
文献互助 智能选刊 最新文献

2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)最新文献

筛选
英文 中文
MalayWordNet — A novel lexical database for Malay language 一个新的马来语词汇数据库
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816298
Jer Lang Hong
{"title":"MalayWordNet — A novel lexical database for Malay language","authors":"Jer Lang Hong","doi":"10.1109/FSKD.2013.6816298","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816298","url":null,"abstract":"World Wide Web contains huge amount of data available in different languages across the world. Web browsers are tools used to display the data in graphical forms. With the evolution of Web 3.0, data has become an important part of human daily tasks, where it is used to process information, and formulate important decision rules for many organizations. Current tools used to conceptualize data are catered for some of the world well known languages such as English. However, these tools may not be able to support other languages as there are a wide range of languages with different syntax and representation. In this paper, we present a novel lexical semantic based database tool called MalayWordNet, specifically written for Malay language. Our tool is helpful for high end semantic based applications which use Malay language as part of their data presentation.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121746285","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 decision-theoretic rough set approach to spam filtering 垃圾邮件过滤的决策理论粗糙集方法
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816180
Chunsheng Zhao, Wei Zeng, Mai Jiang, Zhiyong He
{"title":"A decision-theoretic rough set approach to spam filtering","authors":"Chunsheng Zhao, Wei Zeng, Mai Jiang, Zhiyong He","doi":"10.1109/FSKD.2013.6816180","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816180","url":null,"abstract":"Spam filtering is a research hotspot of information security. For the weak fault-tolerant ability of traditional filtering methods, an approach to spam filtering based on α - positive-region of decision-theoretic rough set (DTRS) is developed. Firstly, α -positive-region attribute reduction theorem is adopted to reduce email attributes. Then, according to the minimum risk Bayesian decision theory, a three-way decision, named spam, doubt and non-spam, is realized by depicting the undecided emails using boundary region of DTRS. The simulation results show that this approach is effective and helpful to improve the performance of spam filtering.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124944420","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
Multiple Instance Support Vector Machines with latent variable description 具有潜在变量描述的多实例支持向量机
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816236
J. Lu, Wei Li, Jiabao Wang, Yafei Zhang, Yang Li, Lei Bao
{"title":"Multiple Instance Support Vector Machines with latent variable description","authors":"J. Lu, Wei Li, Jiabao Wang, Yafei Zhang, Yang Li, Lei Bao","doi":"10.1109/FSKD.2013.6816236","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816236","url":null,"abstract":"In this paper, the latent variable model is adopted to re-describe MI-SVM and its feature mapping variants. MI-SVM with latent variable description and the corresponding stochastic optimization learning algorithm are proposed. In the Musk and Corel datasets, the proposed algorithm achieves higher predicting accuracy and faster learning speed, with strong stability and robustness for parameters and noise.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127116754","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
Rapid and accurate phase matching for 3D measurement 快速准确的相位匹配用于3D测量
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816360
Haiqing Huang, Xiangzhong Fang, Xiangyang Li, Qingchun Lu, H. Ren
{"title":"Rapid and accurate phase matching for 3D measurement","authors":"Haiqing Huang, Xiangzhong Fang, Xiangyang Li, Qingchun Lu, H. Ren","doi":"10.1109/FSKD.2013.6816360","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816360","url":null,"abstract":"A rapid and accurate matching method based on absolute phase maps is proposed in this paper. This algorithm is composed of the matching mask, the optimal interpolation, the filter of the parallax and the smoothing of the point cloud. First, the average intensity image and the co-occurrence matrix based on the gray and modulation levels are used to obtain the object mask. Then, a novel weighted interpolation is adopted to get the sub-pixel parallax. Next, a filter is used to remove the solitary points and smooth the parallax between intervals. After this operation, the parallax becomes smoother. Finally, a Gaussian smoothing is applied on the point cloud to reduce the burr within an interval. Experiments show that the proposed method can acquire the rebuilding region and the point cloud rapidly and accurately.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"153 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127270606","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
Three-dimensional localisation for wireless sensor networks using probabilistic fuzzy logic 基于概率模糊逻辑的无线传感器网络三维定位
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816229
Shuang Gu, Yong Yue, C. Maple, Beisheng Liu, Chengdong Wu
{"title":"Three-dimensional localisation for wireless sensor networks using probabilistic fuzzy logic","authors":"Shuang Gu, Yong Yue, C. Maple, Beisheng Liu, Chengdong Wu","doi":"10.1109/FSKD.2013.6816229","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816229","url":null,"abstract":"The application of wireless sensor networks (WSNs) has been greatly improved by the advance of micro-electromechanical systems (MEMS) and radio frequency (RF) technology. Compared with the traditional networks, WSNs are data-centric, self-configuring and self healing. In this paper, a novel probabilistic fuzzy logic based localisation algorithm is proposed which can be effectively used in three-dimensional (3D) spaces for localisation in wireless sensor networks (LWSNs). Simulation results demonstrate that the proposed algorithm scales well and provides excellent positioning accuracy when varying different deployment models.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"2012 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127384530","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
Smart home services based on event matching 基于事件匹配的智能家居服务
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816296
Quanlong Li, Yan Jin, T. He, Hanchuan Xu
{"title":"Smart home services based on event matching","authors":"Quanlong Li, Yan Jin, T. He, Hanchuan Xu","doi":"10.1109/FSKD.2013.6816296","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816296","url":null,"abstract":"The smart home based on the Internet-of-Things (IoT) and other technologies provides people a living environment with security, convenience, comfort, environmental protection and intelligence. One of the key issues for the smart home service system is how to process real-time data from IoT layer rapidly and supply an initiative service with precision, individuation and intelligence. This paper proposes a smart home service framework based on event matching, and designs a hierarchical model for smart home services supporting real-time data awareness, data processing, event processing and service mapping. At the same time we improve the Rete algorithm to implement event engine and analyze the performance of the improved Rete algorithm. At last, an application is used to verify the feasibility and effectiveness of the smart home service based on event matching.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"2004 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128823823","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
Multi-q extension of Tsallis entropy based fuzzy c-means clustering 基于Tsallis熵的模糊c均值聚类的多q扩展
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.20965/jaciii.2014.p0289
M. Yasuda, Y. Orito
{"title":"Multi-q extension of Tsallis entropy based fuzzy c-means clustering","authors":"M. Yasuda, Y. Orito","doi":"10.20965/jaciii.2014.p0289","DOIUrl":"https://doi.org/10.20965/jaciii.2014.p0289","url":null,"abstract":"Tsallis entropy is a q-parameter extension of Shannon entropy. By extremizing Tsallis entropy within the framework of fuzzy c-means (FCM) clustering, a membership function similar to the statistical mechanical distribution function is obtained. The extent of the membership function is determined by a system temperature and q. In this study, a multi-q extension method of Tsallis entropy based FCM is proposed and investigated. In this method qs are assigned to all clusters one by one. Each q value is determined to make the membership function to fit to a corresponding cluster distribution. This method is combined with the deterministic annealing (DA) method, and Tsallis entropy based multi-q DA clustering algorithm is developed. Experiments are performed on the numerical and Iris data, and it is confirmed that the proposed method improves the accuracy of clustering, and is superior to the standard Tsallis entropy based FCM.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128824099","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: 7
Emergency Management System based generation of Incident Action Plans 基于突发事件行动计划生成的应急管理系统
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816358
Shaobo Zhong, Fei Wang, Cheng Bi, Quanyi Huang
{"title":"Emergency Management System based generation of Incident Action Plans","authors":"Shaobo Zhong, Fei Wang, Cheng Bi, Quanyi Huang","doi":"10.1109/FSKD.2013.6816358","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816358","url":null,"abstract":"Emergency response is an important phase in emergency management when natural or human-made disasters occur and Incident Action Plan (IAP) is a very important component in the response phase of emergency management. Traditionally, IAP is created manually and presented as an oral or written plan. With advances in computers and information technology, it is feasible to generate IAP based on Emergency Management System (EMS). This paper starts with a brief explanation of the state-of-the-art of compilation of IAP. Next, the typical incident response procedures in EMS are presented and further an EMS-based IAP generation framework is proposed. In particular, the core logic of IAP generation is explained on a basis of incident-independent IAP elements analysis. Lastly, the paper concludes with the promising application of the proposed framework and several aspects worth further improvement.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"125 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120979806","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 rule extraction algorithm based on compound attribute measure in decision systems 决策系统中一种基于复合属性测度的规则提取算法
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816231
Wenbin Qian, Bingru Yang, Yonghong Xie, Hui Li
{"title":"A rule extraction algorithm based on compound attribute measure in decision systems","authors":"Wenbin Qian, Bingru Yang, Yonghong Xie, Hui Li","doi":"10.1109/FSKD.2013.6816231","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816231","url":null,"abstract":"With introduction of information granularity in decision systems in this paper, the importance of core attributes and information granularity is analyzed. Besides, an effective compound attribute measure is defined, which not only considers the measures of certain information in the positive region, but also considers the importance of information granularity beyond the positive region. Based on the proposed compound attribute measure, an efficient rule extraction algorithm is presented in decision systems. Before mining the classification rules, the redundant attributes are removed in the attribute reduction stage, such that the algorithm can extract brief classification rules. Finally, a case study further verifies the feasibility and efficiency of the proposed algorithm.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115424888","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
Dominance-based multi-granulation rough sets and decision rules extraction in incomplete fuzzy information systems 不完全模糊信息系统中基于优势的多粒粗糙集及决策规则提取
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816181
Xue-lan Zeng, L. Wu, Shizhou Weng
{"title":"Dominance-based multi-granulation rough sets and decision rules extraction in incomplete fuzzy information systems","authors":"Xue-lan Zeng, L. Wu, Shizhou Weng","doi":"10.1109/FSKD.2013.6816181","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816181","url":null,"abstract":"Multi-granulation rough set (MGRS) is a new research direction of rough set theory in recent years. This paper introduces the MGRS into the incomplete fuzzy information systems based on dominance relation. A model of dominance-based multi-granulation rough set (DMGRS) is established. Then a number of important properties are obtained. Moreover, a conclusion is presented by comparing the approximation accuracy between single granulation space and multi-granulation space, which indicates that the approximation accuracy will enlarge as the number of granulations increasing. Finally, three forms of “OR” decision rules are investigated.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"149 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132344760","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
首页 上一页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：481959085
Book学术官方微信