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检索条件"主题词=Clustering algorithm"
1895 条 记 录,以下是1591-1600 订阅
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Application of Self-organizing Feature Map Neural Network Based on Data clustering
Application of Self-organizing Feature Map Neural Network Ba...
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10th World Congress on Intelligent Control and Automation (WCICA)
作者: Hu, Xiang Yang, Yun Zhang, Lihong Xiang, Tao Hong, Chengqiu Zheng, Xiaotong Hubei Elect Power Co Dispatching & Commun Ctr Wuhan Hubei Peoples R China Tsinghua Univ Dept Elect Engn Beijing Peoples R China
Outlier detection is of much importance in preprocessing of data collected from complex industry system, for the data has strong nonlinearity and poor stability, involving much noise. Outlier detection based on cluste... 详细信息
来源: 评论
A Stable clustering algorithm Based on Link Stability for Mobile Ad Hoc Networks
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JOURNAL OF INTERNET TECHNOLOGY 2008年 第3期9卷 257-266页
作者: Sheu, Pi-Rong Wang, Chia-Wei Natl Yunlin Univ Sci & Technol Dept Elect Engn Yunlin Taiwan
Recently, extensive research efforts have been devoted to the design of efficient clustering algorithms to divide all the nodes in a mobile ad hoc network into multiple clusters to form a clustered architecture. A clu... 详细信息
来源: 评论
Automatic clustering using particle swarm optimization with various validity indices
Automatic clustering using particle swarm optimization with ...
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International Conference on BioMedical Engineering and Informatics (BMEI)
作者: Chih-Wei Wang Jen-Ing G. Hwang Department of Computer Science and Information Engineering Fu Jen Catholic University Taipei Taiwan
Data clustering partitions a dataset into clusters where each cluster contains similar data. clustering algorithms usually require users to set the number of clusters, e.g., k-means or fuzzy c-means. However, it is di... 详细信息
来源: 评论
Research and Application of Fuzzy-clustering algorithm Based on Pretreatment of Similarity Relation
Research and Application of Fuzzy-clustering Algorithm Based...
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20th Chinese Control and Decision Conference
作者: Li, Bo Sun, Rupeng Xu, Banghai Wu, Wenguo Ludong Univ Sch Comp Sci & Technol Yantai 264025 Peoples R China Shandong Univ Sch Comp Sci & Technol Jian 250012 Jiangxi Peoples R China Shandong Commer & Technol Coll Sch Comp Sci & Technol Yantai 264025 Peoples R China
An important class of data mining problems is clustering. The traditional clustering algorithm is a kind of hard partition and it parts strictly each object into some cluster. But the real object is not always having ... 详细信息
来源: 评论
A clustering algorithm to Construct a Hierarchical Network Structure with Global Stability for Mobile Ad Hoc Networks
A Clustering Algorithm to Construct a Hierarchical Network S...
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2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop(KAM 2008)
作者: Jing Wu,Guo-chang Gu School of Computer Science and Technology Harbin Engineering University Harbin,150001,ChinaGuo-zhao Hou School of Computer Science and Technology Harbin Institute of Technology Harbin,150001,China
In MANETs,the scalability problem has been solved by the clustering ***,current clustering algorithms consider on the network stability only in terms of some metrics affecting innercluster structure's stability,an... 详细信息
来源: 评论
A Hybrid clustering algorithm Based on Dimensional Reduction and K-Harmonic Means
A Hybrid Clustering Algorithm Based on Dimensional Reduction...
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The 4th International Conference on Wireless Communications, Networking and Mobile Computing(第四届IEEE无线通信、网络技术及移动计算国际会议)
作者: Chonghui GUO Li PENG Institute of Systems Engineering Dalian University of Technology Dalian China Department of Applied Mathematics Dalian University of Technology Dalian China
clustering analysis is an active and challenge research direction in the field of data mining. In this paper we propose a new clustering algorithm based on dimensional reduction approach and K-harmonic means algorithm... 详细信息
来源: 评论
A clustering algorithm to Monitor Health Checkups Data to Filter out Occupational Related Pathogenic Agents
A Clustering Algorithm to Monitor Health Checkups Data to Fi...
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The Seventh International Conference on Information and Management Sciences
作者: Yuan-Hung Kao Hsin-Chun Tsai Jeanne Chen Tung-Shou Chen Graduate School of Computer Science and Information Technology National Taichung Institute of Technology Taichung404 TaiwanChina
Environmental pollution affects the earth and the health of human *** this paper,we will study the various environmental poisonous substances that are pathogenic together with the chemicals,mechanical facilities, work... 详细信息
来源: 评论
A Parameter-Free clustering algorithm Based on Density Model
A Parameter-Free Clustering Algorithm Based on Density Model
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The 9th International Conference for Young Computer Scientists(第九届国际青年计算机大会)
作者: Jun Mu Hongxiao Fei Xin Dong School of Information Science and Engineering Central South University Changsha 410083 China
As a fundamental problem in data mining, pattern recognition and machine learning, clustering algorithm has been studied for decades, and has been improved in many aspects. However, parameter-free clustering algorithm... 详细信息
来源: 评论
clustering algorithm based on location aware in wireless sensor networks
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Nanjing Youdian Daxue Xuebao (Ziran Kexue Ban)/Journal of Nanjing University of Posts and Telecommunications (Natural Science) 2008年 第3期28卷 33-37页
作者: Wang, Tian-Jing Yang, Zhen Hu, Hai-Feng Institute of Signal and Information Processing Nanjing University of Posts and Telecommunications Nanjing 210003 China College of Science Nanjing University of Technology Nanjing 210009 China
A novel clustering algorithm based on location aware in wireless sensor network is proposed in order to solve the problem of collecting spatial correlated data with energy validity. According to the user-provided erro... 详细信息
来源: 评论
Multicriteria Decision Making Approach for Cluster Validation
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Procedia Computer Science 2012年 9卷 1283-1291页
作者: Yi Peng Yong Zhang Gang Kou Jun Li Yong Shi School of Management and Economics University of Electronic Science and Technology of China Chengdu 610054 P. R. China CAS Research Center on Fictitious Economy and Data Sciences Beijing100080 China College of Information Science & Technology University of Nebraska at Omaha Omaha NE 68182 USA
This paper proposes a multiple criteria decision making (MCDM)-based framework to address two fundamental issues in cluster validation: 1) evaluation of clustering algorithms and 2) estimation of the optimal cluster n... 详细信息
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