| Presentation | 2005-10-18 Identification Mining of Unusual Patterns for Multimedia Communication Networks by Using Fuzzy Linear Programming Jing HE, Wuyi YUE, Yong SHI, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a data mining system of performance evaluation for multimedia communication networks (MCNs). The architecture of the data mining system for performance evaluation and the snowflake schema of data warehouse for performance evaluation are built. Then this paper applies the fuzzy classification methods to identify that the MCNs are in unusual patterns. Two important performance evaluation problems for the MCNs are considered in this paper. They are : (1) optimization problem for construction of the data mining system of performance evaluation; (2) category with real-time data corresponding the data mining system with means of dividing the performance data into usual and unusual categories. An algorithm is employed to identify performance data such as throughput capacity, package forwarding rate, response time and so on. A software named PEDM2.0 (Performance Evaluation Data Miner) is proposed to improve the accuracy and the effectiveness of the fuzzy linear programming (FLP) method comparing with decision tree, neural network, multiple criteria linear programming. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Identification Mining / Performance Evaluation / Multimedia Communication Networks / Unusual Patterns / Fuzzy Linear Programming |
| Paper # | DE2005-134,DC2005-28 |
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| Conference Information | |
| Committee | DC |
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| Conference Date | 2005/10/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Dependable Computing (DC) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Identification Mining of Unusual Patterns for Multimedia Communication Networks by Using Fuzzy Linear Programming |
| Sub Title (in English) | |
| Keyword(1) | Identification Mining |
| Keyword(2) | Performance Evaluation |
| Keyword(3) | Multimedia Communication Networks |
| Keyword(4) | Unusual Patterns |
| Keyword(5) | Fuzzy Linear Programming |
| 1st Author's Name | Jing HE |
| 1st Author's Affiliation | Institute of Intelligent Information and Communication Technology Konan University:Chinese Academy of Sciences Research Center on Data Technology and Knowledge Economy() |
| 2nd Author's Name | Wuyi YUE |
| 2nd Author's Affiliation | Department of Information Science and Systems Engineering Konan University |
| 3rd Author's Name | Yong SHI |
| 3rd Author's Affiliation | Chinese Academy of Sciences Research Center on Data Technology and Knowledge Economy |
| Date | 2005-10-18 |
| Paper # | DE2005-134,DC2005-28 |
| Volume (vol) | vol.105 |
| Number (no) | 340 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |