| Presentation | 1993/9/20 An application of Qualitative Diagnostic Knowledge to Real-Time Network Management Kazunori Matsumoto, Kazuo Hashimoto, Tohru Shimizu, Sadao Obana, Tohru Asami, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Network managers of international telecommunication network describe their diagnostic knowledge with two kinds of qualitative representation,i.e.static values and trend′values.This manuscript formalizes the mapping function of static values from quantitative to qualitative,and proposes the method to generate the constraints of mapping function from examples and to optimize this function based on entropy minimization.Quantitative value representing a trend is generated from from differentiating the time-series data after smoothing.Smoothing is decided by examing the spectrum of target time-series data.Quantitative valge representing trend can be transformed to qualitative one with same method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Real-Time Network Management / Qualitative Knowledge / Quantitative Knowledge |
| Paper # | AI93-37 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1993/9/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An application of Qualitative Diagnostic Knowledge to Real-Time Network Management |
| Sub Title (in English) | |
| Keyword(1) | Real-Time Network Management |
| Keyword(2) | Qualitative Knowledge |
| Keyword(3) | Quantitative Knowledge |
| 1st Author's Name | Kazunori Matsumoto |
| 1st Author's Affiliation | KDD R&D Laboratorys() |
| 2nd Author's Name | Kazuo Hashimoto |
| 2nd Author's Affiliation | KDD R&D Laboratorys |
| 3rd Author's Name | Tohru Shimizu |
| 3rd Author's Affiliation | KDD R&D Laboratorys |
| 4th Author's Name | Sadao Obana |
| 4th Author's Affiliation | KDD R&D Laboratorys |
| 5th Author's Name | Tohru Asami |
| 5th Author's Affiliation | KDD R&D Laboratorys |
| Date | 1993/9/20 |
| Paper # | AI93-37 |
| Volume (vol) | vol.93 |
| Number (no) | 240 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |