| Presentation | 1997/3/18 Stock Exchange Analysis as Time-Series Forecasting with Neural Nets Alexandra Ioana Cristea, Toshio Okamoto, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Stock Exchange Events(SEE)as Time-Series(TS)present the typical components of TS: Trend, Cyclus, Season, Irregular events. Neural Networks(NN)can be used as a tool to forecast SEE, at the level of three of the four components mentioned. The forth component requires an experience-based, therefore economy based learning method. Testing is performed by a program. Input data are: stock market prices, previously aquired information in form of a weights matrix, or new prices on the stock market. This 3-level hierarchy serves for the 3steps: training, testing, prediction. Current results will be presented and, as much as possible, comparison with former systems performed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neural Computing / Neural Networks / Stock Exchange / Time Series |
| Paper # | AI96-44,KBSE96-34 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1997/3/18(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 | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Stock Exchange Analysis as Time-Series Forecasting with Neural Nets |
| Sub Title (in English) | |
| Keyword(1) | Neural Computing |
| Keyword(2) | Neural Networks |
| Keyword(3) | Stock Exchange |
| Keyword(4) | Time Series |
| 1st Author's Name | Alexandra Ioana Cristea |
| 1st Author's Affiliation | The Graduate School of Information Systems,University of Electro-Commnnications() |
| 2nd Author's Name | Toshio Okamoto |
| 2nd Author's Affiliation | The Graduate School of Information Systems,University of Electro-Commnnications |
| Date | 1997/3/18 |
| Paper # | AI96-44,KBSE96-34 |
| Volume (vol) | vol.96 |
| Number (no) | 594 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |