| Presentation | 2012-12-12 Classification Function of Hierarchy ART-Map Yusuke Okamoto, Toshimichi Saito, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a novel ART-Map with hierarchical structure and considers its classification function. Although existing ART-Maps have two-layer structure, the novel ART-Map has three-layer structure for more efficient and flexible classification function. The ART-Map can construct more various shapes of categories than that by existing ART-Maps. Performing numerical experiments for a typical benchmark, the algorithm efficiency is investigated. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Adaptive Resonance Theory (ART) / clustering / supervised learning / hierarchical structure |
| Paper # | NC2012-77 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2012/12/5(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Classification Function of Hierarchy ART-Map |
| Sub Title (in English) | |
| Keyword(1) | Adaptive Resonance Theory (ART) |
| Keyword(2) | clustering |
| Keyword(3) | supervised learning |
| Keyword(4) | hierarchical structure |
| 1st Author's Name | Yusuke Okamoto |
| 1st Author's Affiliation | Hosei University() |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | Hosei University |
| Date | 2012-12-12 |
| Paper # | NC2012-77 |
| Volume (vol) | vol.112 |
| Number (no) | 345 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |