抄録
In this paper we analyze the performance of a neural network ensemble in performing piecewise linear classification by automatically decomposing a non-linear problem into several linear sub-problems. The strength and weakness of this neural network ensemble with respect to MLP and Perceptron, and the diversity in the ensemble's modules, created as the result of the competitive learning process, are the main focus of this paper.
| 本文言語 | English |
|---|---|
| ホスト出版物のタイトル | Proceedings - Sixth International Conference on Hybrid Intelligent Systems and Fourth Conference on Neuro-Computing and Evolving Intelligence, HIS-NCEI 2006 |
| DOI | |
| 出版ステータス | Published - 2006 |
| イベント | 6th International Conference on Hybrid Intelligent Systems and 4th Conference on Neuro-Computing and Evolving Intelligence, HIS-NCEI 2006 - Auckland 継続期間: 2006 12月 13 → 2006 12月 15 |
Other
| Other | 6th International Conference on Hybrid Intelligent Systems and 4th Conference on Neuro-Computing and Evolving Intelligence, HIS-NCEI 2006 |
|---|---|
| City | Auckland |
| Period | 06/12/13 → 06/12/15 |
ASJC Scopus subject areas
- コンピュータ サイエンス（全般）