Published:
May 2003
Proceedings:
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2003)
Volume
Issue:
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2003)
Track:
All Papers
Downloads:
Abstract:
We present a series of experimental results that reveal the merits of the semi-supervised learning when applied to two different types of ART architectures (Fuzzy ARTMAP and Ellipsoidal ARTMAP). The concept of semi-supervised learning (SSL) was first introduced in the Simplified Boosted ARTMAP architecture by Verzi, et al., 2002, and was extended to Boosted Ellipsoidal ARTMAP by Anagnostopoulos, et al., 2002.
![](https://aaai.org/wp-content/uploads/2023/06/flairs03.jpg)
FLAIRS
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2003)
ISBN 978-1-57735-177-1
Published by The AAAI Press, Menlo Park, California.