Principal curves : learning, design, and applications
The subjects of this thesis are unsupervised learning in general, and principal curves in particular. Principal curves were originally defined by Hastie [Has84] and Hastie and Stuetzle [HS89] (hereafter HS) to formally capture the notion of a smooth curve passing through the "middle" of a...
| Main Author: | |
|---|---|
| Format: | Others |
| Published: |
1999
|
| Online Access: | http://spectrum.library.concordia.ca/956/1/NQ47714.pdf Kégl, Balázs <http://spectrum.library.concordia.ca/view/creators/Ke==0301gl=3ABala==0301zs=3A=3A.html> (1999) Principal curves : learning, design, and applications. PhD thesis, Concordia University. |