106 search results - page 1 / 22 » Learning and Design of Principal Curves |
45
Voted
PAMI
2000
15 years 10 days ago
2000
105
Voted
TIT
2002
15 years 6 days ago
2002
Principal curves, like principal components, are a tool used in multivariate analysis for ends like feature extraction. Defined in their original form, principal curves need not ex...
90
Voted
NIPS
1998
15 years 1 months ago
1998
Principal curves have been defined as "self consistent" smooth curves which pass through the "middle" of a d-dimensional probability distribution or data cloud...
86
Voted
CHI
2002
ACM
16 years 28 days ago
2002
ACM
Previous systems have explored the challenges of designing an interface for automotive styling which combine the metaphor of 2D drawing using physical tape with the simultaneous c...
108
Voted
EUROCOLT
1999
Springer
15 years 4 months ago
1999
Springer
Many settings of unsupervised learning can be viewed as quantization problems — the minimization of the expected quantization error subject to some restrictions. This allows the ...