219 search results - page 1 / 44 » Optimal dyadic decision trees |
123
Voted
ML
2010
ACM
14 years 11 months ago
2010
ACM
Abstract A dynamic programming algorithm for constructing optimal dyadic decision trees was recently introduced, analyzed, and shown to be very effective for low dimensional data ...
74
Voted
ML
2007
ACM
15 years 18 days ago
2007
ACM
103
Voted
ICIP
2010
IEEE
14 years 10 months ago
2010
IEEE
We propose a two component method for denoising multidimensional signals, e.g. images. The first component uses a dynamic programing algorithm of complexity O(N log N) to find an ...
105
Voted
COLT
2004
Springer
15 years 4 months ago
2004
Springer
This paper introduces a new method using dyadic decision trees for estimating a classification or a regression function in a multiclass classification problem. The estimator is bas...
127
Voted
DATAMINE
2010
15 years 1 months ago
2010
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...