301 search results - page 6 / 61 » On the Optimality of Probability Estimation by Random Decisi... |
101
Voted
KDD
2003
ACM
16 years 25 days ago
2003
ACM
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
87
Voted
PAMI
2008
15 years 11 days ago
2008
A randomized model verification strategy for RANSAC is presented. The proposed method finds, like RANSAC, a solution that is optimal with user-specified probability. The solution i...
102
Voted
AINA
2006
IEEE
15 years 2 months ago
2006
IEEE
In this paper, we study the problem of data gathering in multi-hop wireless sensor networks. To tackle the high degree of channel contention and high probability of packet collisi...
119
Voted
WSC
2008
15 years 2 months ago
2008
We are interested in computing tail probabilities for the maxima of Gaussian random fields. In this paper, we discuss two special cases: random fields defined over a finite number...
ACL
1998
15 years 1 months ago
1998
This paper describes novel and practical Japanese parsers that uses decision trees. First, we construct a single decision tree to estimate modification probabilities; how one phra...