1707 search results - page 24 / 342 » A Boosting Algorithm for Regression |
92
Voted
KDD
1997
ACM
15 years 6 months ago
1997
ACM
In many data mining applications we are given a set of training examples and asked to construct a regression machine or a classifier that has low prediction error or low error rat...
128
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FGR
2006
IEEE
15 years 5 months ago
2006
IEEE
We address the task of accurately localizing the eyes in face images extracted by a face detector, an important problem to be solved because of the negative effect of poor localiz...
124
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ISNN
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. Internet traffic prediction plays a fundamental role in network design, management, control, and optimization. The self-similar and non-linear nature of network traffic m...
114
Voted
ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
We propose abc-boost (adaptive base class boost) for multi-class classification and present abc-mart, an implementation of abcboost, based on the multinomial logit model. The key ...
112
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FSS
2007
15 years 1 months ago
2007
In this paper, we propose an iterative algorithm for multiple regression with fuzzy variables.While using the standard least-squares criterion as a performance index, we pose the ...