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» Boosting in Probabilistic Neural Networks
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ESANN
2006
15 years 1 months ago
Designing neural network committees by combining boosting ensembles
The use of modified Real Adaboost ensembles by applying weighted emphasis on erroneous and critical (near the classification boundary) has been shown to lead to improved designs, ...
Vanessa Gómez-Verdejo, Aníbal R. Fig...
65
Voted
CORR
2000
Springer
134views Education» more  CORR 2000»
15 years 2 days ago
Boosting the Differences: A fast Bayesian classifier neural network
Ninan Sajeeth Philip, K. Babu Joseph
102
Voted
CVPR
2007
IEEE
16 years 2 months ago
Joint Real-time Object Detection and Pose Estimation Using Probabilistic Boosting Network
In this paper, we present a learning procedure called probabilistic boosting network (PBN) for joint real-time object detection and pose estimation. Grounded on the law of total p...
Jingdan Zhang, Shaohua Kevin Zhou, Leonard McMilla...
HIS
2004
15 years 1 months ago
Neural Networks and Belief Logic
Many researchers have observed that neurons process information in an imprecise manner - if a logical inference emerges from neural computation, it is inexact at best. Thus, there...
Yuan Yan Chen, Joseph J. Chen