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» MARK: a boosting algorithm for heterogeneous kernel models
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KDD
2002
ACM
109views Data Mining» more  KDD 2002»
14 years 5 months ago
MARK: a boosting algorithm for heterogeneous kernel models
Kristin P. Bennett, Michinari Momma, Mark J. Embre...
ICML
2004
IEEE
14 years 5 months ago
A fast iterative algorithm for fisher discriminant using heterogeneous kernels
We propose a fast iterative classification algorithm for Kernel Fisher Discriminant (KFD) using heterogeneous kernel models. In contrast with the standard KFD that requires the us...
Glenn Fung, Murat Dundar, Jinbo Bi, R. Bharat Rao
KDD
2004
ACM
181views Data Mining» more  KDD 2004»
14 years 5 months ago
Column-generation boosting methods for mixture of kernels
We devise a boosting approach to classification and regression based on column generation using a mixture of kernels. Traditional kernel methods construct models based on a single...
Jinbo Bi, Tong Zhang, Kristin P. Bennett
IJCV
2007
145views more  IJCV 2007»
13 years 4 months ago
Building Outline Extraction from Digital Elevation Models Using Marked Point Processes
— This work presents an automatic algorithm for extracting vectorial land registers from altimetric data in dense urban areas. We focus on elementary shape extraction and propose...
Mathias Ortner, Xavier Descombes, Josiane Zerubia
INFOCOM
2002
IEEE
13 years 10 months ago
Equation-Based Packet Marking for Assured Forwarding Services
Abstract— This paper introduces a new packet marking algorithm that can be used in the context of Assured Forwarding (AF) in the Differentiated Services (DiffServ) framework [1],...
Mohamed A. El-Gendy, Kang G. Shin