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NIPS
2004
15 years 8 months ago
Computing regularization paths for learning multiple kernels
The problem of learning a sparse conic combination of kernel functions or kernel matrices for classification or regression can be achieved via the regularization by a block 1-norm...
Francis R. Bach, Romain Thibaux, Michael I. Jordan
IJDE
2007
77views more  IJDE 2007»
15 years 6 months ago
Session Based Packet Marking and Auditing for Network Forensics
The widely acknowledged problem of reliably identifying the origin of network data has been the subject of many research works. Due to the nature of Internet Protocol, a source IP...
Omer Demir, Ping Ji, Jinwoo Kim
IJSNET
2007
91views more  IJSNET 2007»
15 years 6 months ago
Optimal dynamic actuator location in distributed feedback control of a diffusion process
— In this paper, the problem of distributed neutralization of toxic 2D diffusion process is discussed. The diffusion process is modelled by a parabolic PDE system. A group of mob...
Yangquan Chen, Zhongmin Wang, Jinsong Liang
ICDE
2009
IEEE
170views Database» more  ICDE 2009»
16 years 1 months ago
On High Dimensional Projected Clustering of Uncertain Data Streams
— In this paper, we will study the problem of projected clustering of uncertain data streams. The use of uncertainty is especially important in the high dimensional scenario, bec...
Charu C. Aggarwal
ICPR
2008
IEEE
16 years 1 months ago
Tree-serial dynamic programming for image processing
A lot of image analysis problems lend themselves to a unified mathematical formulation as optimization problems. Tree-serial dynamic programming is a particular case of the so-cal...
Andrey Kopylov