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SDM
2009
SIAM
119views Data Mining» more  SDM 2009»
16 years 17 days ago
Twin Vector Machines for Online Learning on a Budget.
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
Zhuang Wang, Slobodan Vucetic
113
Voted
ICCD
2006
IEEE
86views Hardware» more  ICCD 2006»
16 years 8 days ago
Interconnect Matching Design Rule Inferring and Optimization through Correlation Extraction
— New back-end design for manufacturability rules have brought guarantee rules for interconnect matching. These rules indicate a certain capacitance matching guarantee given spac...
Rasit Onur Topaloglu, Andrew B. Kahng
ICCAD
2008
IEEE
153views Hardware» more  ICCAD 2008»
16 years 8 days ago
SPM management using Markov chain based data access prediction
— Leveraging the power of scratchpad memories (SPMs) available in most embedded systems today is crucial to extract maximum performance from application programs. While regular a...
Taylan Yemliha, Shekhar Srikantaiah, Mahmut T. Kan...
ICCV
2009
IEEE
15 years 10 months ago
Multiperspective Stereo Matching and Volumetric Reconstruction
Stereo matching and volumetric reconstruction are the most explored 3D scene recovery techniques in computer vision. Many existing approaches assume perspective input images and us...
Yuanyuan Ding, Jingyi Yu, and Peter Sturm
DASFAA
2010
IEEE
419views Database» more  DASFAA 2010»
15 years 10 months ago
Incremental Clustering for Trajectories
Trajectory clustering has played a crucial role in data analysis since it reveals underlying trends of moving objects. Due to their sequential nature, trajectory data are often rec...
Zhenhui Li, Jae-Gil Lee, Xiaolei Li, Jiawei Han