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JMLR
2006
131views more  JMLR 2006»
14 years 10 months ago
Incremental Support Vector Learning: Analysis, Implementation and Applications
Incremental Support Vector Machines (SVM) are instrumental in practical applications of online learning. This work focuses on the design and analysis of efficient incremental SVM ...
Pavel Laskov, Christian Gehl, Stefan Krüger, ...
ICPR
2006
IEEE
15 years 11 months ago
Accurate 3-D Motion Tracking with an Application to Super-Resolution
Many of the existing image processing applications, in particular the construction of super-resolution videos, require an accurate high-speed motion tracking algorithm. This paper...
Kin-hong Wong, Michael Ming-Yuen Chang, Siu-Hang O...
ICML
2009
IEEE
15 years 10 months ago
Identifying suspicious URLs: an application of large-scale online learning
This paper explores online learning approaches for detecting malicious Web sites (those involved in criminal scams) using lexical and host-based features of the associated URLs. W...
Justin Ma, Lawrence K. Saul, Stefan Savage, Geoffr...
ICCAD
2002
IEEE
103views Hardware» more  ICCAD 2002»
15 years 7 months ago
A realistic variable voltage scheduling model for real-time applications
Voltage scheduling is indispensable for exploiting the benefit of variable voltage processors. Though extensive research has been done in this area, current processor limitations...
Bren Mochocki, Xiaobo Sharon Hu, Gang Quan
DAARC
2007
Springer
132views Algorithms» more  DAARC 2007»
15 years 4 months ago
Anaphora Resolution: To What Extent Does It Help NLP Applications?
Papers discussing anaphora resolution algorithms or systems usually focus on the intrinsic evaluation of the algorithm/system and not on the issue of extrinsic evaluation. In the c...
Ruslan Mitkov, Richard Evans, Constantin Orasan, L...