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132
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JMLR
2006
131views more  JMLR 2006»
15 years 3 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, ...
115
Voted
FCCM
2006
IEEE
162views VLSI» more  FCCM 2006»
15 years 9 months ago
Power Visualization, Analysis, and Optimization Tools for FPGAs
This paper introduces the Low-Power Intelligent Tool Environment (LITE), an object oriented tool set designed for power visualization, analysis, and optimization. These tools lever...
Matthew French, Li Wang, Michael J. Wirthlin
130
Voted
ICLP
2005
Springer
15 years 9 months ago
A Generic Framework for the Analysis and Specialization of Logic Programs
The relationship between abstract interpretation and partial deduction has received considerable attention and (partial) integrations have been proposed starting from both the part...
Germán Puebla, Elvira Albert, Manuel V. Her...
158
Voted
ISBI
2009
IEEE
15 years 10 months ago
Image-Driven Population Analysis Through Mixture Modeling
—We present iCluster, a fast and efficient algorithm that clusters a set of images while co-registering them using a parameterized, nonlinear transformation model. The output of...
Mert R. Sabuncu
116
Voted
ICCV
2011
IEEE
14 years 3 months ago
Data-driven Crowd Analysis in Videos
In this work we present a new crowd analysis algorithm powered by behavior priors that are learned on a large database of crowd videos gathered from the Internet. The algorithm wo...
Mikel Rodriguez, Josef Sivic, Ivan Laptev, Jean-Yv...