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JMLR
2002
144views more  JMLR 2002»
15 years 5 months ago
Round Robin Classification
In this paper, we discuss round robin classification (aka pairwise classification), a technique for handling multi-class problems with binary classifiers by learning one classifie...
Johannes Fürnkranz
JMLR
2002
90views more  JMLR 2002»
15 years 5 months ago
Machine Learning with Data Dependent Hypothesis Classes
We extend the VC theory of statistical learning to data dependent spaces of classifiers. This theory can be viewed as a decomposition of classifier design into two components; the...
Adam Cannon, J. Mark Ettinger, Don R. Hush, Clint ...
RAS
2002
105views more  RAS 2002»
15 years 5 months ago
Visually guided manipulation tasks
In this paper, we present a framework for a robotic system with the ability to perform real-world manipulation tasks. The complexity of such tasks determines the precision and fre...
Danica Kragic, Lars Petersson, Henrik I. Christens...
NAR
2007
100views more  NAR 2007»
15 years 5 months ago
PIC: Protein Interactions Calculator
Interactions within a protein structure and interactions between proteins in an assembly are essential considerations in understanding molecular basis of stability and functions o...
K. G. Tina, R. Bhadra, N. Srinivasan
PR
2007
101views more  PR 2007»
15 years 5 months ago
Use of power law models in detecting region of interest
In this paper, we shall address the issue of semantic extraction of different regions of interest. The proposed approach is based on statistical methods and models inspired from l...
Yves Caron, Pascal Makris, Nicole Vincent