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ECML
2001
Springer
14 years 1 months ago
Classification on Data with Biased Class Distribution
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...
Slobodan Vucetic, Zoran Obradovic
IANDC
2008
74views more  IANDC 2008»
13 years 9 months ago
Baire categories on small complexity classes and meager-comeager laws
We introduce two resource-bounded Baire category notions on small complexity classes such as P, QUASIPOLY, SUBEXP and PSPACE and on probabilistic classes such as BPP, which differ...
Philippe Moser
CDC
2008
IEEE
100views Control Systems» more  CDC 2008»
13 years 11 months ago
Input-output instability patterns of Chemical Reaction Networks
This paper describes a criterion for qualitative analysis of open Chemical Reaction Networks endowed with mass-action kinetics. The method can be applied to an extremely broad clas...
David Angeli
SIAMCO
2010
93views more  SIAMCO 2010»
13 years 7 months ago
Dynamic Vehicle Routing with Priority Classes of Stochastic Demands
In this paper we introduce a dynamic vehicle routing problem in which there are multiple vehicles and multiple priority classes of service demands. Service demands of each priority...
Stephen L. Smith, Marco Pavone, Francesco Bullo, E...
PODS
1994
ACM
138views Database» more  PODS 1994»
14 years 1 months ago
Dyn-FO: A Parallel, Dynamic Complexity Class
Traditionally, computational complexity has considered only static problems. Classical Complexity Classes such as NC, P, and NP are de ned in terms of the complexity of checking {...
Sushant Patnaik, Neil Immerman