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ICDM
2008
IEEE
252views Data Mining» more  ICDM 2008»
16 years 1 months ago
Data Mining for Climate Change and Impacts
Knowledge discovery from temporal, spatial and spatiotemporal data is critical for climate change science and climate impacts. Climate statistics is a mature area. However, recent...
Auroop R. Ganguly, Karsten Steinhaeuser
COLT
2000
Springer
15 years 11 months ago
PAC Analogues of Perceptron and Winnow via Boosting the Margin
We describe a novel family of PAC model algorithms for learning linear threshold functions. The new algorithms work by boosting a simple weak learner and exhibit complexity bounds...
Rocco A. Servedio
179
Voted
ECOOP
2004
Springer
15 years 10 months ago
Early Identification of Incompatibilities in Multi-component Upgrades
Previous work proposed a technique for predicting problems resulting from replacing one version of a software component by another. The technique reports, before performing the rep...
Stephen McCamant, Michael D. Ernst
DEON
2008
Springer
15 years 8 months ago
Specifying Intrusion Detection and Reaction Policies: An Application of Deontic Logic
The security policy of an information system may include a wide range of different requirements. The literature has primarily focused on access and information flow control require...
Nora Cuppens-Boulahia, Frédéric Cupp...
SIAMJO
2011
15 years 1 months ago
A Unifying Polyhedral Approximation Framework for Convex Optimization
Abstract. We propose a unifying framework for polyhedral approximation in convex optimization. It subsumes classical methods, such as cutting plane and simplicial decomposition, bu...
Dimitri P. Bertsekas, Huizhen Yu