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MCS
2009
Springer
14 years 1 months ago
Regularized Linear Models in Stacked Generalization
Abstract. Stacked generalization is a flexible method for multiple classifier combination; however, it tends to overfit unless the combiner function is sufficiently smooth. Prev...
Samuel Robert Reid, Gregory Z. Grudic
PCM
2004
Springer
112views Multimedia» more  PCM 2004»
14 years 2 months ago
A Region Based Image Matching Method with Regularized SAR Model
Abstract. In this paper, we propose a new region-based image matching method to find the user defined regions in other images. We use color histogram and SAR (simultaneous autore...
Yaowei Wang, Weiqiang Wang, Yanfei Wang
TACAS
2009
Springer
106views Algorithms» more  TACAS 2009»
14 years 3 months ago
Hierarchical Set Decision Diagrams and Regular Models
Abstract. This paper presents algorithms and data structures that exploit a compositional and hierarchical specification to enable more efficient symbolic modelchecking. We encod...
Yann Thierry-Mieg, Denis Poitrenaud, Alexandre Ham...
TACAS
2007
Springer
92views Algorithms» more  TACAS 2007»
14 years 3 months ago
Model Checking Liveness Properties of Genetic Regulatory Networks
Abstract. Recent studies have demonstrated the possibility to build genetic regulatory networks that confer a desired behavior to a living organism. However, the design of these ne...
Grégory Batt, Calin Belta, Ron Weiss
QEST
2010
IEEE
13 years 6 months ago
DTMC Model Checking by SCC Reduction
Discrete-Time Markov Chains (DTMCs) are a widely-used formalism to model probabilistic systems. On the one hand, available tools like PRISM or MRMC offer efficient model checking a...
Erika Ábrahám, Nils Jansen, Ralf Wim...