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CDC
2010
IEEE
155views Control Systems» more  CDC 2010»
15 years 2 months ago
Linear parametric noise models for Least Squares Support Vector Machines
In the identification of nonlinear dynamical models it may happen that not only the system dynamics have to be modeled but also the noise has a dynamic character. We show how to ad...
Tillmann Falck, Johan A. K. Suykens, Bart De Moor
CORR
2011
Springer
185views Education» more  CORR 2011»
15 years 2 months ago
Large-Scale Collective Entity Matching
There have been several recent advancements in Machine Learning community on the Entity Matching (EM) problem. However, their lack of scalability has prevented them from being app...
Vibhor Rastogi, Nilesh N. Dalvi, Minos N. Garofala...
COLING
2010
15 years 2 months ago
Word-based and Character-based Word Segmentation Models: Comparison and Combination
We present a theoretical and empirical comparative analysis of the two dominant categories of approaches in Chinese word segmentation: word-based models and character-based models...
Weiwei Sun
CORR
2010
Springer
143views Education» more  CORR 2010»
15 years 2 months ago
Dynamics of Profit-Sharing Games
An important task in the analysis of multiagent systems is to understand how groups of selfish players can form coalitions, i.e., work together in teams. In this paper, we study t...
John Augustine, Ning Chen, Edith Elkind, Angelo Fa...
NFM
2011
209views Formal Methods» more  NFM 2011»
15 years 2 months ago
Formalizing Probabilistic Safety Claims
A safety claim for a system is a statement that the system, which is subject to hazardous conditions, satisfies a given set of properties. Following work by John Rushby and Bev Li...
Heber Herencia-Zapana, George Hagen, Anthony Narka...