Xu, Mingyang; Golay, Michael - 2011
This paper addresses an important issue in model combination, that is, model locality. Since usually a global linear model is unable to reflect nonlinearity and to characterize local features, especially in a complex system, we propose a mixture of local feature models in order to overcome these...