a simple but novel and applicable approach is proposed to solve the problem of smoothing effect of ordinary kriging estimate which is widely used in mining and earth sciences. it is based on transformation equation in which z scores are derived from ordinary kriging estimates and then rescaled by the standard deviation of sample data and the sample mean is added to the result. it bears the grea...

We propose a gossip-based distributed algorithm for Gaussian mixture learning, Newscast EM. The algorithm operates on network topologies where each node observes a local quantity and can communicate with other nodes in an arbitrary point-to-point fashion. The main difference between Newscast EM and the standard EM algorithm is that the M-step in our case is implemented in a decentralized manner...

The efficiency of an IPMSM motor is influenced by the operating point machine. Conventional approaches to generate measured maps may be too expensive use in some situations, thus it often replaced simpler variants based on parametric models. A promising approach combine model-based with online parameter identification methods which would allow following changes parameters. However, such also re...