A novel technique is presented based on self-organizing neural networks for prediction of fertilizer distribution …

material and structural parameters. This paper presents two industrial cases using support vector regression (SVR) for vehicle … vehicle front end structure subject to frontal crash, where SVR is utilized to construct crashworthiness responses. The use of … multiple instances of SVR with different kernel types and hyper-parameters simultaneously and select the best accurate one for …

techniques. On the other hand, as a new generation of learning algorithms, support vector regression (SVR) was developed by … regression (LP-SVR) with wavelet kernel was proposed, and the connection between LP-SVR with wavelet kernel and wavelet networks … was analyzed. In particular, the potential of the LP-SVR for nonlinear dynamical system identification was investigated. …

In the context of non-linear dynamics, next neighbor prediction methods have been successfully applied to univariate … time series. We generalize these methods, in particular, center-of-mass-prediction (COM-prediction) and local linear … prediction (LL-prediction), to multivariate time series. The use of multivariate prediction techniques is especially interesting …