Title: Support vector machines for antenna array processing and electromagnetics
Description: Support vector machines (SVM) were introduced in the early 90's as a novel nonlinear solution for classification and regression tasks. These techniques have been proved to have superior performances in a large variety of real world applications due to their generalization abilities and robustness against noise and interferences.
Subjects: Statistical methods, Electromagnetism, Signal processing, Multivariate analysis, Antenna arrays, Machine learning