Book of Donmon Teith

Research in the field of system identification and control has been shifting from traditional model-based to data-driven or evidence-based theories. The latter

Using important examples, this book showcases the potential of the latest data-based and data-driven methodologies for filter and control design. It discusses t

Combining scientific computing methods and algorithms with modern data analysis techniques, including basic applications of compressive sensing and machine lear

This book provides a new perspective on modeling cyber-physical systems (CPS), using a data-driven approach. The authors cover the use of state-of-the-art machi