Classification, Parameter Estimation and State Estimation
Classification, Parameter Estimation and State Estimation is a practical guide for data analysts and designers of measurement systems and postgraduates students that are interested in advanced measurement systems using MATLAB. 'Prtools' is a powerful MATLAB toolbox for pattern recognition and is written and owned by one of the co-authors, B. Duin of the Delft University of Technology.
Table of Contents
Chapter 1 Introduction
Chapter 2 Detection and Classification
Chapter 3 Parameter Estimation
Chapter 4 State Estimation
Chapter 5 Supervised Learning
Chapter 6 Feature Extraction and Selection
Chapter 7 Unsupervised Learning
Chapter 8 State Estimation in Practice
Chapter 9 Worked out Examples
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