Chapter
Licensed
Unlicensed
Requires Authentication
2 Features
-
Jürgen Beyerer
You are currently not able to access this content.
You are currently not able to access this content.
Chapters in this book
- Frontmatter I
- Preface V
- Preface of 2nd edition VII
- Contents IX
- List of Tables XIII
- List of Figures XV
- Notation XIX
- Introduction XXIII
- 1 Fundamentals and definitions 1
- 2 Features 10
- 3 Bayesian decision theory 103
- 4 Parameter estimation 132
- 5 Parameter free methods 161
- 6 General considerations 180
- 7 Special classifiers 191
- 8 Classification with nominal features 257
- 9 Classifier-independent concepts 273
- A Solutions to the exercises 293
- B A primer on Lie theory 307
- C Random processes 311
- Bibliography 315
- Glossary 319
- Index 325
Chapters in this book
- Frontmatter I
- Preface V
- Preface of 2nd edition VII
- Contents IX
- List of Tables XIII
- List of Figures XV
- Notation XIX
- Introduction XXIII
- 1 Fundamentals and definitions 1
- 2 Features 10
- 3 Bayesian decision theory 103
- 4 Parameter estimation 132
- 5 Parameter free methods 161
- 6 General considerations 180
- 7 Special classifiers 191
- 8 Classification with nominal features 257
- 9 Classifier-independent concepts 273
- A Solutions to the exercises 293
- B A primer on Lie theory 307
- C Random processes 311
- Bibliography 315
- Glossary 319
- Index 325
