http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Knowledge discovery with support vector machines
1. What is knowledge discovery? -- 2. Knowledge discovery environments -- 3. Describing data mathematically -- 4. Linear decision surfaces and functions -- 5. Perceptron learning -- 6. Maximum-margin classifiers -- 7. Support vector machines -- 8. Implementation -- 9. Evaluating what has been learned -- 10. Elements of statistical learning theory -- 11. Multiclass classification -- 12. Regression with support vector machines -- 13. Novelty detection
Includes bibliographical references and index
Wiley series on methods and applications in data mining