• Introduction.- Continuous Risk Functionals.- MEE with Continuous Errors.- MEE with Discrete Errors.- EE-Inspired Risks.- Applications.

From the reviews: "The paper deals with the theoretical background and corresponding applications of minimum error entropy (MEE) to different data classifications models ... . Many examples and tests are also provided to illustrate the practical application of MEE in concrete classification problems. The book is dedicated to researchers and practitioners working on machine learning algorithms interested in using MEE in data classification." (Florin Gorunescu, zbMATH, Vol. 1280, 2014)

• Introduction.- Continuous Risk Functionals.- MEE with Continuous Errors.- MEE with Discrete Errors.- EE-Inspired Risks.- Applications.

From the reviews: "The paper deals with the theoretical background and corresponding applications of minimum error entropy (MEE) to different data classifications models ... . Many examples and tests are also provided to illustrate the practical application of MEE in concrete classification problems. The book is dedicated to researchers and practitioners working on machine learning algorithms interested in using MEE in data classification." (Florin Gorunescu, zbMATH, Vol. 1280, 2014)

• Introduction.- Continuous Risk Functionals.- MEE with Continuous Errors.- MEE with Discrete Errors.- EE-Inspired Risks.- Applications.

From the reviews: "The paper deals with the theoretical background and corresponding applications of minimum error entropy (MEE) to different data classifications models ... . Many examples and tests are also provided to illustrate the practical application of MEE in concrete classification problems. The book is dedicated to researchers and practitioners working on machine learning algorithms interested in using MEE in data classification." (Florin Gorunescu, zbMATH, Vol. 1280, 2014)