What does LD stand for?

Linear MUDs, such as the decorrelator, the minimum mean squared error detector or linear decision directed interference cancellation are devised to detect users in an underloaded system.

It begins with a cohesive discussion of machine learning and goes on to cover: * Knowledge discovery environments * Describing data mathematically * Linear decision surfaces and functions * Perceptron learning * Maximum margin classifiers * Support vector machines * Elements of statistical learning theory * Multi-class classification * Regression with support vector machines * Novelty detection Complemented with hands-on exercises, algorithm descriptions, and data sets, Knowledge Discovery with Support Vector Machines is an invaluable textbook for advanced undergraduate and graduate courses.