Bücher der Reihe Cognitive Technologies

This book focuses on rare category analysis where the majority classes have smooth distributions and the minority classes exhibit the compactness property. It focuses on challenging cases where the support regions of the majority and minority classes overlap.

This book offers a detailed assessment of the results of SemProM, a major industrial/academic research project that examined the design and implementation of semantic product memories. Covers basic principles and shows how to build, model and process DPMs.

This book reviews the basics of rule learning as applied to classical machine learning and modern data mining. It connects attribute-value learning with inductive logic programming, and offers complete coverage of most important elements of rule learning.

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it.

For the first time, a comprehensive collection of the latest developments in scripting and representation languages for life-like characters. As life-like characters is a vibrant research area, various applications have been designed and implemented.