Human-centric information processing through granular modelling

Contains the latest research in the rapidly growing interest in the area of Granular Computing (GC) Systematic exposure of the concepts, design methodology, and detailed algorithms Carefully structured and organized illustrative material Self-contained book , down to earth presentation of the material INDICE: Rough-Granular Computing in Human-Centric Information Processing.-Integrative Levels of Granularity.- Affinities Between Perceptual Granules: Foundations and Perspectives.- Concept Granular Computing based on Lattice Theoretic Setting.- Interpretability of Fuzzy Information Granules.- Semantic Driven Fuzzy Clustering for Human-Centric Information Processing Applications.- Many-Valued Logic Tools for Granular Modeling.- Type-2 Fuzzy Logic and the Modeling of Uncertainty in Applications.- Interval Type-2 Fuzzy Logic Applications.- Processing of Information Microgranules within an Individuals’ Society.- Autonomous Composition of Fuzzy Granules in Ambient Intelligence Scenarios.- Information Processing in Biomedical Applications.- Reconstructing Gene Interactions.- Uncertain Identification Problems in the Context of Granular Computing.- Visualizing Huge Image Databases by Formal Concept Analysis.- Artificial Dendritic Cells: Multi-Faceted Perspectives.

• ISBN: 978-3-540-92915-4
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 450
• Fecha Publicación: 01/02/2009
• Nº Volúmenes: 1
• Idioma: Inglés