Human-Centric Information Processing Through Granular Modelling

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Bargiela, Andrzej (Επιμελητής έκδοσης), Pedrycz, Witold (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Studies in Computational Intelligence, 182
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Applications of Mathematics.

The idea of Human-Centric Information Processing was prompted by the pioneering work of Zadeh Towards a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic (1997). Since the publication of this work, a large number of researchers have focused on identifying...

Πίνακας περιεχομένων:

• 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 Modelling of Uncertainty in Applications
• Interval Type-2 Fuzzy Logic Applications
• Processing of Information Microgranules within an Individual’s Society
• Autonomous Composition of Fuzzy Granules in Ambient Intelligence Scenarios
• Information Processing in Biomedical Applications
• Gene Interactions Sub-networks and Soft Computing
• Uncertain Identification Problems in the Context of Granular Computing
• Visualizing Huge Image Databases by Formal Concept Analysis
• Artificial Dendritic Cells: Multi-faceted Perspectives.