Information granularity in fuzzy binary GrC model

Y Qian, J Liang, ZW Wei-zhi… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Zadeh's seminal work in theory of fuzzy-information granulation in human reasoning is
inspired by the ways in which humans granulate information and reason with it. This has led …

Knowledge base to fuzzy information granule: A review from the interpretability-accuracy perspective

MM Ahmed, NAM Isa - Applied Soft Computing, 2017 - Elsevier
Fuzzy information granules indicate sufficiently interpretable fuzzy sets for achieving a high
level of human cognitive abstraction. Furthermore, granularity, complexity, and accuracy are …

Fuzzy granular structure distance

Y Qian, Y Li, J Liang, G Lin… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
A fuzzy granular structure refers to a mathematical structure of the collection of fuzzy
information granules granulated from a dataset, while a fuzzy information granularity is used …

[HTML][HTML] Information structures and uncertainty measures in a fully fuzzy information system

G Zhang, Z Li, WZ Wu, X Liu, N Xie - International Journal of Approximate …, 2018 - Elsevier
An information system is an important model in the field of artificial intelligence and its
information structures mean a mathematical structure of the family of information granules …

Interpretability constraints for fuzzy information granulation

C Mencar, AM Fanelli - Information Sciences, 2008 - Elsevier
Information granules are complex entities that arise in the process of abstraction of data and
derivation of knowledge. The automatic generation of information granules from data is an …

Toward a theory of fuzzy information granulation and its centrality in human reasoning and fuzzy logic

LA Zadeh - Fuzzy sets and systems, 1997 - Elsevier
There are three basic concepts that underlie human cognition: granulation, organization and
causation. Informally, granulation involves decomposition of whole into parts; organization …

Toward a theory of granular computing for human-centered information processing

A Bargiela, W Pedrycz - IEEE Transactions on Fuzzy Systems, 2008 - ieeexplore.ieee.org
Human-centered information processing has been pioneered by Zadeh through his
introduction of the concept of fuzzy sets in the mid 1960s. The insights that were afforded …

Abstraction and specialization of information granules

W Pedrycz, G Vukovich - … Systems, Man, and Cybernetics, Part B …, 2001 - ieeexplore.ieee.org
In his paper, we introduce a model of generalization and specialization of information
granules. The information granules themselves are modeled as fuzzy sets or fuzzy relations …

Some reflections on information granulation and its centrality in granular computing, computing with words, the computational theory of perceptions and precisiated …

LA Zadeh - Data mining, rough sets and granular computing, 2002 - Springer
The past few years have witnessed what in retrospect may be seen as a turning point in the
evolution of fuzzy logic. What I have in mind is the debut of four linked methodologies …

Granular computing I: the concept of granulation and its formal model

TY Lin - … Journal of Granular Computing, Rough Sets and …, 2009 - inderscienceonline.com
The term granular computing (GrC) was coined by Lin and Zadeh (derived from Zadeh's
granular mathematics) in Fall, 1996. Since then, nine GrC models have been proposed. In …