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 …

[HTML][HTML] Fuzzy information granular structures: A further investigation

N Xie, Z Li, WZ Wu, G Zhang - International Journal of Approximate …, 2019 - Elsevier
Fuzzy information granular structures, abbreviated as FI granular structures, refers to a
mathematical structure in the family of fuzzy information granules (for short, FI granules) …

Data description: A general framework of information granules

W Pedrycz, G Succi, A Sillitti, J Iljazi - Knowledge-Based Systems, 2015 - Elsevier
The study is concerned with a granular data description in which we propose a
characterization of numeric data by a collection of information granules so that the key …

Relational and directional aspects in the construction of information granules

W Pedrycz - IEEE Transactions on Systems, Man, and …, 2002 - ieeexplore.ieee.org
In this study, we are concerned with a two-objective development of information granules
completed on a basis of numeric data. The first goal of this design concerns revealing and …

An improved axiomatic definition of information granulation

P Zhu - Fundamenta Informaticae, 2012 - content.iospress.com
To capture the uncertainty of information or knowledge in information systems, various
information granulations, also known as knowledge granulations, have been proposed …

Granular computing: structures, representations, and applications

TY Lin - Rough Sets, Fuzzy Sets, Data Mining, and Granular …, 2003 - Springer
Granular Computing Page 1 Granular Computing Structures, Representations, and
Applications Tsau Young (“TY”) Lin Department of Computer Science San Jose State …

Granular encoders and decoders: A study in processing information granules

X Zhu, W Pedrycz, Z Li - IEEE Transactions on Fuzzy Systems, 2016 - ieeexplore.ieee.org
Information granules are generic building blocks supporting the processing realized in
granular computing and facilitating communication with the environment. In this paper, we …

The design of free structure granular mappings: The use of the principle of justifiable granularity

W Pedrycz, R Al-Hmouz, A Morfeq… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
The study introduces a concept of mappings realized in presence of information granules
and offers a design framework supporting the formation of such mappings. Information …

Information granules: Towards foundations of granular computing

A Skowron, J Stepaniuk - International Journal of Intelligent …, 2001 - Wiley Online Library
We introduce basic notions related to granular computing, namely the information granule
syntax and semantics as well as the inclusion and closeness (similarity) relations of …

Design of interval type-2 information granules based on the principle of justifiable granularity

B Zhang, W Pedrycz, X Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Information granules are concise abstract descriptors of data supported by experimental
evidence. They summarize the data by forming a small collection of well justified information …