[图书][B] Granular computing and intelligent systems: design with information granules of higher order and higher type

W Pedrycz, SM Chen - 2011 - books.google.com
Information granules are fundamental conceptual entities facilitating perception of complex
phenomena and contributing to the enhancement of human centricity in intelligent systems …

Granular computing models for knowledge uncertainty

王国胤, 张清华, 马希骜, 杨青山 - Journal of Software, 2011 - jos.org.cn
知识不仅是构成人类认知能力的重要基石, 也是智能科学研究的基础问题之一.
随着智能科学技术研究的发展, 知识的不确定性研究受到人们的普遍关注 …

Granular models and granular outliers

X Zhu, W Pedrycz, Z Li - IEEE Transactions on Fuzzy Systems, 2018 - ieeexplore.ieee.org
In this study, we propose a new design methodology of granular fuzzy models, introduce its
further generalization in the form of granular fuzzy models of higher type, and discuss …

[HTML][HTML] An overview of granular computing

W Guoyin, Z Qinghua, H Jun - CAAI Transactions on Intelligent …, 2007 - tis.hrbeu.edu.cn
In the field of computational intelligence, granular computing (GrC) is a new wa y to simulate
human thinking to help solve complicated problems. GrC involves al l the theories …

Granular computing, computational intelligence, and the analysis of non-geometric input spaces

L Livi, A Sadeghian - Granular Computing, 2016 - Springer
Data granulation emerged as an important paradigm in modeling and computing with
uncertainty, exploiting information granules as the main mathematical constructs involved in …

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 …

From numeric data to information granules: A design through clustering and the principle of justifiable granularity

X Wang, W Pedrycz, A Gacek, X Liu - Knowledge-Based Systems, 2016 - Elsevier
Designing information granules used intensively in Granular Computing is of paramount
relevance to the fundamentals of the discipline. Information granules are key functional …

Information granulation and granular relationships

JT Yao - 2005 IEEE international conference on granular …, 2005 - ieeexplore.ieee.org
As an emerging research method to deal with information and knowledge processing,
various topics of granular computing have recently received more attention by researchers …

Axiomatic approach of knowledge granulation in information system

J Liang, Y Qian - Australasian Joint Conference on Artificial Intelligence, 2006 - Springer
Granular computing is potentially in knowledge discovery and data mining etc. In this paper,
by introducing a partial relation ≺^' with set size character to information system, an axiom …

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 …