Keyword

granular computing

Description: A computing paradigm that represents and processes information through groups of related elements, or granules, at varying levels of detail.

Primary topic: Rough Sets and Fuzzy Logic (58%)

Related topic: Rough Sets and Fuzzy Logic (58%)

Wikidata ID: wiki/Q5596712

OpenAlex ID: keywords/granular-computing

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

2014 · C.L. Philip Chen, Chun-Yang Zhang · Information Sciences · 3,047

Fuzzy Sets and Information Granularity

1996 · L. A. Zadeh · Advances in fuzzy systems · 1,118

MGRS: A multi-granulation rough set

2009 · Yuhua Qian, Jiye Liang, et al. · Information Sciences · 737

Granular Computing : An Introduction

2000 · Witold Pedrycz · Studies in fuzziness and soft computing · 706

Handbook of Granular Computing

2008 · STEFANINI LUCIANO, SORINI LAERTE, et al. · Wiley eBooks · 685

Three-way decision and granular computing

2018 · Yiyu Yao · International Journal of Approximate Reasoning · 616

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An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment

2016 · Jindong Qin, Xinwang Liu, et al. · European Journal of Operational Research · 604

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

2007 · An, Aijun, Wang, Guoyin, et al. · Lecture notes in computer science · 572

Granular Computing: Perspectives and Challenges

2013 · Jing Tao Yao, Athanasios V. Vasilakos, et al. · IEEE Transactions on Cybernetics · 570

Information granulation and rough set approximation

2000 · Y. Y. Yao · International Journal of Intelligent Systems · 533

Granular Computing: Analysis and Design of Intelligent Systems

2013 · Witold Pedrycz · 511

Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems

1998 · L. A. Zadeh · Soft Computing · 481

Fuzzy fractal dimensions and fuzzy modeling

2003 · W Pedrycz · Information Sciences · 468

Granular computing: an introduction

2002 · W. Pedrycz · 387

Granular Computing and Knowledge Reduction in Formal Contexts

2008 · Wei-Zhi Wu, Yee Leung, et al. · IEEE Transactions on Knowledge and Data Engineering · 378

Granular ball computing classifiers for efficient, scalable and robust learning

2019 · Shuyin Xia, Yunsheng Liu, et al. · Information Sciences · 345

Incomplete Multigranulation Rough Set

2009 · Yuhua Qian, Jiye Liang, et al. · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 341

The Information Entropy, Rough Entropy and Knowledge Granulation in Rough Set Theory

2004 · JIYE LIANG, ZHONGZHI SHI · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 340

Knowledge-Based Clustering: From Data to Information Granules

2007 · Witold Pedrycz · 339

Perspectives of granular computing

2005 · Y. Yao · IEEE International Conference on Granular Computing (GrC) · 339

Granular Computing

2003 · Andrzej Bargiela, Witold Pedrycz · Springer eBooks · 338

Building the fundamentals of granular computing: A principle of justifiable granularity

2013 · Witold Pedrycz, Wladyslaw Homenda · Applied Soft Computing · 337

A Partition Model of Granular Computing

2004 · Yiyu Yao · Lecture notes in computer science · 319

Granular Computing: basic issues and possible solutions

2007 · Yiyu Yao · 318

Concept learning via granular computing: A cognitive viewpoint

2014 · Jinhai Li, Changlin Mei, et al. · Information Sciences · 313

Works count: 3,711

Citation count: 56,840