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Granular computing

Known as: Variable clustering 
Granular computing (GrC) is an emerging computing paradigm of information processing. It concerns the processing of complex information entities… (More)
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Topic mentions per year

Topic mentions per year

1994-2018
05010019942018

Related topics

Related topics

28 relations
Akaike information criterionAlgorithmic inferenceBayesian information criterionBelur V. Dasarathy
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Broader (2)

Machine learningTheoretical computer science

Related mentions per year

Related mentions per year

1936-2018
19401960198020002020
Granular computing
Machine learning
Data mining
Principal component analysis
Discretization
Information processing

Papers overview

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Highly Cited
2008
Highly Cited
2008
Granular computing: Past, present and future
  • Yiyu Yao
  • 2008 IEEE International Conference on Granular…
  • 2008
Granular computing is gradually changing from a label to a new field of study. The driving forces, the major schools of thought… (More)
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2006
2006
The roots of granular computing
Computing arose as a synthesis of insights into human-centred information processing by Zadeh in the late '90s and the Granular… (More)
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Highly Cited
2005
Highly Cited
2005
Perspectives of granular computing
  • Y. Yao
  • 2005 IEEE International Conference on Granular…
  • 2005
Granular computing emerges as a new multi-disciplinary study and has received much attention in recent years. A conceptual… (More)
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Highly Cited
2005
Highly Cited
2005
Granular computing, rough entropy and object extraction
The problem of image object extraction in the framework of rough sets and granular computing is addressed. A measure called… (More)
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2005
2005
Three Perspectives of Granular Computing
As an emerging field of study, granular computing has received much attention. Many models, frameworks, methods and techniques… (More)
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Highly Cited
2004
Highly Cited
2004
A Partition Model of Granular Computing
There are two objectives of this chapter. One objective is to examine the basic principles and issues of granular computing. We… (More)
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Highly Cited
2001
Highly Cited
2001
Information granules: Towards foundations of granular computing
We introduce basic notions related to granular computing, namely the information Ž . granule syntax and semantics as well as the… (More)
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Review
2000
Review
2000
Granular Computing: basic issues and possible solutions
Granular computing (GrC) may be regarded as a label of theories, methodologies, techniques, and tools that make use of granules… (More)
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Highly Cited
1999
Highly Cited
1999
Granular Computing using Neighborhood Systems
A set-theoretic framework is proposed for granular computing. Each element of a universe is associated with a nonempty family of… (More)
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Highly Cited
1998
Highly Cited
1998
Some reflections on soft computing, granular computing and their roles in the conception, design and utilization of information/intelligent systems
We are living in a world which is undergoing profound changes brought about by rapid advances in science and technology. Among… (More)
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