From local neural networks to granular neural networks: A study in information granulation

Neurocomputing ◽

10.1016/j.neucom.2011.08.009 ◽

2011 ◽

Vol 74 (18) ◽

pp. 3931-3940 ◽

Author(s):

Mingli Song ◽

Witold Pedrycz

Keyword(s):

Neural Networks ◽

Information Granulation ◽

Granular Neural Networks

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Optimization of modular granular neural networks using a firefly algorithm for human recognition

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2017.06.007 ◽

2017 ◽

Vol 64 ◽

pp. 172-186 ◽

Author(s):

Daniela Sánchez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Neural Networks ◽

Firefly Algorithm ◽

Human Recognition ◽

Granular Neural Networks

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A Framework for Analysis of Granular Neural Networks

Rough Sets - Lecture Notes in Computer Science ◽

10.1007/978-3-319-60837-2_16 ◽

2017 ◽

pp. 199-206

Author(s):

Julian Skirzyński

Keyword(s):

Neural Networks ◽

Granular Neural Networks

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Genetically Dynamic Optimized Self-organizing Fuzzy Polynomial Neural Networks with Information Granulation Based FPNs

Modeling Decisions for Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/11526018_34 ◽

2005 ◽

pp. 346-353 ◽

Author(s):

Ho-Sung Park ◽

Sung-Kwun Oh ◽

Witold Pedrycz ◽

Hyun-Ki Kim

Keyword(s):

Neural Networks ◽

Information Granulation ◽

Self Organizing

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Design of Fuzzy Set-Based Polynomial Neural Networks with the Aid of Symbolic Encoding and Information Granulation

Computational Science – ICCS 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72590-9_162 ◽

2007 ◽

pp. 1076-1083

Author(s):

Sung-Kwun Oh ◽

In-Tae Lee ◽

Hyun-Ki Kim

Keyword(s):

Neural Networks ◽

Fuzzy Set ◽

Information Granulation

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Fuzzy Rough Granular Neural Networks for Pattern Analysis

Pattern Recognition and Big Data ◽

10.1142/9789813144552_0014 ◽

2016 ◽

pp. 487-511 ◽

Author(s):

Avatharam Ganivada ◽

Shubhra Sankar Ray ◽

Sankar K. Pal

Keyword(s):

Neural Networks ◽

Pattern Analysis ◽

Granular Neural Networks

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Few samples learning based on granular neural networks

Granular Computing ◽

10.1007/s41066-021-00285-z ◽

2021 ◽

Author(s):

Yapeng Liu ◽

Mingli Song

Keyword(s):

Neural Networks ◽

Granular Neural Networks

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Design of Information Granulation-Based Fuzzy Radial Basis Function Neural Networks Using NSGA-II

Advances in Neural Networks - ISNN 2010 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-13278-0_28 ◽

2010 ◽

pp. 215-222

Author(s):

Jeoung-Nae Choi ◽

Sung-Kwun Oh ◽

Hyun-Ki Kim

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Nsga Ii ◽

Information Granulation ◽

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Robust Granular Neural Networks, Fuzzy Granules and Classification

Lecture Notes in Computer Science - Rough Set and Knowledge Technology ◽

10.1007/978-3-642-16248-0_34 ◽

2010 ◽

pp. 220-227 ◽

Author(s):

G. Avatharam ◽

Sankar K. Pal

Keyword(s):

Neural Networks ◽

Granular Neural Networks

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Fuzzy Radial Basis Function Neural Networks with Information Granulation and Its Genetic Optimization

Advances in Neural Networks – ISNN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-01510-6_15 ◽

2009 ◽

pp. 127-134 ◽

Author(s):

Jeoung-Nae Choi ◽

Young-Il Lee ◽

Sung-Kwun Oh

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Basis Function ◽

Genetic Optimization ◽

Information Granulation ◽

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Fusion of progressive granular neural networks for pattern classification

Soft Computing ◽

10.1007/s00500-018-3052-x ◽

2018 ◽

Vol 23 (12) ◽

pp. 4051-4064 ◽

Author(s):

D. Arun Kumar ◽

Saroj K. Meher ◽

K. Padma Kumari

Keyword(s):

Neural Networks ◽

Pattern Classification ◽

Granular Neural Networks

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