Granular neural networks: The development of granular input spaces and parameters spaces through a hierarchical allocation of information granularity

Information Sciences ◽

10.1016/j.ins.2019.12.081 ◽

2020 ◽

Vol 517 ◽

pp. 148-166 ◽

Author(s):

Mingli Song ◽

Yukai Jing

Keyword(s):

Neural Networks ◽

Information Granularity ◽

Granular Neural Networks ◽

Hierarchical Allocation

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Granular neural networks: A study of optimizing allocation of information granularity in input space

Applied Soft Computing ◽

10.1016/j.asoc.2019.01.013 ◽

2019 ◽

Vol 77 ◽

pp. 67-75 ◽

Author(s):

Mingli Song ◽

Yukai Jing ◽

Witold Pedrycz

Keyword(s):

Neural Networks ◽

Information Granularity ◽

Input Space ◽

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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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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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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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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Semisupervised self-learning granular neural networks for remote sensing image classification

Applied Soft Computing ◽

10.1016/j.asoc.2019.105655 ◽

2019 ◽

Vol 83 ◽

pp. 105655 ◽

Author(s):

Saroj K. Meher

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Image Classification ◽

Remote Sensing Image ◽

Remote Sensing Image Classification ◽

Granular Neural Networks ◽

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Optimization of modular granular neural networks using a hierarchical genetic algorithm based on the database complexity applied to human recognition

Information Sciences ◽

10.1016/j.ins.2015.02.020 ◽

2015 ◽

Vol 309 ◽

pp. 73-101 ◽

Author(s):

Daniela Sánchez ◽

Patricia Melin ◽

Oscar Castillo

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Human Recognition ◽

Granular Neural Networks ◽

Hierarchical Genetic Algorithm

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Global Elevation Ancillary Data for Land-use Classification Using Granular Neural Networks

Photogrammetric Engineering & Remote Sensing ◽

10.14358/pers.74.1.55 ◽

2008 ◽

Vol 74 (1) ◽

pp. 55-63 ◽

Author(s):

Demetris Stathakis ◽

Ioannis Kanellopoulos

Keyword(s):

Neural Networks ◽

Land Use ◽

Land Use Classification ◽

Ancillary Data ◽

Granular Neural Networks

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