Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms

Advances in Neuro-Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-03040-6_59 ◽

2009 ◽

pp. 485-492 ◽

Cited By ~ 5

Author(s):

Nthabiseng Hlalele ◽

Fulufhelo Nelwamondo ◽

Tshilidzi Marwala

Keyword(s):

Genetic Algorithms ◽

Missing Data ◽

Neuro Fuzzy

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Smart multi-model approach based on adaptive Neuro-Fuzzy Inference Systems and Genetic Algorithms

IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2014.7048513 ◽

2014 ◽

Cited By ~ 3

Author(s):

Enric Sala ◽

Konstantinos Kampouropoulos ◽

Francisco Giacometto ◽

Luis Romeral

Keyword(s):

Genetic Algorithms ◽

Fuzzy Inference ◽

Fuzzy Inference Systems ◽

Neuro Fuzzy ◽

Inference Systems ◽

Model Approach

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Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN)

2018 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2018.8489515 ◽

2018 ◽

Cited By ~ 1

Author(s):

Tiago Mazzutti ◽

Mauro Roisenberg ◽

Paulo Jose de Freitas Filho

Keyword(s):

Missing Data ◽

Gaussian Mixture ◽

Data Imputation ◽

Missing Data Imputation ◽

Neuro Fuzzy

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Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data

2015 IEEE Symposium Series on Computational Intelligence ◽

10.1109/ssci.2015.232 ◽

2015 ◽

Cited By ~ 2

Author(s):

Robert K. Nowicki ◽

Marcin Korytkowski ◽

Bartosz A. Nowak ◽

Rafal Scherer

Keyword(s):

Missing Data ◽

Design Methodology ◽

Fuzzy Classification ◽

Neuro Fuzzy

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Control of a manipulator robot by neuro-fuzzy subsets form approach control optimized by the genetic algorithms

ISA Transactions ◽

10.1016/j.isatra.2018.03.023 ◽

2018 ◽

Vol 77 ◽

pp. 133-145 ◽

Cited By ~ 12

Author(s):

Salim Refoufi ◽

Khier Benmahammed

Keyword(s):

Genetic Algorithms ◽

Neuro Fuzzy ◽

Manipulator Robot ◽

Form Approach ◽

Fuzzy Subsets

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Optimization of train routes based on neuro-fuzzy modeling and genetic algorithms

Procedia Computer Science ◽

10.1016/j.procs.2019.01.101 ◽

2019 ◽

Vol 149 ◽

pp. 11-18 ◽

Cited By ~ 5

Author(s):

Peter Dolgopolov ◽

Denis Konstantinov ◽

Liliya Rybalchenko ◽

Ruslans Muhitovs

Keyword(s):

Genetic Algorithms ◽

Fuzzy Modeling ◽

Neuro Fuzzy

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Time Series Model Mining with Similarity-Based Neuro-fuzzy Networks and Genetic Algorithms: A Parallel Implementation

Rough Sets and Current Trends in Computing - Lecture Notes in Computer Science ◽

10.1007/3-540-45813-1_36 ◽

2002 ◽

pp. 279-288 ◽

Cited By ~ 2

Author(s):

Julio J. Valdés ◽

Gabriel Mateescu

Keyword(s):

Time Series ◽

Genetic Algorithms ◽

Parallel Implementation ◽

Time Series Model ◽

Neuro Fuzzy

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The use of genetic algorithms and neural networks to approximate missing data in database

IEEE 3rd International Conference on Computational Cybernetics, 2005. ICCC 2005. ◽

10.1109/icccyb.2005.1511574 ◽

2006 ◽

Cited By ~ 43

Author(s):

M. Abdella ◽

T. Marwala

Keyword(s):

Neural Networks ◽

Genetic Algorithms ◽

Missing Data

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Missing data imputation of questionnaires by means of genetic algorithms with different fitness functions

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2016.08.012 ◽

2017 ◽

Vol 311 ◽

pp. 704-717 ◽

Cited By ~ 31

Author(s):

Celestino Ordóñez Galán ◽

Fernando Sánchez Lasheras ◽

Francisco Javier de Cos Juez ◽

Antonio Bernardo Sánchez

Keyword(s):

Genetic Algorithms ◽

Missing Data ◽

Data Imputation ◽

Missing Data Imputation ◽

Fitness Functions

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Multivariate time series model discovery with similarity-based neuro-fuzzy networks and genetic algorithms

Proceedings of the International Joint Conference on Neural Networks, 2003. ◽

10.1109/ijcnn.2003.1223705 ◽

2004 ◽

Cited By ~ 4

Author(s):

J.J. Valdes ◽

A.J. Barton

Keyword(s):

Time Series ◽

Genetic Algorithms ◽

Multivariate Time Series ◽

Time Series Model ◽

Neuro Fuzzy

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Hybrid Fuzzy-First Principles Modelling Using Fuzzy Clustering, Genetic Algorithms And Neuro-Fuzzy Methods: A Comparison

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)38582-8 ◽

2000 ◽

Vol 33 (10) ◽

pp. 455-460

Author(s):

Pascal F. Van Lith ◽

H.L. Ben Betlem ◽

Brian Roffel

Keyword(s):

Genetic Algorithms ◽

Fuzzy Clustering ◽

First Principles ◽

Fuzzy Methods ◽

Neuro Fuzzy

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