A survey on Genetic Algorithm based Gene Subset Selection for Disease Prediction: Underlying Concepts & Approaches

International Journal for Research in Applied Science and Engineering Technology ◽

10.22214/ijraset.2018.3594 ◽

2018 ◽

Vol 6 (3) ◽

pp. 2672-2676

Author(s):

Deekshita S

Keyword(s):

Genetic Algorithm ◽

Subset Selection ◽

Disease Prediction ◽

Gene Subset ◽

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Gene Subset Selection for Cancer Classification Using Statsitical and Rough Set Approach

Swarm, Evolutionary, and Memetic Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-35380-2_35 ◽

2012 ◽

pp. 294-302 ◽

Author(s):

Asit Kumar Das ◽

Soumen Kumar Pati

Keyword(s):

Rough Set ◽

Subset Selection ◽

Cancer Classification ◽

Gene Subset ◽

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Gene Subset Selection for Transfer Learning using Bilevel Particle Swarm Optimization

2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) ◽

10.1109/icmla51294.2020.00206 ◽

2020 ◽

Author(s):

Hassen Dhrif ◽

Veronica Bolon-Canedo ◽

Stefan Wuchty

Keyword(s):

Particle Swarm Optimization ◽

Transfer Learning ◽

Particle Swarm ◽

Subset Selection ◽

Gene Subset ◽

Swarm Optimization ◽

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Genetic Algorithm Based Feature Subset Selection for Land Cover/ Land Use Mapping Using Wavelet Packet Transform

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-012-0208-5 ◽

2012 ◽

Vol 41 (2) ◽

pp. 237-248 ◽

Author(s):

S. Rajesh ◽

S. Arivazhagan ◽

K. Pratheep Moses ◽

R. Abisekaraj

Keyword(s):

Genetic Algorithm ◽

Land Use ◽

Wavelet Packet ◽

Subset Selection ◽

Wavelet Packet Transform ◽

Feature Subset Selection ◽

Feature Subset ◽

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Optimal Search-Based Gene Subset Selection for Gene Array Cancer Classification

IEEE Transactions on Information Technology in Biomedicine ◽

10.1109/titb.2007.892693 ◽

2007 ◽

Vol 11 (4) ◽

pp. 398-405 ◽

Author(s):

Jiexun Li ◽

Hua Su ◽

Hsinchun Chen ◽

Bernard W. Futscher

Keyword(s):

Subset Selection ◽

Cancer Classification ◽

Gene Subset ◽

Optimal Search ◽

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Optimal feature subset selection for fuzzy extreme learning machine using genetic algorithm with multilevel parameter optimization

2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA) ◽

10.1109/icsipa.2017.8120652 ◽

2017 ◽

Author(s):

Archana Kale ◽

Shefali Sonavane

Keyword(s):

Genetic Algorithm ◽

Extreme Learning Machine ◽

Parameter Optimization ◽

Subset Selection ◽

Feature Subset Selection ◽

Feature Subset ◽

Selection For ◽

Optimal Feature Subset ◽

Learning Machine ◽

Optimal Feature

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Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-26535-3_42 ◽

2015 ◽

pp. 364-370 ◽

Author(s):

Burhan Khan ◽

Asim Bhatti ◽

Michael Johnstone ◽

Samer Hanoun ◽

Douglas Creighton ◽

...

Keyword(s):

Genetic Algorithm ◽

Subset Selection ◽

Feature Subset Selection ◽

Feature Subset ◽

Spike Sorting ◽

Neuron Spike ◽

Selection For ◽

Optimal Feature Subset ◽

Optimal Feature

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Feature Subset Selection for Hot Method Prediction using Genetic Algorithm wrapped with Support Vector Machines

Journal of Computer Science ◽

10.3844/jcssp.2011.707.714 ◽

2011 ◽

Vol 7 (5) ◽

pp. 707-714 ◽

Author(s):

Johnson

Keyword(s):

Genetic Algorithm ◽

Support Vector Machines ◽

Subset Selection ◽

Feature Subset Selection ◽

Support Vector ◽

Feature Subset ◽

Vector Machines ◽

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Towards scalable rough set based attribute subset selection for intrusion detection using parallel genetic algorithm in MapReduce

Simulation Modelling Practice and Theory ◽

10.1016/j.simpat.2016.01.010 ◽

2016 ◽

Vol 64 ◽

pp. 18-29 ◽

Author(s):

El-Sayed M. El-Alfy ◽

Mashaan A. Alshammari

Keyword(s):

Genetic Algorithm ◽

Intrusion Detection ◽

Rough Set ◽

Subset Selection ◽

Parallel Genetic Algorithm ◽

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A genetic algorithm applied to optimal gene subset selection

Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753) ◽

10.1109/cec.2004.1331094 ◽

2005 ◽

Author(s):

ShengChao Ding ◽

Juan Liu ◽

ChanLe Wu ◽

Qing Yang

Keyword(s):

Genetic Algorithm ◽

Subset Selection ◽

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Incremental Wrapper Based Random Forest Gene Subset Selection for Tumor Discernment

Communications in Computer and Information Science - Database and Expert Systems Applications ◽

10.1007/978-3-319-99133-7_13 ◽

2018 ◽

pp. 161-167

Author(s):

Alia Fatima ◽

Usman Qamar ◽

Saad Rehman ◽

Aiman Khan Nazir

Keyword(s):

Random Forest ◽

Subset Selection ◽

Gene Subset ◽

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