Gene Assessment and Sample Classification for Gene Expression Data Using a Genetic Algorithm / k-nearest Neighbor Method

Combinatorial Chemistry & High Throughput Screening ◽

10.2174/1386207013330733 ◽

2001 ◽

Vol 4 (8) ◽

pp. 727-739 ◽

Author(s):

Leping Li ◽

Thomas Darden ◽

Clarice Weingberg ◽

A. Levine ◽

Lee Pedersen

Keyword(s):

Gene Expression ◽

Genetic Algorithm ◽

Gene Expression Data ◽

Nearest Neighbor ◽

Expression Data ◽

K Nearest Neighbor ◽

Sample Classification

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Missing data imputation using Evolutionary k- Nearest neighbor algorithm for gene expression data

2016 Sixteenth International Conference on Advances in ICT for Emerging Regions (ICTer) ◽

10.1109/icter.2016.7829911 ◽

2016 ◽

Author(s):

Hiroshi de Silva ◽

A. Shehan Perera

Keyword(s):

Gene Expression ◽

Missing Data ◽

Gene Expression Data ◽

Nearest Neighbor ◽

Expression Data ◽

Data Imputation ◽

K Nearest Neighbor ◽

Nearest Neighbor Algorithm ◽

Missing Data Imputation ◽

K Nearest Neighbor Algorithm

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Semi-supervised Naive Hubness Bayesian k-Nearest Neighbor for Gene Expression Data

Advances in Intelligent Systems and Computing - Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015 ◽

10.1007/978-3-319-26227-7_10 ◽

2016 ◽

pp. 101-110

Author(s):

Krisztian Buza

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Nearest Neighbor ◽

Expression Data ◽

K Nearest Neighbor

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ReliefSeq: A Gene-Wise Adaptive-K Nearest-Neighbor Feature Selection Tool for Finding Gene-Gene Interactions and Main Effects in mRNA-Seq Gene Expression Data

PLoS ONE ◽

10.1371/journal.pone.0081527 ◽

2013 ◽

Vol 8 (12) ◽

pp. e81527 ◽

Author(s):

Brett A. McKinney ◽

Bill C. White ◽

Diane E. Grill ◽

Peter W. Li ◽

Richard B. Kennedy ◽

...

Keyword(s):

Gene Expression ◽

Feature Selection ◽

Gene Expression Data ◽

Nearest Neighbor ◽

Gene Interactions ◽

Expression Data ◽

K Nearest Neighbor ◽

Selection Tool ◽

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Evolutionary k-nearest neighbor imputation algorithm for gene expression data

International Journal on Advances in ICT for Emerging Regions (ICTer) ◽

10.4038/icter.v10i1.7183 ◽

2018 ◽

Vol 10 (1) ◽

pp. 11

Author(s):

Hiroshi De Silva ◽

A. Shehan Perera

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Nearest Neighbor ◽

Expression Data ◽

K Nearest Neighbor ◽

Nearest Neighbor Imputation

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Hybrid Genetic Algorithm and Simulated Annealing for Clustering Microarray Gene Expression data

Journal of Physics Conference Series ◽

10.1088/1742-6596/1767/1/012034 ◽

2021 ◽

Vol 1767 (1) ◽

pp. 012034

Author(s):

M Pandi ◽

T Sivakumar ◽

N Senthil Madasamy ◽

N Sadhasivam

Keyword(s):

Gene Expression ◽

Genetic Algorithm ◽

Simulated Annealing ◽

Gene Expression Data ◽

Hybrid Genetic Algorithm ◽

Microarray Gene Expression Data ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Cascade of genetic algorithm and decision tree for cancer classification on gene expression data

Expert Systems ◽

10.1111/j.1468-0394.2010.00522.x ◽

2010 ◽

Vol 27 (3) ◽

pp. 201-218 ◽

Author(s):

Jinn-Yi Yeh ◽

Tai-Hsi Wu

Keyword(s):

Gene Expression ◽

Genetic Algorithm ◽

Decision Tree ◽

Gene Expression Data ◽

Cancer Classification ◽

Expression Data

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TriGen: A genetic algorithm to mine triclusters in temporal gene expression data

Neurocomputing ◽

10.1016/j.neucom.2013.03.061 ◽

2014 ◽

Vol 132 ◽

pp. 42-53 ◽

Author(s):

D. Gutiérrez-Avilés ◽

C. Rubio-Escudero ◽

F. Martínez-Álvarez ◽

J.C. Riquelme

Keyword(s):

Gene Expression ◽

Genetic Algorithm ◽

Gene Expression Data ◽

Expression Data ◽

Temporal Gene Expression

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An Approach to reduce the large feature space of Microarray Gene Expression Data by gene clustering for efficient sample classification

INTERNATIONAL JOURNAL OF COMPUTER APPLICATION ◽

10.26808/rs.ca.i8v3.01 ◽

2018 ◽

Vol 3 (8) ◽

Author(s):

Sheela T ◽

Lalitha Rangarajan

Keyword(s):

Gene Expression ◽

Gene Expression Data ◽

Feature Space ◽

Microarray Gene Expression Data ◽

Gene Clustering ◽

Expression Data ◽

Microarray Gene Expression ◽

Sample Classification ◽

Microarray Gene

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Improving Feature Subset Selection Using a Genetic Algorithm for Microarray Gene Expression Data

2006 IEEE International Conference on Evolutionary Computation ◽

10.1109/cec.2006.1688623 ◽

2006 ◽

Author(s):

Feng Tan ◽

Xuezheng Fu ◽

Yanqing Zhang ◽

A.G. Bourgeois

Keyword(s):

Gene Expression ◽

Genetic Algorithm ◽

Gene Expression Data ◽

Subset Selection ◽

Microarray Gene Expression Data ◽

Feature Subset Selection ◽

Feature Subset ◽

Expression Data ◽

Microarray Gene Expression ◽

Microarray Gene

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Multi-objective Genetic Algorithm Based Clustering Approach and Its Application to Gene Expression Data

Advances in Information Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-540-30198-1_46 ◽

2004 ◽

pp. 451-461 ◽

Author(s):

Tansel Özyer ◽

Yimin Liu ◽

Reda Alhajj ◽

Ken Barker

Keyword(s):

Gene Expression ◽

Genetic Algorithm ◽

Gene Expression Data ◽

Expression Data ◽

Multi Objective ◽

Multi Objective Genetic Algorithm ◽

Clustering Approach

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