Missing Value Estimation for Time Series Microarray Data Using Linear Dynamical Systems Modeling

22nd International Conference on Advanced Information Networking and Applications - Workshops (aina workshops 2008) ◽

10.1109/waina.2008.23 ◽

2008 ◽

Cited By ~ 1

Author(s):

Connie Phong ◽

Raul Singh

Keyword(s):

Time Series ◽

Dynamical Systems ◽

Microarray Data ◽

Systems Modeling ◽

Missing Value ◽

Linear Dynamical Systems ◽

Value Estimation ◽

Missing Value Estimation ◽

Dynamical Systems Modeling ◽

Time Series Microarray

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Collateral Missing Value Estimation: Robust Missing Value Estimation for Consequent Microarray Data Processing

AI 2005: Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/11589990_30 ◽

2005 ◽

pp. 274-283 ◽

Cited By ~ 5

Author(s):

Muhammad Shoaib B. Sehgal ◽

Iqbal Gondal ◽

Laurence Dooley

Keyword(s):

Data Processing ◽

Microarray Data ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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Improving cluster-based missing value estimation of DNA microarray data

Biomolecular Engineering ◽

10.1016/j.bioeng.2007.04.003 ◽

2007 ◽

Vol 24 (2) ◽

pp. 273-282 ◽

Cited By ~ 33

Author(s):

Lígia P. Brás ◽

José C. Menezes

Keyword(s):

Dna Microarray ◽

Microarray Data ◽

Missing Value ◽

Dna Microarray Data ◽

Value Estimation ◽

Missing Value Estimation

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A Comparative Study of Outlier Detection and Missing Value Estimation Methods Applied to Time Series Transport Data

Computational Statistics ◽

10.1007/978-3-662-26811-7_48 ◽

1992 ◽

pp. 349-354 ◽

Cited By ~ 1

Author(s):

Edwin J. Redfern ◽

Susan M. Watson ◽

Stephen D. Clark ◽

Miles R. Tight

Keyword(s):

Time Series ◽

Comparative Study ◽

Outlier Detection ◽

Estimation Methods ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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Improving missing value estimation in microarray data with gene ontology

Bioinformatics ◽

10.1093/bioinformatics/btk019 ◽

2005 ◽

Vol 22 (5) ◽

pp. 566-572 ◽

Cited By ~ 66

Author(s):

J. Tuikkala ◽

L. Elo ◽

O. S. Nevalainen ◽

T. Aittokallio

Keyword(s):

Gene Ontology ◽

Microarray Data ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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Collateral missing value imputation: a new robust missing value estimation algorithm for microarray data

Bioinformatics ◽

10.1093/bioinformatics/bti345 ◽

2005 ◽

Vol 21 (10) ◽

pp. 2417-2423 ◽

Cited By ~ 63

Author(s):

M. S. B. Sehgal ◽

I. Gondal ◽

L. S. Dooley

Keyword(s):

Microarray Data ◽

Estimation Algorithm ◽

Missing Value ◽

Missing Value Imputation ◽

Value Estimation ◽

Missing Value Estimation

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Missing Value Estimation of Microarray Data Using Similarity Measurement

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

10.1007/978-3-642-35380-2_70 ◽

2012 ◽

pp. 602-610 ◽

Cited By ~ 1

Author(s):

Soumen Kumar Pati ◽

Asit Kumar Das

Keyword(s):

Microarray Data ◽

Similarity Measurement ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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An Accurate and Robust Missing Value Estimation for Microarray Data: Least Absolute Deviation Imputation

2006 5th International Conference on Machine Learning and Applications (ICMLA'06) ◽

10.1109/icmla.2006.11 ◽

2006 ◽

Author(s):

Yi Cao ◽

Kim Poh

Keyword(s):

Microarray Data ◽

Least Absolute Deviation ◽

Absolute Deviation ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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Missing value estimation in microarray data using coregulation and similarity of genes

2011 World Congress on Information and Communication Technologies ◽

10.1109/wict.2011.6141332 ◽

2011 ◽

Author(s):

Amit Paul ◽

Jaya Sil

Keyword(s):

Microarray Data ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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Missing value estimation for microarray data through cluster analysis

Knowledge and Information Systems ◽

10.1007/s10115-017-1025-5 ◽

2017 ◽

Vol 52 (3) ◽

pp. 709-750 ◽

Cited By ~ 4

Author(s):

Soumen Kumar Pati ◽

Asit Kumar Das

Keyword(s):

Cluster Analysis ◽

Microarray Data ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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Evaluation of Missing Value Estimation for Microarray Data

Journal of Data Science ◽

10.6339/jds.2004.02(4).170 ◽

2021 ◽

Vol 2 (4) ◽

pp. 347-370

Author(s):

Danh V. Nguyen ◽

Naisyin Wang ◽

Raymond J. Carroll

Keyword(s):

Microarray Data ◽

Missing Value ◽

Value Estimation ◽

Missing Value Estimation

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