Self-organizing maps for imputation of missing data in incomplete data matrices

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2015.03.002 ◽

2015 ◽

Vol 143 ◽

pp. 146-151 ◽

Author(s):

Laura Folguera ◽

Jure Zupan ◽

Daniel Cicerone ◽

Jorge F. Magallanes

Keyword(s):

Missing Data ◽

Incomplete Data ◽

Self Organizing Maps ◽

Self Organizing ◽

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Application of Self-Organizing Maps to Outlier Identification and Estimation of Missing Data

Studies in Classification, Data Analysis, and Knowledge Organization - Advances in Data Science and Classification ◽

10.1007/978-3-642-72253-0_38 ◽

1998 ◽

pp. 279-286 ◽

Author(s):

Mariusz Grabowski

Keyword(s):

Missing Data ◽

Self Organizing Maps ◽

Outlier Identification ◽

Estimation Of Missing Data ◽

Self Organizing

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An Estimating Method for Missing Data by Using Multiple Self-Organizing Maps

TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C ◽

10.1299/kikaic.79.3465 ◽

2013 ◽

Vol 79 (806) ◽

pp. 3465-3473 ◽

Author(s):

Yuui KIKUCHI ◽

Nobuhiro OKADA ◽

Yasutaka TSUJI ◽

Kazuo KIGUCHI

Keyword(s):

Missing Data ◽

Self Organizing Maps ◽

Self Organizing

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Classification Using Self-organizing Maps with Missing Data

The Korean Data Analysis Society ◽

10.37727/jkdas.2017.19.3.1261 ◽

2017 ◽

Vol 19 (3) ◽

pp. 1261-1272

Author(s):

Dongjoo Kang ◽

Juwon Song

Keyword(s):

Missing Data ◽

Self Organizing Maps ◽

Self Organizing

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Fuzzy self-organizing maps for data mining with incomplete data sets

2010 International Conference on Computer Application and System Modeling (ICCASM 2010) ◽

10.1109/iccasm.2010.5622279 ◽

2010 ◽

Author(s):

Shidong Yu ◽

Hang Li ◽

Qi Xu ◽

Xianfeng Wu

Keyword(s):

Data Mining ◽

Incomplete Data ◽

Data Sets ◽

Self Organizing Maps ◽

Self Organizing

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Prediction of free air anomaly obtained by geophysical multivariate data in Amazonia: An approach to missing data imputation with Self-Organizing Maps

10.1190/sbgf2017-073 ◽

2017 ◽

Author(s):

Bruno Monserrat Perillo ◽

Cleyton de Carvalho Carneiro ◽

Ana Cristina de Matos ◽

Denizar Blitzkow ◽

Stephen Fraser

Keyword(s):

Missing Data ◽

Multivariate Data ◽

Data Imputation ◽

Self Organizing Maps ◽

Missing Data Imputation ◽

Free Air ◽

Free Air Anomaly ◽

Self Organizing

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Restoration of Hydrological Data in the Presence of Missing Data via Kohonen Self Organizing Maps

New Trends in Technologies ◽

10.5772/7582 ◽

2010 ◽

Author(s):

Marlinda A. ◽

Siti Mariyam ◽

Sobri Haru

Keyword(s):

Missing Data ◽

Self Organizing Maps ◽

Hydrological Data ◽

Self Organizing

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Incomplete Data Matrices and Tests on Randomly Missing Data

From Data to Knowledge - Studies in Classification, Data Analysis, and Knowledge Organization ◽

10.1007/978-3-642-79999-0_12 ◽

1996 ◽

pp. 133-140

Author(s):

U. Bankhofer

Keyword(s):

Missing Data ◽

Incomplete Data ◽

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Using self-organizing maps to infill missing data in hydro-meteorological time series from the Logone catchment, Lake Chad basin

Environmental Monitoring and Assessment ◽

10.1007/s10661-016-5385-1 ◽

2016 ◽

Vol 188 (7) ◽

Author(s):

E. Nkiaka ◽

N. R. Nawaz ◽

J. C. Lovett

Keyword(s):

Time Series ◽

Missing Data ◽

Self Organizing Maps ◽

Lake Chad ◽

Lake Chad Basin ◽

Logone Catchment ◽

Self Organizing

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A Recommendation Model that Combines Self-Organizing Maps and Case-Based Reasoning: A Case of Online Community Recommender Systems

The e-Business Studies ◽

10.15719/geba.9.1.200803.309 ◽

2008 ◽

Vol 9 (1) ◽

pp. 309-327 ◽

Author(s):

Hyoung-yong Lee

Keyword(s):

Recommender Systems ◽

Online Community ◽

Case Based Reasoning ◽

Self Organizing Maps ◽

Self Organizing

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A Psychographic Segmentation of Kuwaiti Travelers Using Self-Organizing Maps

Tourism Analysis ◽

10.3727/108354219x15458295631990 ◽

2019 ◽

Vol 24 (1) ◽

pp. 87-92 ◽

Author(s):

Yvette Reisinger ◽

Mohamed M. Mostafa ◽

John P. Hayes

Keyword(s):

Self Organizing Maps ◽

Self Organizing

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