Studies in Classification, Data Analysis, and Knowledge Organization - Advanced Studies in Classification and Data Science
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(FIVE YEARS 40)

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Published By Springer Singapore

9789811533105, 9789811533112

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Random Forests Followed by Computed ABC Analysis as a Feature Selection Method for Machine Learning in Biomedical Data

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

10.1007/978-981-15-3311-2_5 ◽

2020 ◽

pp. 57-69

Author(s):

Jörn Lötsch ◽

Alfred Ultsch

Keyword(s):

Machine Learning ◽

Feature Selection ◽

Random Forests ◽

Feature Selection Method ◽

Selection Method ◽

Biomedical Data ◽

Abc Analysis

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The IPUMS Approach to Harmonizing the World’s Population Census Data

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

10.1007/978-981-15-3311-2_39 ◽

2020 ◽

pp. 495-511

Author(s):

Matthew Sobek

Keyword(s):

Census Data ◽

Population Census

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Analysis of Expenditure Patterns of Virtual Marriage Households Consisting of Working Couples Synthesized by Statistical Matching Method

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

10.1007/978-981-15-3311-2_28 ◽

2020 ◽

pp. 355-364

Author(s):

Mikio Suga ◽

Yasuo Nakatani

Keyword(s):

Matching Method ◽

Expenditure Patterns ◽

Statistical Matching ◽

Working Couples

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Understanding Malvestuto’s Normalized Mutual Information

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

10.1007/978-981-15-3311-2_23 ◽

2020 ◽

pp. 289-299

Author(s):

Hanneke vander Hoef ◽

Matthijs J. Warrens

Keyword(s):

Mutual Information ◽

Normalized Mutual Information

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Multi-Criteria Classifications in Regional Development Modelling

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

10.1007/978-981-15-3311-2_2 ◽

2020 ◽

pp. 19-29

Author(s):

Beata Bal-Domańska

Keyword(s):

Regional Development

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Inference for General MANOVA Based on ANOVA-Type Statistic

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

10.1007/978-981-15-3311-2_19 ◽

2020 ◽

pp. 241-254

Author(s):

Łukasz Smaga

Keyword(s):

Type Statistic

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Variable Selection for Classification of Multivariate Functional Data

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

10.1007/978-981-15-3311-2_17 ◽

2020 ◽

pp. 215-225

Author(s):

Tomasz Górecki ◽

Mirosław Krzyśko ◽

Waldemar Wołyński

Keyword(s):

Variable Selection ◽

Functional Data ◽

Selection For ◽

Multivariate Functional Data

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Estimation Methods Based on Weighting Clusters

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

10.1007/978-981-15-3311-2_9 ◽

2020 ◽

pp. 103-113

Author(s):

Roland Szilágyi ◽

Beatrix Varga ◽

Renáta Géczi-Papp

Keyword(s):

Estimation Methods

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Supervised Nested Algorithm for Classification Based on K-Means

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

10.1007/978-981-15-3311-2_7 ◽

2020 ◽

pp. 79-88

Author(s):

Luciano Nieddu ◽

Donatella Vicari

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Cluster Distance-Based Regression

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

10.1007/978-981-15-3311-2_31 ◽

2020 ◽

pp. 385-397

Author(s):

J. Fernando Vera ◽

Eva Boj del Val

Keyword(s):

Cluster Distance

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Studies in Classification, Data Analysis, and Knowledge Organization - Advanced Studies in Classification and Data ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Singapore

Random Forests Followed by Computed ABC Analysis as a Feature Selection Method for Machine Learning in Biomedical Data

The IPUMS Approach to Harmonizing the World’s Population Census Data

Analysis of Expenditure Patterns of Virtual Marriage Households Consisting of Working Couples Synthesized by Statistical Matching Method

Understanding Malvestuto’s Normalized Mutual Information

Multi-Criteria Classifications in Regional Development Modelling

Inference for General MANOVA Based on ANOVA-Type Statistic

Variable Selection for Classification of Multivariate Functional Data

Estimation Methods Based on Weighting Clusters

Supervised Nested Algorithm for Classification Based on K-Means

Cluster Distance-Based Regression

Studies in Classification, Data Analysis, and Knowledge Organization - Advanced Studies in Classification and Data Science
Latest Publications