Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization
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9780857292865, 9780857292872

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Introduction: What Is Core

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_1 ◽

2011 ◽

pp. 1-30

Author(s):

Boris Mirkin

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2D Analysis: Correlation and Visualization of Two Features

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_3 ◽

2011 ◽

pp. 67-112

Author(s):

Boris Mirkin

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Learning Multivariate Correlations in Data

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_4 ◽

2011 ◽

pp. 113-172

Author(s):

Boris Mirkin

Keyword(s):

Multivariate Correlations

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1D Analysis: Summarization and Visualization of a Single Feature

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_2 ◽

2011 ◽

pp. 31-65

Author(s):

Boris Mirkin

Keyword(s):

Single Feature

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Approximate and Spectral Clustering for Network and Affinity Data

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_8 ◽

2011 ◽

pp. 315-356

Author(s):

Boris Mirkin

Keyword(s):

Spectral Clustering

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Hierarchical Clustering

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_7 ◽

2011 ◽

pp. 283-313 ◽

Cited By ~ 1

Author(s):

Boris Mirkin

Keyword(s):

Hierarchical Clustering

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Principal Component Analysis and SVD

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_5 ◽

2011 ◽

pp. 173-219

Author(s):

Boris Mirkin

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis

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K-Means and Related Clustering Methods

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization ◽

10.1007/978-0-85729-287-2_6 ◽

2011 ◽

pp. 221-281

Author(s):

Boris Mirkin

Keyword(s):

Clustering Methods

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Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and VisualizationLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer London

Introduction: What Is Core

2D Analysis: Correlation and Visualization of Two Features

Learning Multivariate Correlations in Data

1D Analysis: Summarization and Visualization of a Single Feature

Approximate and Spectral Clustering for Network and Affinity Data

Hierarchical Clustering

Principal Component Analysis and SVD

K-Means and Related Clustering Methods

Undergraduate Topics in Computer Science - Core Concepts in Data Analysis: Summarization, Correlation and Visualization
Latest Publications