Fundamentals of Data Analytics

Rudolf Mathar (), Gholamreza Alirezaei (), Emilio Balda () and Arash Behboodi ()
Additional contact information
Rudolf Mathar: RWTH Aachen University, Institute for Theoretical Information Technology
Gholamreza Alirezaei: RWTH Aachen University, Chair and Institute for Communications Engineering
Emilio Balda: RWTH Aachen University, Institute for Theoretical Information Technology
Arash Behboodi: RWTH Aachen University, Institute for Theoretical Information Technology

in Springer Books from Springer

Date: 2020
ISBN: 978-3-030-56831-3
References: Add references at CitEc
Citations:

There are no downloads for this item, see the EconPapers FAQ for hints about obtaining it.

Chapters in this book:

Ch Chapter 1 Introduction

Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda and Arash Behboodi

Ch Chapter 2 Prerequisites from Matrix Analysis

Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda and Arash Behboodi

Ch Chapter 3 Multivariate Distributions and Moments

Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda and Arash Behboodi

Ch Chapter 4 Dimensionality Reduction

Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda and Arash Behboodi

Ch Chapter 5 Classification and Clustering

Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda and Arash Behboodi

Ch Chapter 6 Support Vector Machines

Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda and Arash Behboodi

Ch Chapter 7 Machine Learning

Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda and Arash Behboodi

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:spr:sprbok:978-3-030-56831-3

Ordering information: This item can be ordered from
http://www.springer.com/9783030568313

DOI: 10.1007/978-3-030-56831-3

Access Statistics for this book

More books in Springer Books from Springer
Bibliographic data for series maintained by Sonal Shukla () and Springer Nature Abstracting and Indexing ().