1
by Lee, John A., Verleysen, Michel
Published 2007
Springer New York
...Methods of dimensionality reduction provide a way to understand and visualize the structure...

2
by Kramer, Oliver
Published 2013
Springer Berlin Heidelberg
...This book is devoted to a novel approach for dimensionality reduction based on the famous nearest...

3
by Sun, Liang, Ji, Shuiwang, Ye, Jieping
Published 2016
Chapman and Hall/CRC
... dimensionality. An effective way to mitigate this problem is through dimensionality reduction, which extracts a...

4
Published 2022
Springer International Publishing
Table of Contents: ...1. What is Data Science (DS)? -- 2. Solutions to Data Science Problems -- 3. What is Dimensionality...

5
by Lespinats, Sylvain, Colange, Benoit, Dutykh, Denys
Published 2022
Springer International Publishing
... monitoring variables and the associated internal state of the system. Dimensionality reduction, which allows...

6
by Paul, Arati, Chaki, Nabendu
Published 2024
Springer International Publishing
Table of Contents: ... -- Dimensionality reduction -- Dataset description -- Pooling based band extraction -- Ranking based band selection...

7
by Wang, Jianzhong
Published 2012
Springer Berlin Heidelberg
..."Geometric Structure of High-Dimensional Data and Dimensionality Reduction" adopts data geometry...

8
by Strange, Harry, Zwiggelaar, Reyer
Published 2014
Springer International Publishing
Table of Contents: ...Introduction -- Spectral Dimensionality Reduction -- Modelling the Manifold -- Intrinsic...

9
by Ghojogh, Benyamin, Crowley, Mark, Karray, Fakhri, Ghodsi, Ali
Published 2023
Springer International Publishing
Table of Contents: ... dimensionality Reduction -- Chapter 5: Principal Component Analysis -- Chapter 6: Fisher Discriminant Analysis...

10
by Ros, Frederic, Riad, Rabia
Published 2024
Springer Nature Switzerland
...This book presents an overview of recent methods of feature selection and dimensionality reduction...

11
by Popov, Valentin L., Heß, Markus
Published 2015
Springer Berlin Heidelberg
..., the method of dimensionality reduction (MDR) is based on the exact mapping of various types of three...

12
by Tsourakis, Nikos
Published 2022
PACKT PUBLISHING LIMITED
..., text representation, dimensionality reduction, machine learning, language modeling, visualization...

13
by Kubyshin, Yura A., Mourao, Jose M., Rudolph, Gerd, Volobujev, Igor P.
Published 1989
Springer Berlin Heidelberg
Table of Contents: ...Dimensional reduction of pure Yang-mills theories -- Dimensional reduction of gravity...

15
by Bracken, Paul
Published 2017
IntechOpen
Subjects: ...manifold learning, hopf bifurcation, differential equation, dimensionality reduction, differential...

16
by Papaelias, Mayorkinos
Published 2024
IntechOpen
Subjects: ...Dimensionality Reduction Variance...

17
by Rychkov, Slava
Published 2023
Springer Nature Switzerland
Table of Contents: ...1 History, Basics, Experiments and Simulations -- 2 Parisi-Sourlas theory, dimensional reduction...

18
by Rocha-Santos, Teresa A. P.
Published 2022
MDPI - Multidisciplinary Digital Publishing Institute
Subjects: ...dimensionality reduction...

19
by García-Díaz, Vicente
Published 2021
MDPI - Multidisciplinary Digital Publishing Institute
Subjects: ...dimensionality reduction...

20
by Banos, Oresti
Published 2021
MDPI - Multidisciplinary Digital Publishing Institute
Subjects: ...dimensionality reduction...