Discretization

Discretization is a data transformation technique that partitions continuous numerical variables into a finite set of contiguous intervals or bins, thereby converting them into ordinal or categorical representations.

Publications

457.4K

Citations

17.7K

Authors

3.6K

Institutions

Publications per year

2017–2026

2.1K

Parents

Data AbstractionData PreparationData TransformationFeature ConstructionFeature Transformation

Publications

HEALPix: A Framework for High‐Resolution Discretization and Fast Analysis of Data Distributed on the Sphere

K. M. Górski, E. Hivon, A. J. Banday et al. · The Astrophysical Journal · 2005 · 6K citations · Full text

Natural Sciences, Astronomy, Physics +16

The immersed boundary method

Charles S. Peskin · Acta Numerica · 2002 · 4.5K citations · Full text

Engineering, Bioengineering, Physics +16

Procedure for Estimation and Reporting of Uncertainty Due to Discretization in CFD Applications

Journal of Fluids Engineering · 2008 · 4.1K citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +12

Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning

Usama M. Fayyad, Keki B. Irani · International Joint Conference on Artificial Intelligence · 1993 · 2.8K citations

Computing, Mathematics, Data Mining +12

Strong Stability-Preserving High-Order Time Discretization Methods

Sigal Gottlieb, Chi‐Wang Shu, Eitan Tadmor · SIAM Review · 2001 · 2.5K citations

Computing, Computational Engineering, Computational Fluid Dynamics +16

1–5 of 9K

Authors

17.7K

TE
Tayfun E. Tezduyar
Rice University, United States
29 publications · 1.7K citations
24
h-index
KT
Kenji Takizawa
Rice University, United States
26 publications · 1.6K citations
23
h-index
AQ
Alfio Quarteroni
Politecnico di Milano, Italy
18 publications · 1K citations
17
h-index
QL
Qing Liu
Duke University, United States
24 publications · 737 citations
17
h-index
YH
Yinnian He
Xi'an Jiaotong University, China
16 publications · 680 citations
16
h-index

1–5 of 17.7K

Institutions

3.6K

1–8 of 3.6K

Venues

SIAM Journal on Numerical Analysis
408 publications · 30.1K citations
84
h-index
SIAM Journal on Scientific Computing
278 publications · 15.1K citations
69
h-index
International Journal for Numerical Methods in Engineering
322 publications · 19.8K citations
69
h-index
International Journal for Numerical Methods in Fluids
253 publications · 12.9K citations
57
h-index
Mathematics of Computation
MCOM · 150 publications · 10.9K citations
53
h-index

1–5