Concepedia

Inge Koch

IK

20

Publications

486

Citations

13

H-Index

1979

Active since

Affiliations

UNSW Sydney(Current)

The University of Adelaide

University of Newcastle Australia

University of Pretoria

University of Shimane

Inge Koch is an author at UNSW Sydney specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData SciencePattern RecognitionImage AnalysisMedical Image ComputingBiometricsBiostatisticsMultivariate AnalysisFunctional Data Analysis

Publications per year

1979–2019

20

Publications

20

Feature significance for multivariate kernel density estimation

Tarn Duong, Arianna Cowling, Inge Koch et al. · Computational Statistics & Data Analysis · 2008 · 93 citations

Engineering, Multivariate Analysis, Pattern Recognition +5

Sparse Principal Component Analysis With Preserved Sparsity Pattern

Abd‐Krim Seghouane, Navid Shokouhi, Inge Koch · IEEE Transactions on Image Processing · 2019 · 62 citations

Sparse Representation, Image Analysis, Sparse Pca +13

Dependence maps: Local dependence in practice

M. C. Jones, Inge Koch · Statistics and Computing · 2003 · 49 citations

Interpreting variability in global SST data using independent component analysis and principal component analysis

Seth Westra, Casey Brown, Upmanu Lall et al. · International Journal of Climatology · 2009 · 36 citations

Engineering, Climate Modeling, Oceanography +21

Robustifying principal component analysis with spatial sign vectors

Sara Taskinen, Inge Koch, Hannu Oja · Statistics & Probability Letters · 2012 · 29 citations

Machine Vision, Image Analysis, Data Science +6

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