Inge Koch

767 total citations
55 papers, 479 citations indexed

About

Inge Koch is a scholar working on Statistics and Probability, Artificial Intelligence and Molecular Biology. According to data from OpenAlex, Inge Koch has authored 55 papers receiving a total of 479 indexed citations (citations by other indexed papers that have themselves been cited), including 19 papers in Statistics and Probability, 12 papers in Artificial Intelligence and 8 papers in Molecular Biology. Recurrent topics in Inge Koch's work include Statistical Methods and Inference (10 papers), Advanced Statistical Methods and Models (7 papers) and Spectroscopy and Chemometric Analyses (6 papers). Inge Koch is often cited by papers focused on Statistical Methods and Inference (10 papers), Advanced Statistical Methods and Models (7 papers) and Spectroscopy and Chemometric Analyses (6 papers). Inge Koch collaborates with scholars based in Australia, United Kingdom and Japan. Inge Koch's co-authors include M. P. Wand, Tarn Duong, Abd‐Krim Seghouane, Peter Hall, I.K. Craig, Kanta Naito, Arcot Sowmya, Ann De Schepper, M. C. Jones and Paul H. Garthwaite and has published in prestigious journals such as IEEE Transactions on Image Processing, Geophysics and BMC Bioinformatics.

In The Last Decade

Inge Koch

51 papers receiving 457 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Inge Koch Australia	12	111	111	77	70	47	55	479
Mudassir Uddin United Kingdom	5	102 0.9×	127 1.1×	84 1.1×	124 1.8×	54 1.1×	7	557
Michiel Debruyne Belgium	11	163 1.5×	212 1.9×	38 0.5×	70 1.0×	93 2.0×	16	634
Gérard Biau France	15	310 2.8×	272 2.5×	49 0.6×	116 1.7×	61 1.3×	30	756
David W. Scott	3	192 1.7×	170 1.5×	27 0.4×	71 1.0×	52 1.1×	4	738
François Roueff France	16	130 1.2×	115 1.0×	57 0.7×	93 1.3×	34 0.7×	60	740
Haipeng Shen United States	9	143 1.3×	152 1.4×	192 2.5×	147 2.1×	35 0.7×	23	757
R. Frühwirth Austria	18	257 2.3×	185 1.7×	25 0.3×	64 0.9×	47 1.0×	119	1.1k
J. D. P. Meldrum United Kingdom	10	92 0.8×	69 0.6×	27 0.4×	41 0.6×	24 0.5×	52	753
José E. Chacón Spain	12	204 1.8×	203 1.8×	31 0.4×	45 0.6×	59 1.3×	22	502
N. Turkkan Canada	16	177 1.6×	382 3.4×	21 0.3×	44 0.6×	90 1.9×	48	792

Countries citing papers authored by Inge Koch

Since Specialization

Citations

This map shows the geographic impact of Inge Koch's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Inge Koch with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Inge Koch more than expected).

Fields of papers citing papers by Inge Koch

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Inge Koch. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Inge Koch. The network helps show where Inge Koch may publish in the future.

Co-authorship network of co-authors of Inge Koch

This figure shows the co-authorship network connecting the top 25 collaborators of Inge Koch. A scholar is included among the top collaborators of Inge Koch based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Inge Koch. Inge Koch is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Naito, Kanta, et al.. (2024). Robustness of Principal Component Analysis with Spearman’s Rank Matrix. Journal of Statistical Theory and Practice. 18(1).

Seghouane, Abd‐Krim, et al.. (2019). Sparse Principal Component Analysis With Preserved Sparsity Pattern. IEEE Transactions on Image Processing. 28(7). 3274–3285. 44 indexed citations

Koch, Inge, et al.. (2017). Context-Specific Modeling of IdM Workflows in a Federated Application Domain.

Robinson, Sean M., et al.. (2015). Alignment of time course gene expression data and the classification of developmentally driven genes with hidden Markov models. BMC Bioinformatics. 16(1). 196–196. 4 indexed citations

Koch, Inge, Peter Hoffmann, & J. S. Marron. (2014). Proteomics profiles from mass spectrometry. Electronic Journal of Statistics. 8(2). 7 indexed citations

Koch, Inge. (2013). Analysis of Multivariate and High-Dimensional Data. Cambridge University Press eBooks. 37 indexed citations

Koch, Inge, et al.. (2012). Pattern recognition based on canonical correlations in a high dimension low sample size context. Journal of Multivariate Analysis. 111. 350–367. 4 indexed citations

Taskinen, Sara, Inge Koch, & Hannu Oja. (2012). Robustifying principal component analysis with spatial sign vectors. Statistics & Probability Letters. 82(4). 765–774. 17 indexed citations

Koch, Inge, et al.. (2011). A New Method for the Construction of Bivariate Archimedean Copulas Based on the λ Function. Communication in Statistics- Theory and Methods. 40(15). 2670–2679. 6 indexed citations

10.

Koch, Inge & Ann De Schepper. (2011). Measuring Comonotonicity in M-Dimensional Vectors. Astin Bulletin. 41(1). 191–213. 10 indexed citations

11.

Duong, Tarn, Inge Koch, & M. P. Wand. (2009). Highest Density Difference Region Estimation with Application to Flow Cytometric Data. Biometrical Journal. 51(3). 504–521. 14 indexed citations

12.

Sowmya, Arcot, et al.. (2008). DESIGNING RELEVANT FEATURES FOR CONTINUOUS DATA SETS USING ICA. International Journal of Computational Intelligence and Applications. 7(4). 447–468. 5 indexed citations

13.

Gilmour, Stuart, Inge Koch, Louisa Degenhardt, & Carolyn Day. (2006). Identification and quantification of change in Australian illicit drug markets. BMC Public Health. 6(1). 200–200. 4 indexed citations

14.

Mitchell, Harvey, Inge Koch, & R. G. Chadwick. (2004). Linear interpolation error in measured surfaces in a dental erosion study. Medical & Biological Engineering & Computing. 42(1). 100–105. 5 indexed citations

15.

Jones, M. C. & Inge Koch. (2003). Dependence maps: Local dependence in practice. Statistics and Computing. 13(3). 241–255. 15 indexed citations

16.

Craig, I.K. & Inge Koch. (2002). Experimental design for the economic performance evaluation of industrial controllers. Control Engineering Practice. 11(1). 57–66. 12 indexed citations

17.

Koch, Inge, et al.. (2001). Erfassung klimarelevanter Spurengase - Klimatisierte Plexiglaskammern zur Messung von Bodenatmung und Spurengasen in ungestörten Pflanzenbeständen. 7(1). 1 indexed citations

18.

Koch, Inge & A. L. Pope. (1997). Asymptotic bias and variance of a kernel-based estimator for the location of a discontinuity. Journal of nonparametric statistics. 8(1). 45–64. 3 indexed citations

19.

Tarlowski, Chris & Inge Koch. (1988). On the problem of estimating the depth to the magnetic basement. Geophysics. 53(10). 1362–1363. 1 indexed citations

20.

Koch, Inge. (1983). Classification of Scattering Objects by Regular Arrays of Scatterers Using Fourier Analysis. Ultrasonic Imaging. 5(4). 346–360. 3 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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