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Blesch, Kristin [Author] ; Wright, Marvin N. [Degree supervisor]; Hammer, Barbara [Degree supervisor] Universität Bremen

Interpretable machine learning and generative modeling with mixed tabular data : advancing methodology from the perspective of statistics

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Bremen, 2024
Wright, Marvin N. [Author]

Model-agnostic Interpretable Machine Learning

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[Erscheinungsort nicht ermittelbar]: OpenGeoHub Foundation, 2021

Published in: MOOD Science Webinars ; (Jan. 2021)
Blesch, Kristin [Author]; Watson, David S. [Author]; Wright, Marvin N. [Author]

Conditional feature importance for mixed data

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June 2024

Published in: Advances in statistical analysis ; 108(2023), Seite 259-278
Pigeot, Iris [Author]; Fröhlich, Holger [Author]; Intemann, Tim [Author]; Prause, Guido [Author]; Wright, Marvin N. [Author]

KI und die Nationale Forschungsdateninfrastruktur für personenbezogene Gesundheitsdaten (NFDI4HEALTH)

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Berlin: Berlin-Brandenburgische Akademie der Wissenschaften, 2023
Pigeot, Iris [Author]; Fröhlich, Holger [Author]; Intemann, Tim [Author]; Prause, Guido [Author]; Wright, Marvin N. [Author]

KI und die Nationale Forschungsdateninfrastruktur für personenbezogene Gesundheitsdaten (NFDI4HEALTH)

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Berlin-Brandenburgischen Akademie der Wissenschaften (BBAW): Publications, 2023-02-08
Wright, Marvin N. [Author]; Kusumastuti, Sasmita [Author]; Mortensen, Laust H. [Author]; Westendorp, Rudi G. J. [Author]; Gerds, Thomas A. [Author]

Personalised need of care in an ageing society: The making of a prediction tool based on register data

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Hoboken, NJ: Wiley, 2021
Hüls, Anke [Author]; Wright, Marvin N. [Author]; Bogl, Leonie H. [Author]; Kaprio, Jaakko [Author]; Lissner, Lauren [Author]; Molnár, Dénes [Author]; Moreno, Luis A. [Author]; De Henauw, Stefaan [Author]; Siani, Alfonso [Author]; Veidebaum, Toomas [Author]; Ahrens, Wolfgang [Author]; Pigeot, Iris [Author]; Foraita, Ronja [Author]

Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents

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2021

Published in: International journal of obesity ; 45(2021), Seite 1321-1330
Blesch, Kristin; Wright, Marvin N.

arfpy: A Python Package for Density Estimation and Generative Modeling with Adversarial Random Forests

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Ubiquity Press, Ltd., 2024

Published in: Journal of Open Research Software, 12 (2024)
Hornung, Roman; Wright, Marvin N.

Block Forests: random forests for blocks of clinical and omics covariate data

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Springer Science and Business Media LLC, 2019

Published in: BMC Bioinformatics, 20 (2019) 1
Wright, Marvin N.; Ziegler, Andreas

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

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Foundation for Open Access Statistic, 2017

Published in: Journal of Statistical Software, 77 (2017) 1
Wright, Marvin N.; Ziegler, Andreas

Multiple censored data in dentistry: A new statistical model for analyzing lesion size in randomized controlled trials

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Wiley, 2015

Published in: Biometrical Journal, 57 (2015) 3, Seite 384-394
Watson, David S.; Wright, Marvin N.

Testing conditional independence in supervised learning algorithms

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Springer Science and Business Media LLC, 2021

Published in: Machine Learning, 110 (2021) 8, Seite 2107-2129
Wright, Marvin N.; König, Inke R.

Splitting on categorical predictors in random forests

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PeerJ, 2019

Published in: PeerJ, 7 (2019), Seite e6339
Wright, Marvin N.; Dankowski, Theresa; Ziegler, Andreas

Unbiased split variable selection for random survival forests using maximally selected rank statistics

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Wiley, 2017

Published in: Statistics in Medicine, 36 (2017) 8, Seite 1272-1284
Blesch, Kristin; Watson, David S.; Wright, Marvin N.

Conditional feature importance for mixed data

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Springer Science and Business Media LLC, 2024

Published in: AStA Advances in Statistical Analysis, 108 (2024) 2, Seite 259-278
Schmid, Matthias; Welchowski, Thomas; Wright, Marvin N.; Berger, Moritz

Discrete-time survival forests with Hellinger distance decision trees

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Springer Science and Business Media LLC, 2020

Published in: Data Mining and Knowledge Discovery, 34 (2020) 3, Seite 812-832
Probst, Philipp; Wright, Marvin N.; Boulesteix, Anne‐Laure

Hyperparameters and tuning strategies for random forest

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Wiley, 2019

Published in: WIREs Data Mining and Knowledge Discovery, 9 (2019) 3
Nembrini, Stefano; König, Inke R; Wright, Marvin N

The revival of the Gini importance?

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Oxford University Press (OUP), 2018

Published in: Bioinformatics, 34 (2018) 21, Seite 3711-3718
Wright, Marvin N.; Ziegler, Andreas; König, Inke R.

Do little interactions get lost in dark random forests?

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Springer Science and Business Media LLC, 2016

Published in: BMC Bioinformatics, 17 (2016) 1
Hirose, Misa; Schilf, Paul; Gupta, Yask; Wright, Marvin N.; Wright, Marvin N.; Jöhren, Olaf; Wagner, Anika E.; Sina, Christian; Ziegler, Andreas; Ristow, Michael; Ibrahim, Saleh M.

Lifespan effects of mitochondrial mutations

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Springer Science and Business Media LLC, 2016

Published in: Nature, 540 (2016) 7633, Seite E13-E14

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