Concepedia

Giuseppe Casalicchio

GC

Statistics

Publications

20

Citations

1.3K

H-Index

15

Active since

2013

Affiliations

Ludwig-Maximilians-Universität München(Current)

TU Dortmund University

Leibniz Institute for Prevention Research and Epidemiology - BIPS

Eindhoven University of Technology

Giuseppe Casalicchio is an author at Ludwig-Maximilians-Universität München specializing in computing, machine learning, and computer science.

Publications per year

2013–2023

20

Publications

20

mlr3: A modern object-oriented machine learning framework in R

Michel Lang, Martin Binder, Jakob Richter et al. · The Journal of Open Source Software · 2019 · 463 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

mlr: Machine Learning in R

Bernd Bischl, Michel Lang, Lars Kotthoff et al. · 2013 · 284 citations

Computing, Computer Science, High-performance Computing +16

Model-agnostic feature importance and effects with dependent features: a conditional subgroup approach

Christoph Molnar, Gunnar König, Bernd Bischl et al. · Data Mining and Knowledge Discovery · 2023 · 106 citations · Full text

Computing, Computer Science, Machine Learning +15

Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges

Christoph Molnar, Giuseppe Casalicchio, Bernd Bischl · Communications in computer and information science · 2020 · 64 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Grouped feature importance and combined features effect plot

Quay Au, Julia Herbinger, Clemens Stachl et al. · Data Mining and Knowledge Discovery · 2022 · 62 citations · Full text

Computing, Computer Science, Data Science +13

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