Aachen papers per year

Papers 11

Federated learning for privacy-preserving depression detection with multilingual language models in social media posts
2024 Patterns article Psychology Mental Health via Writing Open access

Samar Samir Khalil, Noha S. Tawfik, Marco René Spruit

34

citations
Using machine learning to identify important predictors of COVID-19 infection prevention behaviors during the early phase of the pandemic
2022 Patterns article Social Sciences COVID-19 Prevention and Impact Open access

Caspar J. Van Lissa, Wolfgang Stroebe, Michelle R. vanDellen, N. Pontus Leander, Maximilian Agostini, Tim Draws, +94 more

24

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2025 Patterns article Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà

16

citations
OpenML: Insights from 10 years and more than a thousand papers
2025 Patterns article Decision Sciences Scientific Computing and Data Management Open access

Bernd Bischl, Giuseppe Casalicchio, Matthias Feurer, Pieter Gijsbers, Andreas Müller, Luis Oala, +7 more

13

citations
Fidelity-agnostic synthetic data generation improves utility while retaining privacy
2025 Patterns article Computer Science Privacy-Preserving Technologies in Data Open access

Jim L. Achterberg, M. Haas, Marco René Spruit

8

citations
ETHOS.REFLOW: An open-source workflow for reproducible renewable energy potential assessments
2025 Patterns article Engineering Wind Energy Research and Development Open access

Tristan Pelser, Jann Michael Weinand, Patrick Kuckertz, Detlef Stolten

6

citations
DataDesc: A framework for creating and sharing technical metadata for research software interfaces
2024 Patterns article Computer Science Research Data Management Practices Open access

Patrick Kuckertz, Jan Göpfert, Oliver Karras, David Neuroth, Julian Schönau, Rodrigo Pueblas, +6 more

5

citations
A framework for reproducibly managing coupled research software and data assets based on shared transformation functions
2026 Patterns article Decision Sciences Scientific Computing and Data Management Open access

Patrick Kuckertz, Benjamin Fuchs, Julian Schönau, Hedda Gardian, Kevin Knosala, Eugenio Salvador Arellano Ruiz, +6 more

1

citations
Retrieval-augmented reasoning reshapes collective reliability in text-based radiology question answering
2026 Patterns article Medicine Artificial Intelligence in Healthcare and Education Open access

Mina Farajiamiri, Jeta Sopa, Saba Afza, Lisa C. Adams, Felix Barajas Ordonez, Tri-Thien Nguyen, +6 more

1

citations
ETHOS.REFLOW : An open-source workflow for reproducible renewable energy potential assessments
2025 Patterns article Decision Sciences Scientific Computing and Data Management Open access

Tristan Pelser, Jann Michael Weinand, Patrick Kuckertz, Detlef Stolten

0

citations
The cost of reproducibility in artificial intelligence
2026 Patterns article Decision Sciences Scientific Computing and Data Management Open access

Thijs Snelleman, Holger H. Hoos, Odd Erik Gundersen

0

citations

11 results

Most active Aachen authors

Detlef Stolten 32,860 citations overall
4 papers
Marco René Spruit 4,160 citations overall
2 papers
Tristan Pelser 173 citations overall
2 papers
Jan Göpfert 23 citations overall
2 papers
Holger H. Hoos 29,243 citations overall
1 paper
Daniel Truhn 8,718 citations overall
1 paper
Nan van Geloven 5,780 citations overall
1 paper
Sven Nebelung 4,101 citations overall
1 paper
Jan N. van Rijn 3,061 citations overall
1 paper
Soroosh Tayebi Arasteh 1,512 citations overall
1 paper
Jolien Anne van Breen 1,231 citations overall
1 paper
M. Haas 716 citations overall
1 paper
Mahshad Lotfinia 256 citations overall
1 paper
Samar Samir Khalil 151 citations overall
1 paper
Felix Barajas Ordonez 110 citations overall
1 paper

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Aachen papers per year

Papers 11

Most active Aachen authors

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