From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “causal relationship” 14

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Bayesian network imputation methods applied to multi-omics data identify putative causal relationships in a type 2 diabetes dataset containing incomplete data: An IMI DIRECT Study
2025 PLoS Genetics article Computer Science Bayesian Modeling and Causal Inference Open access

Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more

1

citations
CAUSAL MODELING OF FACTORS IN STUNTING USING THE PETER-CLARK AND GREEDY EQUIVALENCE SEARCH ALGORITHMS
2025 JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) article Computer Science Bayesian Modeling and Causal Inference Open access

Yohani Setiya Rafika Nur, Aminatus Sa’adah, Dasril Aldo, Bidayatul Masulah

2

citations
Deep learning of causal structures in high dimensions under data limitations
2023 Nature Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

65

citations
DATA-DRIVEN CAUSAL DISCOVERY IN CATALYSIS
2026 ChemRxiv preprint Computer Science Bayesian Modeling and Causal Inference Open access

Bárbara Alves Sequeira, Adèle H. Ribeiro, Catarina Barata, Carmen Bacariza, Pedro S. F. Mendes

0

citations
dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data
2026 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Adèle H. Ribeiro, Dominik Heider

1

citations
Deep Learning of Causal Structures in High Dimensions
2022 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

0

citations
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
2023 Symmetry article Computer Science Bayesian Modeling and Causal Inference Open access

Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert Heinrich Schmitt

7

citations
Causal Inference-based Few-Shot Class-Incremental Learning
2024 International Conference on Multimedia Retrieval conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

Weiwei Zhou, Guoqiang Xiao, Michael S. Lew, Song Wu

1

citations
IRSA 2025 : Tagungsband/proceedings: Aachen, Germany 19-20 November 2025
2026 elib (German Aerospace Center) conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

Nils Nießen, C. Schindler, Raphael Pfaff, DVV Media Group GmbH

0

citations
BioSync: Offline-Synchronization of time-series data using bio-inspired semantic synchronization strategies
2023 Procedia CIRP article Computer Science Network Time Synchronization Technologies Open access

Arno Schmetz, Antje Fitzner, Vera Steinhoff, Achim Kampker

1

citations
A survey of graphical models for decision-making: integrating causality and game theory
2026 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Mauricio Gonzalez-Soto, Anna V. Kononova

0

citations
Societal Effects Are a Major Factor for the Uptake of the Coronavirus Disease 2019 (COVID-19) Digital Contact Tracing App in The Netherlands
2021 Value in Health article Computer Science COVID-19 Digital Contact Tracing Open access

Niek Mouter, Marion Collewet, G. Ardine de Wit, Adriënne Henderika Rotteveel, Mattijs Lambooij, Roselinde Kessels

23

citations
Latent Diffusion over Dynamic Service Graphs for Uncertainty-Quantified Failure Propagation Prediction
2025 American Journal of Data Science and Analysis article Computer Science Software System Performance and Reliability Open access

J. Richter, Elena Popescu

0

citations
Evaluating the expressiveness of hardware performance counters tracked alongside the critical path
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Moritz Brückner

0

citations

14 results