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Bayesian Modeling and Causal Inference Sign in to save
43
Aachen papers (primary topic)
89
Further papers (secondary topic)
185
Citations
45
Aachen authors
Papers per year
20
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26
Papers 43
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Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support2022 IEEE Transactions on Visualization and Computer Graphics article Computer Science Bayesian Modeling and Causal Inference Open access
Juliane Müller, Seyedbehnam Beladi, Stephanie Vrede, Monique Meuschke, Peter Lucas, Johanna M. A. Pijnenborg, +1 more
7citations -
Peter D. Grünwald’s Contribution to the Discussion of ‘Testing by Betting: A Strategy for Statistical and Scientific Communication’ by Glenn Shafer2citations
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CAUSAL MODELING OF FACTORS IN STUNTING USING THE PETER-CLARK AND GREEDY EQUIVALENCE SEARCH ALGORITHMS2025 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
2citations -
Efficient Inference in Bayesian Networks with Continuous Variables A Discretization and Knowledge Compilation Approach2023 SSRN Electronic Journal preprint Computer Science Bayesian Modeling and Causal Inference Open access
Maarten Vonk, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, Alfons Laarman, Anna V. Kononova
2citations -
Optimizing Causal Interventions in Hybrid Bayesian Networks2024 Lecture notes in networks and systems conference-paper Computer Science Bayesian Modeling and Causal Inference Open access
Maarten Vonk, Diederick Vermetten, Jacob de Nobel, Sebastiaan Brand, Ninoslav Malekovic, Thomas Bäck, +2 more
1citations -
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
Richard A. J. Howey, Jonathan Adam, Jerzy Adamski, Natalie N. Atabaki, Søren Brunak, Piotr Jaroslaw Chmura, +32 more
1citations
Most active Aachen authors
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Anna V. Kononova 1,252 citations overall6 papers
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Thomas Bäck 22,845 citations overall5 papers
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Joost-Pieter Katoen 20,330 citations overall5 papers
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Maarten Vonk 39 citations overall5 papers
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Bahare Salmani 28 citations overall5 papers
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Alfons Laarman 1,044 citations overall4 papers
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Saber Salehkaleybar 245 citations overall4 papers
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Adèle H. Ribeiro 145 citations overall3 papers
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Tanja Alderliesten 2,770 citations overall2 papers
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Matthijs van Leeuwen 2,277 citations overall2 papers
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Diederick Vermetten 909 citations overall2 papers
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Christian Lagemann 430 citations overall2 papers
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Jacob de Nobel 341 citations overall2 papers
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Tobias Winkler 172 citations overall2 papers
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Sebastiaan Brand 79 citations overall2 papers