| Domain adaptation by using causal inference to predict invariant conditional distributions S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ... Advances in Neural Information Processing Systems, 10846-10856, 2018 | 237 | 2018 |
| Joint causal inference from multiple contexts JM Mooij, S Magliacane, T Claassen Journal of machine learning research 21 (99), 1-108, 2020 | 226 | 2020 |
| A causal and mediation analysis of the comorbidity between attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) E Sokolova, AM Oerlemans, NN Rommelse, P Groot, CA Hartman, ... Journal of autism and developmental disorders 47, 1595-1604, 2017 | 171 | 2017 |
| Causal shapley values: Exploiting causal knowledge to explain individual predictions of complex models T Heskes, E Sijben, IG Bucur, T Claassen Advances in neural information processing systems 33, 4778-4789, 2020 | 168 | 2020 |
| Learning sparse causal models is not NP-hard T Claassen, J Mooij, T Heskes arXiv preprint arXiv:1309.6824, 2013 | 144 | 2013 |
| A Bayesian approach to constraint based causal inference T Claassen, T Heskes arXiv preprint arXiv:1210.4866, 2012 | 117 | 2012 |
| Ancestral causal inference S Magliacane, T Claassen, JM Mooij Advances in Neural Information Processing Systems 29, 2016 | 65 | 2016 |
| Constraint-based causal discovery using partial ancestral graphs in the presence of cycles JM Mooij, T Claassen Conference on Uncertainty in Artificial Intelligence, 1159-1168, 2020 | 47 | 2020 |
| Causal discovery in multiple models from different experiments T Claassen, T Heskes Advances in Neural Information Processing Systems 23, 2010 | 45 | 2010 |
| A logical characterization of constraint-based causal discovery T Claassen, T Heskes arXiv preprint arXiv:1202.3711, 2012 | 44 | 2012 |
| Dimensions of psychopathy in relation to proactive and reactive aggression: Does intelligence matter? T Jambroes, LMC Jansen, PM vd Ven, T Claassen, JC Glennon, ... Personality and Individual Differences 129, 76-82, 2018 | 41 | 2018 |
| Statistical evidence suggests that inattention drives hyperactivity/impulsivity in attention deficit-hyperactivity disorder E Sokolova, P Groot, T Claassen, KJ van Hulzen, JC Glennon, B Franke, ... PLoS one 11 (10), e0165120, 2016 | 28 | 2016 |
| Causal discovery from databases with discrete and continuous variables E Sokolova, P Groot, T Claassen, T Heskes Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht …, 2014 | 26 | 2014 |
| Causal discovery in an adult ADHD data set suggests indirect link between DAT1 genetic variants and striatal brain activation during reward processing E Sokolova, M Hoogman, P Groot, T Claassen, AA Vasquez, JK Buitelaar, ... American Journal of Medical Genetics Part B: Neuropsychiatric Genetics 168 …, 2015 | 25 | 2015 |
| Role of conduct problems in the relation between Attention-Deficit Hyperactivity disorder, substance use, and gaming GH Schoenmacker, AP Groenman, E Sokolova, J Oosterlaan, ... European Neuropsychopharmacology 30, 102-113, 2020 | 24 | 2020 |
| Disentangling drivers of spatial autocorrelation in species distribution models KP Mielke, T Claassen, M Busana, T Heskes, MAJ Huijbregts, K Koffijberg, ... Ecography 43 (12), 1741-1751, 2020 | 22 | 2020 |
| Inferring the direction of a causal link and estimating its effect via a Bayesian Mendelian randomization approach IG Bucur, T Claassen, T Heskes Statistical Methods in Medical Research 29 (4), 1081-1111, 2020 | 20 | 2020 |
| Greedy equivalence search in the presence of latent confounders T Claassen, IG Bucur Uncertainty in Artificial Intelligence, 443-452, 2022 | 16 | 2022 |
| Causal transfer learning S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ... arXiv preprint arXiv:1707.06422, 2017 | 14 | 2017 |
| Joint causal inference on observational and experimental datasets S Magliacane, T Claassen, JM Mooij arXiv preprint arXiv:1611.10351, 2016 | 14 | 2016 |
