| 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 (6), 1595-1604, 2017 | 94 | 2017 |
| 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 | 92 | 2018 |
| A Bayesian approach to constraint based causal inference T Claassen, T Heskes arXiv preprint arXiv:1210.4866, 2012 | 91 | 2012 |
| Learning sparse causal models is not NP-hard T Claassen, J Mooij, T Heskes arXiv preprint arXiv:1309.6824, 2013 | 90 | 2013 |
| Joint causal inference from multiple contexts JM Mooij, S Magliacane, T Claassen arXiv preprint arXiv:1611.10351, 2016 | 52 | 2016 |
| Ancestral causal inference S Magliacane, T Claassen, JM Mooij arXiv preprint arXiv:1606.07035, 2016 | 43 | 2016 |
| A logical characterization of constraint-based causal discovery T Claassen, T Heskes arXiv preprint arXiv:1202.3711, 2012 | 38 | 2012 |
| Causal discovery in multiple models from different experiments T Claassen, T Heskes [Sl]: Neural Information Processing Systems Foundation, 2010 | 35 | 2010 |
| Causal shapley values: Exploiting causal knowledge to explain individual predictions of complex models T Heskes, E Sijben, IG Bucur, T Claassen arXiv preprint arXiv:2011.01625, 2020 | 20 | 2020 |
| 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 | 20 | 2016 |
| Causal discovery from databases with discrete and continuous variables E Sokolova, P Groot, T Claassen, T Heskes European Workshop on Probabilistic Graphical Models, 442-457, 2014 | 20 | 2014 |
| 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 | 18 | 2018 |
| 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 | 18 | 2015 |
| Joint causal inference on observational and experimental datasets S Magliacane, T Claassen, JM Mooij arXiv preprint arXiv:1611.10351, 2016 | 13 | 2016 |
| Causal transfer learning S Magliacane, T van Ommen, T Claassen, S Bongers, P Versteeg, ... arXiv preprint arXiv:1707.06422, 2017 | 9 | 2017 |
| Handling hybrid and missing data in constraint-based causal discovery to study the etiology of ADHD E Sokolova, D von Rhein, J Naaijen, P Groot, T Claassen, J Buitelaar, ... International journal of data science and analytics 3 (2), 105, 2017 | 9 | 2017 |
| Causal discovery from medical data: dealing with missing values and a mixture of discrete and continuous data E Sokolova, P Groot, T Claassen, D von Rhein, J Buitelaar, T Heskes Conference on Artificial Intelligence in Medicine in Europe, 177-181, 2015 | 9 | 2015 |
| Learning causal network structure from multiple (in) dependence models T Claassen, T Heskes Helsinki: Helsinki Institute for Information Technology, 2010 | 9 | 2010 |
| 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 | 7 | 2020 |
| 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 | 7 | 2020 |
