Tom Claassen
Tom Claassen
Verifierad e-postadress på cs.ru.nl
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A Bayesian approach to constraint based causal inference
T Claassen, T Heskes
arXiv preprint arXiv:1210.4866, 2012
772012
Learning sparse causal models is not NP-hard
T Claassen, J Mooij, T Heskes
arXiv preprint arXiv:1309.6824, 2013
672013
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
542017
A logical characterization of constraint-based causal discovery
T Claassen, T Heskes
arXiv preprint arXiv:1202.3711, 2012
362012
Ancestral causal inference
S Magliacane, T Claassen, JM Mooij
Advances in Neural Information Processing Systems, 4466-4474, 2016
332016
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
302018
Causal discovery in multiple models from different experiments
T Claassen, T Heskes
Advances in Neural Information Processing Systems, 415-423, 2010
282010
Joint causal inference from multiple contexts
JM Mooij, S Magliacane, T Claassen
arXiv preprint arXiv:1611.10351, 2016
202016
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
162016
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
162014
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
152015
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
132018
Joint causal inference on observational and experimental datasets
S Magliacane, T Claassen, JM Mooij
arXiv preprint arXiv:1611.10351, 2016
102016
Learning causal network structure from multiple (in) dependence models
T Claassen, T Heskes
Helsinki: Helsinki Institute for Information Technology, 2010
92010
Joint causal inference from multiple contexts. arXiv. org preprint
JM Mooij, S Magliacane, T Claassen
52018
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
52015
Causal discovery and logic
T Claassen
[Sl: sn], 2013
52013
Beyond structural causal models: Causal constraints models
T Blom, S Bongers, JM Mooij
Uncertainty in Artificial Intelligence, 585-594, 2020
42020
Evaluating WAIS–IV structure through a different psychometric lens: structural causal model discovery as an alternative to confirmatory factor analysis
MJAM van Dijk, T Claassen, C Suwartono, WM van der Veld, ...
The Clinical Neuropsychologist 31 (6-7), 1141-1154, 2017
42017
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), 105-119, 2017
42017
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Artiklar 1–20