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Browsing by Author "Groot, P.C."
Now showing items 1-45 of 45
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Learning causal structure from mixed data with missing values using Gaussian copula models Cui, R.; Groot, P. ; Heskes, T.2019, Article / Letter to editor (Statistics and Computing, vol. 29, iss. 2, (2019), pp. 311-333) -
The stablespec package for causal discovery on cross-sectional and longitudinal data in R Rahmadi, R.; Groot, P. ; Heskes, Tom2018, Article / Letter to editor (Neurocomputing, vol. 275, iss. Supplement C, (2018), pp. 2440-2443) -
A scalable preference model for autonomous decision-making Peters, M; Saar-Tsechansky, Maytal; Ketter, W.; Williamson, S.; Groot, P. ; Heskes, T.2018, Article / Letter to editor (Machine Learning, vol. 107, iss. 6, (2018), pp. 1039-1068) -
Learning the causal structure of Copula Models with Latent Variables Cui, R.; Groot, Perry ; Schauer, M.; Heskes, T.2018, Article in monograph or in proceedings (Globerson, A. (ed.), Uncertainty in Artificial Intelligence: Proceedings of the Thirty-Fourth Conference (2018) August 6-10, 2018, Monterey, California, USA, pp. 188-197)
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Causality on longitudinal data: Stable specification search in constrained structural equation modeling Rahmadi, R.; Groot, P. ; Rijn, M.H.C. van; Brand, J. van den; Heins, M.; Knoop, H. ; Heskes, T.2018, Article / Letter to editor (Statistical Methods in Medical Research, vol. 27, iss. 12, (2018), pp. 3814-3834)
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Causality on cross-sectional data: Stable specification search in constrained structural equation modeling Rahmadi, R.; Groot, P. ; Heins, M.; Knoop, H.; Heskes, T.2017, Article / Letter to editor (Applied Soft Computing, vol. 52, (2017), pp. 687-698)
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A Causal and Mediation Analysis of the Comorbidity Between Attention Deficit Hyperactivity Disorder (ADHD) and Autism Spectrum Disorder (ASD) Sokolova, E.S. ; Sluiter-Oerlemans, A.M. ; Rommelse, N.N.J. ; Groot, P. ; Hartman, C.A; Glennon, J.C.; Claassen, T.; Heskes, T. ; Buitelaar, J.K.2017, Article / Letter to editor (Journal of Autism and Developmental Disorders, vol. 47, iss. 6, (2017), pp. 1595-1604)
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Handling hybrid and missing data in constraint-based causal discovery to study the etiology of ADHD Sokolova, E.S. ; Rhein, D.T. von ; Naaijen, J. ; Groot, P. ; Claassen, T.; Buitelaar, J.K. ; Heskes, T.M.2017, Article / Letter to editor (International Journal of Data Science and Analytics, vol. 3, iss. 2, (2017), pp. 105-119)
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Robust Estimation of Gaussian Copula Causal Structure from Mixed Data with Missing Values Cui, R.; Groot, P.C. ; Heskes, T.2017, Article in monograph or in proceedings (Raghavan, V. (ed.), ICDM 2017: 17th IEEE International Conference on Data Mining, 18-21 November 2017 New Orleans, Louisiana, pp. 835-840)
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Package ‘stablespec’ Rahmadi, R.; Groot, P. ; Heskes, T. ; Stich, C.; Heins, M.; Knoop, H.2017, Dataset
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Statistical Evidence Suggests that Inattention Drives Hyperactivity/Impulsivity in Attention Deficit-Hyperactivity Disorder Sokolova, E.S. ; Groot, P.C. ; Claassen, T.; Hulzen, K.J.E. van ; Glennon, J.C.; Franke, B. ; Heskes, T.M. ; Buitelaar, J.K.2016, Article / Letter to editor (PLoS One, vol. 11, iss. 10, (2016), article e0165120)
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Computing Lower and Upper Bounds on the Probability of Causal Statements Sokolova, E.S. ; Hoogman, M. ; Groot, P. ; Claassen, T.; Heskes, T.2016, Article in monograph or in proceedings (Antonucci, A. (ed.), PGM 2016 : Proceedings of the Eighth International Conference on Probabilistic Graphical Models, Lugano, 6-9 September 2016, pp. 487-498)
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Copula PC Algorithm for Causal Discovery from Mixed Data Cui, R.; Groot, P. ; Heskes, T.2016, Article in monograph or in proceedings (Frasconi, P.; Landwehr, N.; Manco, G. (ed.), Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part II, pp. 377-392)
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Causality on Longitudinal Data: Stable Specification Search in Constrained Structural Equation Modeling Rahmadi, R.; Groot, P. ; Heins, M.; Knoop, H.; Heskes, T.2015, Article in monograph or in proceedings (Douzal-Chouakria, A. (ed.), AALTD 2015 : Advanced Analytics and Learning on Temporal Data : 1st International Workshop on Advanced Analytics and Learning on Temporal Data co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015) Porto, Portugal, September 11, 2015, pp. 101-107)
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Cognitive behaviour therapy plus aerobic exercise training to increase activity in patients with myotonic dystrophy type 1 (DM1) compared to usual care (OPTIMISTIC): study protocol for randomised controlled trial Engelen, B.G.M. van ; Groot, P.C. ; Abghari, S.; Aschrafi, A. ; Bouman, S.F.; Cornelissen, Y.; Glennon, J.C.; Heerschap, A. ; Heskamp, L.; Heskes, T. ; Kapusta, K.A. ; Klerks, E.; Knoop, H. ; Maas, D; Okkersen, C.P.; Poelmans, G.J.V. ; Rahmadi, R.; Nimwegen, M. van ; et al. et al.2015, Article / Letter to editor (Trials, vol. 16, iss. 1, (2015), pp. 1-19, article 224)
sine al.
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Causal discovery in an adult ADHD data set suggests indirect link between DAT1 genetic variants and striatal brain activation during reward processing Sokolova, E.S.; Hoogman, M. ; Groot, P. ; Claassen, T.; Vasquez, A.A.; Buitelaar, J.K. ; Franke, B. ; Heskes, T.2015, Article / Letter to editor (American Journal of Medical Genetics. Part B : Neuropsychiatric Genetics, vol. 168, iss. 6, (2015), pp. 508-515)
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Causal Discovery from Medical Data: Dealing with Missing Values and a Mixture of Discrete and Continuous Data Sokolova, E.S. ; Groot, P. ; Claassen, T.; Rhein, D.T. von ; Buitelaar, J.K. ; Heskes, T.2015, Part of book or chapter of book (Holmes, J.H.; Bellazzi, R.; Sacchi, L. (ed.), Artificial Intelligence in Medicine : 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings, pp. 177-181)
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Stable Specification Searches in Structural Equation Modeling Using a Multi-objective Evolutionary Algorithm Rahmadi, R.; Groot, P. ; Heskes, T.2014, Article / Letter to editor (Seminar Nasional Aplikasi Teknologi Informasi, vol. 2014, (2014), pp. H-15 - H-20)
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Fast Laplace Approximation for Gaussian Processes with a Tensor Product Kernel Groot, P. ; Peters, M; Heskes, T. ; Ketter, W.2014, Article in monograph or in proceedings (Proceedings of BNAIC 2014, pp. 1-8)
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Causal Discovery from Databases with Discrete and Continuous Variables Sokolova, E.S.; Groot, P. ; Claassen, T.; Heskes, T.2014, Part of book or chapter of book (Gaag, L. van der; Feelders, A. (ed.), Probabilistic Graphical Models : 7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings, pp. 442-457)
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Efficiently learning the preferences of people Birlutiu, A.; Groot, P. ; Heskes, T.2013, Article / Letter to editor (Machine Learning, vol. 90, iss. 1, (2013), pp. 1-28)
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Adaptive control strategies for productive toner printers Bosch, P.; Cochior, C.; Ezzeldin, M.; Groot, P.C. ; Lucas, P. ; Verriet, J.; Waarsing, R.; Weiland, S.2013, Part of book or chapter of book (Basten, T.; Hamberg, R.; Reckers, F. (ed.), Model-based design of adaptive embedded systems, pp. 87-123)
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Gaussian process regression with censored data using Expectation propagation 2012, Part of book or chapter of book (Cano, A. (ed.), Proceedings of the 6th European Workshop on Probabilistic Graphical Models, Granada (Spain), 19-21 September, 2012, pp. 115-122)
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Gaussian process regression with censored data using expectation propagation 2012, Article in monograph or in proceedings (Cano, A.; Gómez-Olmedo, M.; Nielsen, T.D. (ed.), PGM 2012 : Proceedings of the Sixth European Workshop on Probabilistic Graphical Models, PGM'12 Granada, Spain September 19-21, 2012, pp. 115-122)
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Multiple-step Time Series Forecasting with Sparse Gaussian Processes 2011, Article in monograph or in proceedings (Causmaecker, P. De (ed.), Proceedings of the 23rd Benelux Conference on Artificial Intelligence, pp. 1-8)
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Learning from multiple annotators with Gaussian processes 2011, Part of book or chapter of book (Honkela, T. (ed.), ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II, pp. 159-164)
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Multi-task preference learning with an application to hearing aid personalization 2010, Article / Letter to editor (Neurocomputing, vol. 73, iss. 7-9, (2010), pp. 1177-1185)
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Predicting Preference Judgments of Individual Normal and Hearing-Impaired Listeners With Gaussian Processes Groot, P. ; Heskes, T. ; Dijkstra, T.M.H. ; Kates, J.M.2010, Article / Letter to editor (IEEE Transactions on Audio, Speech, and Language Processing, vol. PP, iss. 99, (2010), pp. 1-11)
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Bayesian Monte Carlo for the global optimization of expensive functions 2010, Part of book or chapter of book (ECAI 2010 - 19th European Conference on Artificial Intelligence, pp. 249-254)
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Nonlinear perception of hearing-impaired people using preference learning with Gaussian Processes 2008, External research report
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Adaptation of Clinical Practice Guidelines 2008, Part of book or chapter of book (Teije, A ten; Miksch, S.; Lucas, P.J.F. (ed.), Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, pp. 121-139)
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A Constraint-based Approach to Medical Guidelines and Protocols Hommersom, A.J. ; Groot, P.C. ; Lucas, P.J.F. ; Marcos, M.; Mart'inez-Salvador, B.2008, Part of book or chapter of book (Teije, A ten; Miksch, S.; Lucas, P.J.F. (ed.), Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, pp. 213-222)
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Formal Methods for Verification of Clinical Practice Guidelines Hommersom, A.J. ; Groot, P.C. ; Balser, M.; Lucas, P.J.F.2008, Part of book or chapter of book (Teije, A ten; Miksch, S.; Lucas, P.J.F. (ed.), Computer-based Medical Guidelines and Protocols: A Primer and Current Trends, pp. 63-80)
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Using Model Checking for Critiquing based on Clinical Guidelines Groot, P.C. ; Hommersom, A.J. ; Lucas, P.J.F. ; Merk, R.J.; Teije, A. ten; Harmelen, F. van; Serban, R.2008, Article / Letter to editor (Artificial Intelligence in Medicine, vol. 46, iss. 1, (2008), pp. 19-36)
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Vascular adaptations to 8-week cycling training in older men. 2007, Article / Letter to editor (Acta Physiologica, vol. 190, iss. 3, (2007), pp. 221-228)
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Verification of Medical Guidelines using Background Knowledge in Task Networks Hommersom, A.J. ; Groot, P. ; Lucas, P.J.F. ; Balser, M.; Schmitt, J.2007, Article / Letter to editor (IEEE Transactions on Knowledge and Data Engineering, vol. 19, iss. 6, (2007), pp. 832-846)
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Error Probabilities for Local Extrema in Gene Expression Data 2007, Article / Letter to editor (Pattern Recognition Letters, vol. 28, iss. 15, (2007), pp. 2133-2142)
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Checking Guideline Conformance of Medical Protocols using Modular Model Checking 2006, Article in monograph or in proceedings (The 18th Belgium-Netherlands Conference on Artificial Intelligence, pp. 173-180)
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Verification of Medical Guidelines using Task Execution with Background Knowledge Hommersom, A.J. ; Groot, P.C. ; Lucas, P.J.F. ; Balser, M.; Schmitt, J.2006, Article in monograph or in proceedings (4th Prestigous Applications of Intelligent Systems (in ECAI 2006), pp. 835-836)
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Prediction of protein-to-protein interactions Gilissen, C.F.H.A. ; Groot, P.C. ; Lucas, P. ; Veltman, J. ; Geurts van Kessel, A.H.M. ; Egmont-Peterson, M.2006, Article in monograph or in proceedings (International Conference on Advances in Microarray Technology)
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Combining Task Execution and Background Knowledge for the Verification of Medical Guidelines Hommersom, A.J. ; Groot, P.C. ; Lucas, P. ; Balser, M.; Schmitt, J.2006, Article in monograph or in proceedings (Bramer, M.; Coenen, F.; Tuson, A. (ed.), Proceedings of AI-2006, the 26th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, pp. 3-16)
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A Constraint-based Approach to Medical Guidelines and Protocols Hommersom, A.J. ; Groot, P.C. ; Lucas, P.J.F. ; Marcos, M.; Martinez-Salvador, B.2006, Article in monograph or in proceedings (Proceedings of ECAI2006 workshop: AI techniques in healthcare: evidence--based guidelines and protocols, pp. 25-30)
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A quantitative analysis of the robustness of knowledge-based systems through degradation studies Groot, P.C. ; Tije, A. ten; Harmelen, F. van2005, Article in monograph or in proceedings (Knowledge and Information Systems, pp. 224-245)
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Scalable Instance Retrieval for the Semantic Web by Approximation Wache, H.; Groot, P.C. ; Stuckenschmidt, H.2005, Article in monograph or in proceedings (Dean., M. (ed.), WISE 2005 Workshops, pp. 245-254)
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Approximating Description Logic Classification for Semantic Web Reasoning Groot, P.C. ; Stuckenschmidt, H.; Wache, H.2005, Article in monograph or in proceedings (G'omez-P'erez, A.; Euzenat, J. (ed.), The Semantic Web: Research and Applications: Second European Web Conference, pp. 318-332)
Now showing items 1-45 of 45
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