| 2018 | UAI | Learning the Causal Structure of Copula Models with Latent Variables. | Ruifei Cui, Perry Groot, Moritz Schauer, Tom Heskes |
| 2017 | ICDM | Robust Estimation of Gaussian Copula Causal Structure from Mixed Data with Missing Values. | Ruifei Cui, Perry Groot, Tom Heskes |
| 2015 | AIME | Causal Discovery from Medical Data: Dealing with Missing Values and a Mixture of Discrete and Continuous Data. | Elena Sokolova, Perry Groot, Tom Claassen, Daniel von Rhein, Jan K. Buitelaar, Tom Heskes |
| 2011 | ICANN | Learning from Multiple Annotators with Gaussian Processes. | Perry Groot, Adriana Birlutiu, Tom Heskes |
| 2010 | ECAI | Bayesian Monte Carlo for the Global Optimization of Expensive Functions. | Perry Groot, Adriana Birlutiu, Tom Heskes |
| 2009 | ESANN | Multi-task Preference learning with Gaussian Processes. | Adriana Birlutiu, Perry Groot, Tom Heskes |
| 2007 | AIME | The Role of Model Checking in Critiquing Based on Clinical Guidelines. | Perry Groot, Arjen Hommersom, Peter J. F. Lucas, Radu Serban, Annette ten Teije, Frank van Harmelen |
| 2006 | ECAI | Verification of Medical Guidelines Using Task Execution with Background Knowledge. | Arjen Hommersom, Perry Groot, Peter J. F. Lucas, Michael Balser, Jonathan Schmitt |
| 2006 | SGAI | Combining Task Execution and Background Knowledge for the Verification of Medical Guidelines. | Arjen Hommersom, Perry Groot, Peter J. F. Lucas, Michael Balser, Jonathan Schmitt |
| 2005 | WISE | Scalable Instance Retrieval for the Semantic Web by Approximation. | Holger Wache, Perry Groot, Heiner Stuckenschmidt |
| 2004 | KR | Towards a Structured Analysis of Approximate Problem Solving: A Case Study in Classification. | Perry Groot, Annette ten Teije, Frank van Harmelen |
| 2000 | EKAW | Torture Tests: A Quantitative Analysis for the Robustness of Knowledge-Based Systems. | Perry Groot, Frank van Harmelen, Annette ten Teije |
| 1999 | EKAW | Formally Verifying Dynamic Properties of Knowledge Based Systems. | Perry Groot, Annette ten Teije, Frank van Harmelen |