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- 2017
- A sequential sampling strategy for adaptive classification of computationally expensive data (2017) STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. 55(4). p.1425-1438
- Data-efficient machine learning for design and optimisation of complex systems (2017)
- 2016
- Hypervolume-based multi-objective bayesian optimization with student-t processes (2016) p.1-5
- Active learning for approximation of expensive functions with normal distributed output uncertainty (2016) p.1-3
- Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design (2016) 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC). In IEEE Congress on Evolutionary Computation p.1634-1641
- Random survival forests for predicting the bed occupancy in the intensive care unit (2016) COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE.
- Sensitivity analysis of expensive black-box systems using metamodeling (2016) 2016 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.578-589
- Feature and model type selection using multi-objective optimization for AutoML (2016) BENELEARN 2016 : proceedings of the 25th Belgian-Dutch conference on machine learning. p.1-3
- Adaptive modeling and sampling methodologies for Internet of Things applications (2016) PROCEEDINGS OF THE 18TH MEDITERRANEAN ELECTROTECHNICAL CONFERENCE MELECON 2016. In IEEE Mediterranean Electrotechnical Conference-MELECON p.1-5
- Adaptive classification under computational budget constraints using sequential data gathering (2016) ADVANCES IN ENGINEERING SOFTWARE. 99. p.137-146