| Shape optimization of a cyclone separator using multi-objective surrogate-based optimization P Singh, I Couckuyt, K Elsayed, D Deschrijver, T Dhaene Applied Mathematical Modelling 40 (5-6), 4248-4259, 2016 | 36 | 2016 |
| Automatic document image binarization using bayesian optimization E Vats, A Hast, P Singh Proceedings of the 4th International Workshop on Historical Document Imaging …, 2017 | 25 | 2017 |
| A constrained multi-objective surrogate-based optimization algorithm P Singh, I Couckuyt, F Ferranti, T Dhaene 2014 IEEE Congress on Evolutionary Computation (CEC), 3080-3087, 2014 | 25 | 2014 |
| Measurement-based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories X Gong, J Trogh, Q Braet, E Tanghe, P Singh, D Plets, J Hoebeke, ... IET Science, Measurement & Technology 10 (4), 375-382, 2016 | 21 | 2016 |
| A balanced sequential design strategy for global surrogate modeling P Singh, D Deschrijver, T Dhaene 2013 Winter Simulations Conference (WSC), 2172-2179, 2013 | 21 | 2013 |
| Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-kriging surrogate models P Singh, I Couckuyt, K Elsayed, D Deschrijver, T Dhaene Journal of Optimization Theory and Applications 175 (1), 172-193, 2017 | 17 | 2017 |
| A sequential sampling strategy for adaptive classification of computationally expensive data P Singh, J Van Der Herten, D Deschrijver, I Couckuyt, T Dhaene Structural and Multidisciplinary Optimization 55 (4), 1425-1438, 2017 | 15 | 2017 |
| Accurate hotspot localization by sampling the near-field pattern of electronic devices P Singh, D Deschrijver, D Pissoort, T Dhaene IEEE Transactions on Electromagnetic Compatibility 55 (6), 1365-1368, 2013 | 12 | 2013 |
| Constrained multi‐objective antenna design optimization using surrogates P Singh, M Rossi, I Couckuyt, D Deschrijver, H Rogier, T Dhaene International Journal of Numerical Modelling: Electronic Networks, Devices …, 2017 | 11 | 2017 |
| Adaptive classification algorithm for EMC‐compliance testing of electronic devices P Singh, D Deschrijver, D Pissoort, T Dhaene Electronics Letters 49 (24), 1526-1528, 2013 | 10 | 2013 |
| Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation M Akesson, P Singh, F Wrede, A Hellander IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021 | 8 | 2021 |
| Automated line-based sequential sampling and modeling algorithm for EMC near-field scanning P Singh, T Claeys, GAE Vandenbosch, D Pissoort IEEE Transactions on Electromagnetic Compatibility 59 (2), 704-709, 2016 | 8 | 2016 |
| Classification aided domain reduction for high dimensional optimization P Singh, F Ferranti, D Deschrijver, I Couckuyt, T Dhaene Proceedings of the Winter Simulation Conference 2014, 3928-3939, 2014 | 6 | 2014 |
| Design of experiments for model-based optimization P Singh Ghent University, 2016 | 5 | 2016 |
| Multi-statistic approximate Bayesian computation with multi-armed bandits P Singh, A Hellander arXiv preprint arXiv:1805.08647, 2018 | 4 | 2018 |
| Scalable machine learning-assisted model exploration and inference using Sciope P Singh, F Wrede, A Hellander Bioinformatics 37 (2), 279-281, 2021 | 3 | 2021 |
| Learning surrogate models of document image quality metrics for automated document image processing P Singh, E Vats, A Hast 2018 13th IAPR International Workshop on Document Analysis Systems (DAS), 67-72, 2018 | 3 | 2018 |
| Epidemiological modeling in StochSS Live! R Jiang, B Jacob, M Geiger, S Matthew, B Rumsey, P Singh, F Wrede, ... Bioinformatics, 2021 | 2 | 2021 |
| Hyperparameter optimization for approximate bayesian computation P Singh, A Hellander 2018 Winter Simulation Conference (WSC), 1718-1729, 2018 | 1 | 2018 |
| Surrogate assisted model reduction for stochastic biochemical reaction networks P Singh, A Hellander 2017 Winter Simulation Conference (WSC), 1773-1783, 2017 | 1 | 2017 |
Tom DhaeneGhent University - imecGeverifieerd e-mailadres voor ugent.be
