| ProbLog: A Probabilistic Prolog and Its Application in Link Discovery. L De Raedt, A Kimmig, H Toivonen IJCAI 7, 2462-2467, 2007 | 823 | 2007 |
| Deepproblog: Neural probabilistic logic programming R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt arXiv preprint arXiv:1805.10872, 2018 | 266 | 2018 |
| A short introduction to probabilistic soft logic A Kimmig, S Bach, M Broecheler, B Huang, L Getoor Proceedings of the NIPS Workshop on Probabilistic Programming: Foundations …, 2012 | 263 | 2012 |
| On the implementation of the probabilistic logic programming language ProbLog A Kimmig, B Demoen, L De Raedt, VS Costa, R Rocha Theory and Practice of Logic Programming 11 (2-3), 235-262, 2011 | 187 | 2011 |
| Probabilistic (logic) programming concepts L De Raedt, A Kimmig Machine Learning 100 (1), 5-47, 2015 | 160 | 2015 |
| Lifted graphical models: a survey A Kimmig, L Mihalkova, L Getoor Machine Learning 99 (1), 1-45, 2015 | 98 | 2015 |
| The magic of logical inference in probabilistic programming B Gutmann, I Thon, A Kimmig, M Bruynooghe, L De Raedt Theory and Practice of Logic Programming 11 (4-5), 663-680, 2011 | 88 | 2011 |
| Parameter learning in probabilistic databases: A least squares approach B Gutmann, A Kimmig, K Kersting, L De Raedt Joint European Conference on Machine Learning and Knowledge Discovery in …, 2008 | 79 | 2008 |
| On the efficient execution of ProbLog programs A Kimmig, VS Costa, R Rocha, B Demoen, L De Raedt International Conference on Logic Programming, 175-189, 2008 | 74 | 2008 |
| An algebraic Prolog for reasoning about possible worlds A Kimmig, G Van den Broeck, L De Raedt Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011 | 68 | 2011 |
| A flexible framework for probabilistic models of social trust B Huang, A Kimmig, L Getoor, J Golbeck International conference on social computing, behavioral-cultural modeling …, 2013 | 62 | 2013 |
| Algebraic model counting A Kimmig, GV Broeck, L De Raedt arXiv preprint arXiv:1211.4475, 2012 | 54* | 2012 |
| Towards digesting the alphabet-soup of statistical relational learning L De Raedt, B Demoen, D Fierens, B Gutmann, G Janssens, A Kimmig, ... NIPS* 2008 Workshop Probabilistic Programming, Date: 2008/12/13-2008/12/13 …, 2008 | 53 | 2008 |
| Problog2: Probabilistic logic programming A Dries, A Kimmig, W Meert, J Renkens, G Van den Broeck, J Vlasselaer, ... Joint european conference on machine learning and knowledge discovery in …, 2015 | 48 | 2015 |
| Compressing probabilistic Prolog programs L De Raedt, K Kersting, A Kimmig, K Revoredo, H Toivonen Machine Learning 70 (2), 151-168, 2008 | 47 | 2008 |
| Algebraic model counting A Kimmig, G Van den Broeck, L De Raedt Journal of Applied Logic 22, 46-62, 2017 | 43 | 2017 |
| Anytime inference in probabilistic logic programs with Tp-compilation J Vlasselaer, G Van den Broeck, A Kimmig, W Meert, L De Raedt Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 37 | 2015 |
| Subgraph pattern matching over uncertain graphs with identity linkage uncertainty WE Moustafa, A Kimmig, A Deshpande, L Getoor 2014 IEEE 30th International Conference on Data Engineering, 904-915, 2014 | 35 | 2014 |
| Probabilistic explanation based learning A Kimmig, L De Raedt, H Toivonen European Conference on Machine Learning, 176-187, 2007 | 30 | 2007 |
| Probabilistic programming concepts L De Raedt, A Kimmig arXiv preprint arXiv:1312.4328, 2013 | 29 | 2013 |
