Representative sampling for text classification using support vector machines Z Xu, K Yu, V Tresp, X Xu, J Wang European Conference on Information Retrieval, 393-407, 2003 | 327 | 2003 |
Stochastic relational models for discriminative link prediction K Yu, W Chu, S Yu, V Tresp, Z Xu Advances in neural information processing systems 19, 2006 | 262 | 2006 |
Infinite hidden relational models Z Xu, V Tresp, K Yu, HP Kriegel Proceedings of the 22nd International Conference on Uncertainty in Artificial …, 2006 | 218* | 2006 |
Robust online time series prediction with recurrent neural networks T Guo, Z Xu, X Yao, H Chen, K Aberer, K Funaya 2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016 | 217 | 2016 |
Multi-relational learning with gaussian processes Z Xu, K Kersting, V Tresp Twenty-First International Joint Conference on Artificial Intelligence, 2009 | 65 | 2009 |
Learning infinite hidden relational models Z Xu, V Tresp, K Yu, HP Kriegel Uncertainity in Artificial Intelligence (UAI2006), 2006 | 56 | 2006 |
Stacked Gaussian process learning M Neumann, K Kersting, Z Xu, D Schulz 2009 Ninth IEEE International Conference on Data Mining, 387-396, 2009 | 46 | 2009 |
Nonparametric relational learning for social network analysis Z Xu, V Tresp, S Yu, K Yu KDD’2008 Workshop on Social Network Mining and Analysis, 2008 | 42 | 2008 |
Pedestrian quantity estimation with trajectory patterns T Liebig, Z Xu, M May, S Wrobel Machine Learning and Knowledge Discovery in Databases, 629-643, 2012 | 38 | 2012 |
Pre-symptomatic prediction of plant drought stress using dirichlet-aggregation regression on hyperspectral images K Kersting, Z Xu, M Wahabzada, C Bauckhage, C Thurau, C Roemer, ... Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012 | 33 | 2012 |
A hybrid relevance-feedback approach to text retrieval Z Xu, X Xu, K Yu, V Tresp European Conference on Information Retrieval, 281-293, 2003 | 31 | 2003 |
Stochastic Online Anomaly Analysis for Streaming Time Series. Z Xu, K Kersting, L Von Ritter IJCAI, 3189-3195, 2017 | 29 | 2017 |
Fast active exploration for link-based preference learning using Gaussian processes Z Xu, K Kersting, T Joachims Machine Learning and Knowledge Discovery in Databases, 499-514, 2010 | 28 | 2010 |
Social network mining with nonparametric relational models Z Xu, V Tresp, A Rettinger, K Kersting International Workshop on Social Network Mining and Analysis, 77-96, 2008 | 27 | 2008 |
Dirichlet enhanced relational learning Z Xu, V Tresp, K Yu, S Yu, HP Kriegel Proceedings of the 22nd international conference on Machine learning, 1004-1011, 2005 | 25 | 2005 |
Gaussian process N Quadrianto, K Kersting, Z Xu Springer, 2010 | 22 | 2010 |
Fast Inference in Infinite Hidden Relational Models. Z Xu, V Tresp, S Yu, K Yu, HP Kriegel MLG, 2007 | 21 | 2007 |
Incorporating mobility patterns in pedestrian quantity estimation and sensor placement T Liebig, Z Xu, M May International Workshop on Citizen in Sensor Networks, 67-80, 2012 | 19 | 2012 |
Time Series Analysis with Graph-based Semi-supervised Learning Z Xu, K Funaya IEEE International Conference on Data Science and Advanced Analytics (IEEE …, 2015 | 18 | 2015 |
Advance in Neural Information Processing Systems 19 K Yu, W Chu, S Yu, V Tresp, Z Xu MIT Press, Cambridge, MA, 2007 | 18 | 2007 |