Zhao Xu
Zhao Xu
NEC Labs Europe
Verified email at acm.org
TitleCited byYear
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
2152003
Stochastic relational models for discriminative link prediction
K Yu, W Chu, S Yu, V Tresp, Z Xu
Advances in neural information processing systems, 1553-1560, 2006
1902006
Infinite hidden relational models
Z Xu, V Tresp, K Yu, HP Kriegel
Proceedings of the 22nd International Conference on Uncertainty in Artificial …, 2006
187*2006
Multi-Relational Learning with Gaussian Processes.
Z Xu, K Kersting, V Tresp
IJCAI 9, 1309-1314, 2009
562009
Robust Online Time Series Prediction with Recurrent Neural Networks
T Guo, Z Xu, X Yao, H Chen, K Aberer, K Funaya
Data Science and Advanced Analytics (DSAA), 2016 IEEE International …, 2016
462016
Learning infinite hidden relational models
Z Xu, V Tresp, K Yu, HP Kriegel
Uncertainity in Artificial Intelligence (UAI2006), 2006
412006
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
372008
Pedestrian quantity estimation with trajectory patterns
T Liebig, Z Xu, M May, S Wrobel
Machine Learning and Knowledge Discovery in Databases, 629-643, 2012
302012
Stacked Gaussian process learning
M Neumann, K Kersting, Z Xu, D Schulz
2009 Ninth IEEE International Conference on Data Mining, 387-396, 2009
282009
Social network mining with nonparametric relational models
Z Xu, V Tresp, A Rettinger, K Kersting
Advances in social network mining and analysis, 77-96, 2010
252010
A hybrid relevance-feedback approach to text retrieval
Z Xu, X Xu, K Yu, V Tresp
Advances in Information Retrieval, 281-293, 2003
252003
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
232010
Incorporating mobility patterns in pedestrian quantity estimation and sensor placement
T Liebig, Z Xu, M May
Citizen in Sensor Networks, 67-80, 2013
192013
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
192005
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, ...
AAAI, 2012
172012
Fast Inference in Infinite Hidden Relational Models.
Z Xu, V Tresp, S Yu, K Yu, HP Kriegel
MLG, 2007
172007
Learning preferences with hidden common cause relations
K Kersting, Z Xu
Machine Learning and Knowledge Discovery in Databases, 676-691, 2009
162009
Knowing a tree from the forest: art image retrieval using a society of profiles
K Yu, WY Ma, V Tresp, Z Xu, X He, HJ Zhang, HP Kriegel
Proceedings of the eleventh ACM international conference on Multimedia, 622-631, 2003
132003
Topic models conditioned on relations
M Wahabzada, Z Xu, K Kersting
Machine Learning and Knowledge Discovery in Databases, 402-417, 2010
122010
Advance in Neural Information Processing Systems 19
K Yu, W Chu, S Yu, V Tresp, Z Xu
MIT Press, Cambridge, MA, 2007
112007
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Articles 1–20