Multi-relational learning with Gaussian processes
Volker Tresp , Kristian Kersting , Zhao Xu
international joint conference on artificial intelligence 1309 -1314
44
2009
Stochastic Relational Models for Discriminative Link Prediction
Volker Tresp , Wei Chu , Kai Yu , Shipeng Yu
neural information processing systems 19 1553 -1560
253
2006
Pre-symptomatic prediction of plant drought stress using dirichlet-aggregation regression on hyperspectral images
Mirwaes Wahabzada , Christian Thurau , Uwe Rascher , Jens Leon
national conference on artificial intelligence 302 -308
13
2012
Pedestrian Quantity Estimation with Trajectory Patterns
Thomas Liebig , Zhao Xu , Michael May , Stefan Wrobel
Machine Learning and Knowledge Discovery in Databases 629 -643
22
2012
Hierarchical Adversarial Training for Multi-domain Adaptive Sentiment Analysis
Zhao Xu , Lorenzo von Ritter , Giuseppe Serra
Complex Pattern Mining 17 -32
1
2020
Incorporating Mobility Patterns in Pedestrian Quantity Estimation and Sensor Placement
Thomas Liebig , Zhao Xu , Michael May
International Workshop on Citizen in Sensor Networks 67 -80
14
2012
Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks
Sneha Saha , Thiago Rios , Stefan Menzel , Bernhard Sendhoff
2019 International Conference on Data Mining Workshops (ICDMW) 785 -792
2
2019
Stacked Gaussian Process Learning
Marion Neumann , Kristian Kersting , Zhao Xu , Daniel Schulz
international conference on data mining 387 -396
30
2009
Multi-task Learning with Task Relations
Zhao Xu , Kristian Kersting
international conference on data mining 884 -893
10
2011
Efficient Learning for Hashing Proportional Data
Zhao Xu , Kristian Kersting , Christian Bauckhage
2012 IEEE 12th International Conference on Data Mining 735 -744
3
2012
Knowing a tree from the forest: art image retrieval using a society of profiles
Kai Yu , Wei-Ying Ma , Volker Tresp , Zhao Xu
acm multimedia 622 -631
13
2003
Optimal Evolutionary Optimization Hyper-parameters to Mimic Human User Behavior
Sneha Saha , Thiago Rios , Leandro L. Minku , Xin Yao
ieee symposium series on computational intelligence 858 -866
2019
Scalability of Learning Tasks on 3D CAE Models Using Point Cloud Autoencoders
Thiago Rios , Patricia Wollstadt , Bas van Stein , Thomas Back
ieee symposium series on computational intelligence 1367 -1374
2
2019
Dirichlet enhanced relational learning
Zhao Xu , Volker Tresp , Kai Yu , Shipeng Yu
Proceedings of the 22nd international conference on Machine learning - ICML '05 1004 -1011
23
2005
Social network mining with nonparametric relational models
Zhao Xu , Volker Tresp , Achim Rettinger , Kristian Kersting
social network mining and analysis 77 -96
22
2008
Exploring Clinical Time Series Forecasting with Meta-Features in Variational Recurrent Models
Sibghat Ullah , Zhao Xu , Hao Wang , Stefan Menzel
2020 International Joint Conference on Neural Networks (IJCNN) 1 -9
1
2020
Semi-supervised Multivariate Sequential Pattern Mining
Zhao Xu , Koichi Funaya , Haifeng Chen , Sergio Leoni
Revised Selected Papers of the 4th International Workshop on New Frontiers in Mining Complex Patterns - Volume 9607 211 -223
1
2015
Learning Preferences with Hidden Common Cause Relations
Kristian Kersting , Zhao Xu
european conference on machine learning 676 -691
18
2009
Time series analysis with graph-based semi-supervised learning
Zhao Xu , Koichi Funaya
2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 1 -6
4
2015
Robust Online Time Series Prediction with Recurrent Neural Networks
Tian Guo , Zhao Xu , Xin Yao , Haifeng Chen
2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 816 -825
69
2016