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Wei Liu
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Discovering spatio-temporal causal interactions in traffic data streams
W Liu, Y Zheng, S Chawla, J Yuan, X Xing
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
4452011
Training deep neural networks on imbalanced data sets
S Wang, W Liu, J Wu, L Cao, Q Meng, PJ Kennedy
2016 International Joint Conference on Neural Networks (IJCNN), 4368-4374, 2016
4132016
Class confidence weighted knn algorithms for imbalanced data sets
W Liu, S Chawla
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 345-356, 2011
1912011
Attention-based transactional context embedding for next-item recommendation
S Wang, L Hu, L Cao, X Huang, D Lian, W Liu
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
1872018
A robust decision tree algorithm for imbalanced data sets
W Liu, S Chawla, DA Cieslak, NV Chawla
Proceedings of the 2010 SIAM International Conference on Data Mining, 766-777, 2010
1862010
On detection of emerging anomalous traffic patterns using GPS data
LX Pang, S Chawla, W Liu, Y Zheng
Data & Knowledge Engineering 87, 357-373, 2013
1722013
Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization
L Zhang, S Huang, W Liu, D Tao
Proceedings of the IEEE International Conference on Computer Vision, 8331-8340, 2019
1232019
On mining anomalous patterns in road traffic streams
L Pang, S Chawla, W Liu, Y Zheng
Advanced Data Mining and Applications, 237-251, 2011
1122011
Discovering congestion propagation patterns in spatio-temporal traffic data
H Nguyen, W Liu, F Chen
IEEE Transactions on Big Data 3 (2), 169-180, 2017
1102017
Ensemble-based wrapper methods for feature selection and class imbalance learning
P Yang, W Liu, BB Zhou, S Chawla, AY Zomaya
87*
A game theoretical model for adversarial learning
W Liu, S Chawla
2009 IEEE International Conference on Data Mining Workshops, 25-30, 2009
832009
Spatio-temporal outlier detection in precipitation data
E Wu, W Liu, S Chawla
Knowledge Discovery from Sensor Data, 115-133, 2010
792010
A survey on canonical correlation analysis
X Yang, W Liu, W Liu, D Tao
IEEE Transactions on Knowledge and Data Engineering 33 (6), 2349-2368, 2019
762019
Bayesian Tensor Inference for Sketch-Based Facial Photo Hallucination.
W Liu, X Tang, J Liu
IJCAI, 2141-2146, 2007
642007
Mining adversarial patterns via regularized loss minimization
W Liu, S Chawla
Machine learning 81 (1), 69-83, 2010
632010
Network-wide Crowd Flow Prediction of Sydney Trains via Customized Online Non-negative Matrix Factorization
Y Gong, Z Li, J Zhang, W Liu, Y Zheng, C Kirsch
Proceedings of the 27th ACM International Conference on Information and …, 2018
502018
TrafficWatch: Real-Time Traffic Incident Detection and Monitoring Using Social Media
H Nguyen, W Liu, P Rivera, F Chen
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 540-551, 2016
412016
Online spatio-temporal crowd flow distribution prediction for complex metro system
Y Gong, Z Li, J Zhang, W Liu, Y Zheng
IEEE Transactions on Knowledge and Data Engineering, 2020
402020
On sparse feature attacks in adversarial learning
F Wang, W Liu, S Chawla
2014 IEEE International Conference on Data Mining, 1013-1018, 2014
382014
Time Series Forecasting using Distribution Enhanced Linear Regression
G Ristanoski, W Liu, J Bailey
38*
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Articles 1–20