Wei Liu

发表

Meteorological pattern analysis assisted daily PM2.5 grades prediction using SVM optimized by PSO algorithm

Fuji Chen, Wei Liu, Geng Guo, 2019, Atmospheric Pollution Research.

Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2013, SDM.

A Quadratic Mean based Supervised Learning Model for Managing Data Skewness

Sanjay Chawla, Wei Liu, S. Chawla, 2011, SDM.

Time Series Forecasting Using Distribution Enhanced Linear Regression

James Bailey, Wei Liu, Goce Ristanoski, 2013, PAKDD.

From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories

Chao Zou, Ruihua Song, Wei Liu, 2019, SIGIR.

On compressing weighted time-evolving graphs

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2012, CIKM.

Mix geographical information into local collaborative ranking for POI recommendation

Hanjiang Lai, Jian Yin, Jing Wang, 2019, World Wide Web.

Mining adversarial patterns via regularized loss minimization

Sanjay Chawla, Wei Liu, S. Chawla, 2010, Machine Learning.

Discovering spatio-temporal causal interactions in traffic data streams

Xing Xie, Jing Yuan, Sanjay Chawla, 2011, KDD.

CIST@CLSciSumm-19: Automatic Scientific Paper Summarization with Citances and Facets

Lei Li, Yang Xie, Yinan Liu, 2019, BIRNDL@SIGIR.

Analysis and dynamic simulation of urban rainstorm waterlogging

Jinxing Hu, Wei Liu, Xingquan Liu, 2009, International Symposium on Digital Earth.

Discrimination-Aware Classifiers for Student Performance Prediction

Irena Koprinska, Ling Luo, Wei Liu, 2015, EDM.

Longbing Cao, Jia Xu, Liang Hu, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Training deep neural networks on imbalanced data sets

Longbing Cao, Jia Wu, Paul J. Kennedy, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

On Damage Identification in Civil Structures Using Tensor Analysis

Nguyen Lu Dang Khoa, Samir Mustapha, Yang Wang, 2015, PAKDD.

On detection of emerging anomalous traffic patterns using GPS data

Sanjay Chawla, Yu Zheng, Wei Liu, 2013, Data Knowl. Eng..

A novel load balancing strategy based on node load comprehensive measuring under cloud computing environment

Wei Liu, Dongwei Zhang, Zhijun Gao, 2019, Journal of Computational Methods in Sciences and Engineering.

Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2013, CIKM.

Express company’s vehicle routing optimization by multiple-dynamic saving algorithm

Yuhong Liu, Wei Liu, Junchao Liu, 2014 .

Web Database Integration

Xiaofeng Meng, Wei Liu, 2006 .

S3: low cost real-time spectrum sensing using SDR

Shan Chang, Hongzi Zhu, Yiming Liu, 2019, ACM TUR-C.

Embedding and hallucination for image and video

Wei Liu, 2007 .

Towards Geological Knowledge Discovery Using Vector-Based Semantic Similarity

Eun-Jung Holden, Majigsuren Enkhsaikhan, Wei Liu, 2018, ADMA.

Mining actionable combined patterns of high utility and frequency

Longbing Cao, Junfu Yin, Jingyu Shao, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Ensemble-Based Wrapper Methods for Feature Selection and Class Imbalance Learning

Albert Y. Zomaya, Sanjay Chawla, Bing Bing Zhou, 2013, PAKDD.

Clustering and visualization of fuzzy communities in social networks

Marimuthu Palaniswami, James Bailey, Kotagiri Ramamohanarao, 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Discrimination aware classification for imbalanced datasets

James Bailey, Wei Liu, Goce Ristanoski, 2013, CIKM.

Attention-Based Transactional Context Embedding for Next-Item Recommendation

Longbing Cao, Liang Hu, Defu Lian, 2018, AAAI.

Tikhonov or Lasso Regularization: Which Is Better and When

Fei Wang, Sanjay Chawla, Wei Liu, 2013, 2013 IEEE 25th International Conference on Tools with Artificial Intelligence.

An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2012, Australasian Conference on Artificial Intelligence.

Environmental sound classification based on feature fusion

Xianglin Huang, Lifang Yang, Huimin Zhao, 2018 .

Coverage control in an isotropic Gaussian mixture environment

Liang Du, Wei Liu, 2010, Proceedings of the 2010 American Control Conference.

TrafficWatch: Real-Time Traffic Incident Detection and Monitoring Using Social Media

Fang Chen, Hoang Nguyen, Wei Liu, 2016, PAKDD.

Discovering Causal Structures from Time Series Data via Enhanced Granger Causality

Fang Chen, Irena Koprinska, Ling Luo, 2015, Australasian Conference on Artificial Intelligence.

Discovering Both Explicit and Implicit Similarities for Cross-Domain Recommendation

Fang Chen, Wei Liu, Quan Do, 2017, PAKDD.

Rongrong Ji, Shiqian Ma, Shih-Fu Chang, 2015, AAAI.

Route Optimization for Last-Mile Distribution of Rural E-Commerce Logistics Based on Ant Colony Optimization

Wei Liu, Wei Liu, 2020, IEEE Access.

A time-dependent enhanced support vector machine for time series regression

James Bailey, Wei Liu, Goce Ristanoski, 2013, KDD.

Maximal Inequalities and Exponential Estimates for Stochastic Convolutions Driven by Lévy-type Processes in Banach Spaces with Application to Stochastic Quasi-Geostrophic Equations

Jiahui Zhu, Wei Liu, Zdzislaw Brzezniak, 2019, SIAM J. Math. Anal..

On the morning commute problem with bottleneck congestion and parking space constraints

Hai Yang, Xiaoning Zhang, Xiaolei Wang, 2013 .

Semi-supervised sparse metric learning using alternating linearization optimization

Peng Liu, Shiqian Ma, Dacheng Tao, 2010, KDD.

On Mining Anomalous Patterns in Road Traffic Streams

Sanjay Chawla, Yu Zheng, Wei Liu, 2011, ADMA.

A Robust Decision Tree Algorithm for Imbalanced Data Sets

David A. Cieslak, Nitesh V. Chawla, Sanjay Chawla, 2010, SDM.

Causal Structure Discovery for Spatio-temporal Data

Fang Chen, Raymond K. Wong, Victor W. Chu, 2014, DASFAA.

Actionable Combined High Utility Itemset Mining

Longbing Cao, Junfu Yin, Jingyu Shao, 2015, AAAI.

Using Local Information to Significantly Improve Classification Performance

Kotagiri Ramamohanarao, Wei Liu, Dong Lee, 2014, CIKM.

Utilizing common substructures to speedup tensor factorization for mining dynamic graphs

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2012, CIKM '12.

Spatio-temporal Outlier Detection in Precipitation Data

Sanjay Chawla, Elizabeth Wu, Wei Liu, 2008, KDD Workshop on Knowledge Discovery from Sensor Data.

Cross-Domain Recommendation via Coupled Factorization Machines

Wei Liu, Quan Do, Lile Li, 2019, AAAI.

Research on Battle Damage Analysis Methods Based on Collaborative Simulation for Armored Equipment

Wei Zhang, Wei Liu, Tuan Wang, 2019, IGTA.

A Game Theoretical Model for Adversarial Learning

Sanjay Chawla, Wei Liu, S. Chawla, 2009, 2009 IEEE International Conference on Data Mining Workshops.

ASTEN: An accurate and scalable approach to Coupled Tensor Factorization

Wei Liu, Quan Do, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

A Sufficient Condition for Convergences of Adam and RMSProp

Li Shen, Zequn Jie, Weizhong Zhang, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Short-Term Load Forecasting Based on Elastic Net Improved GMDH and Difference Degree Weighting Optimization

Bo Zhang, Weiguo Wang, Wei Liu, 2018, Applied Sciences.

Structure-Aware Distance Measures for Comparing Clusterings in Graphs

James Bailey, Jian Pei, Kotagiri Ramamohanarao, 2014, PAKDD.

Node Re-Ordering as a Means of Anomaly Detection in Time-Evolving Graphs

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2016, ECML/PKDD.

Near-Data Processing-Enabled and Time-Aware Compaction Optimization for LSM-tree-based Key-Value Stores

Weisong Shi, Hui Sun, Song Fu, 2019, ICPP.

Urban waterlogging susceptibility assessment based on a PSO-SVM method using a novel repeatedly random sampling idea to select negative samples

Wei Liu, Huijun Tang, Jiufeng Li, 2019, Journal of Hydrology.

Discrimination-Aware Association Rule Mining for Unbiased Data Analytics

Fang Chen, Irena Koprinska, Ling Luo, 2015, DaWaK.

On Structural Health Monitoring Using Tensor Analysis and Support Vector Machine with Artificial Negative Data

Mehrisadat Makki Alamdari, Nguyen Lu Dang Khoa, Yang Wang, 2016, CIKM.

A Bayesian Classifier for Learning from Tensorial Data

James Bailey, Kotagiri Ramamohanarao, Fang Chen, 2013, ECML/PKDD.

WTEN: An Advanced Coupled Tensor Factorization Strategy for Learning from Imbalanced Data

Kotagiri Ramamohanarao, Wei Liu, Thanh Pham, 2016, WISE.

DDL‐QoS: A dynamic I/O scheduling strategy of QoS for HPC applications

Hai Jin, Yan Jiang, Xuanhua Shi, 2019, Concurr. Comput. Pract. Exp..

Traffic Analysis as a Service via a Unified Model

Fang Chen, Raymond K. Wong, Victor W. Chu, 2014, 2014 IEEE International Conference on Services Computing.

Coupled Collaborative Filtering for Context-aware Recommendation

Longbing Cao, Guodong Long, Wei Liu, 2015, AAAI.

SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs

James Bailey, Kotagiri Ramamohanarao, Christopher Leckie, 2012, KDD.

Concept Detection based on Multi-label Classification and Image Captioning Approach - DAMO at ImageCLEF 2019

Xian-Sheng Hua, Yu Wang, Chao Liu, 2019, CLEF.

A Dynamic Management Information System Based on ZigBee Technology for Instruments and Equipments of Experimental Centre

Jun Zhang, Yi Yang, Wei Liu, 2013 .

The urbanization efficiency in Chengdu City: An estimation based on a three-stage DEA model

Fan Zhang, Wei Liu, Siqi Jia, 2017 .

Trial and error method for optimal tradable credit schemes: The network case

Hai Yang, Deren Han, Xiaolei Wang, 2014 .

Unfolding and Flat Layout Design of Non-Manifold 3D Folded Structures

Kang Tai, Wei Liu, G. Thimm, 2004 .

Channel equalization and beamforming for quaternion-valued wireless communication systems

Wei Liu, 2018 .