Research Topics

We are using advanced machine learning techniques to solve complex challenges in infrastructure management. Our research and publications covers areas such as failure prediction, spatial-temporal analysis, anomaly detection, and many others.

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Recent Publications

Clustering Social Audiences in Business Information Networks

Yu Zheng, Ruiqi Hu, Sai-fu Fung, Celina Yu, Guodong Long, Ting Guo, Shirui Pan

Pattern Recognition, 2019

Neural Feature Search: A Neural Architecture for Automated Feature Engineering

Xiangning Chen, Qingwei Lin, Chuan Luo, Xudong Li, Hongyu Zhang, Yong Xu, Yingnong Dang, Kaixin Sui, Xu Zhang, Bo Qiao, Weiyi Zhang, Wei Wu, Murali Chintalapati, Dongmei Zhang

IEEE International Conference on Data Mining, 2019

Concept Drift Adaption for Online Anomaly Detection in Structural Health Monitoring

Hongda Tian, Nguyen Lu Dang Khoa, Ali Anaissi, Yang Wang, Fang Chen

ACM International Conference on Information and Knowledge Management, 2019

Linking Complex Urban Systems: Insights from Cross-Domain Urban Data Analysis

Lelin Zhang, Ting Guo, Fang Chen, Peter Runcie, Bronwyn Cameron, Roger Rooney

Open Cities | Open Data: Collaborative Cities in the Information Era, 2019

Affective Audio Annotation of Public Speeches with Convolutional Clustering Neural Network

Jiahao Xu, Boyan Zhang, Zhirong Wang, Yang Wang, Fang Chen, Junbin Gao, David Dagan Feng

IEEE Transactions on Multimedia, 2019

Multiple Knowledge Transfer for Cross-Domain Recommendation

Quan Do, Sunny Verma, Fang Chen, Wei Liu

Pacific Rim International Conference on Artificial Intelligence, 2019

Discriminative Sample Generation for Deep Imbalanced Learning

Ting Guo, Xingquan Zhu, Yang Wang, Fang Chen

International Joint Conferences on Artificial Intelligence, 2019

Visual Relationship Attention for Image Captioning

Zongjian Zhan, Yang Wang, Qiang Wu, Fang Chen

International Joint Conference on Neural Networks, 2019

Multitask Learning for Sparse Failure Prediction

Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong

International Journal of Data Science and Analytics, 2019

CFOND: Consensus Factorization for Co-Clustering Networked Data

Ting Guo, Shirui Pan, Xingquan Zhu, Chengqi Zhang

IEEE Transactions on Knowledge and Data Engineering, 2019