Yuming Ou

According to our database, Yuming Ou authored at least 29 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence.

Artur Grigorev, Khaled Saleh, Yuming Ou

CoRR, 2024

Integrating Large Language Models for Severity Classification in Traffic Incident Management: A Machine Learning Approach.

Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana Simona Mihaita

CoRR, 2024

Fourier Graph Convolution Transformer for Financial Multivariate Time Series Forecasting.

Junxian Zhou, Shoujin Wang, Yuming Ou

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Modelling public transport disruptions and impact by smart-card data.

Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Hanna Grzybowska

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Metro Ridership Forecasting using Inter-Station-Aware Transformer Networks.

Khaled Saleh, Adriana Simona Mihaita, Yuming Ou

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Traffic disruption modelling with mode shift in multi-modal networks.

Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Sajjad Shafiei, Hanna Grzybowska, Kai Qin, Gary Tan, Mo Li, Hussein Dia

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2020

Dynamic Train Demand Estimation and Passenger Assignment.

Yuming Ou, Adriana Simona Mihaita, Fang Chen

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2014

Coupled K-Nearest Centroid Classification for Non-iid Data.

Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao

Trans. Comput. Collect. Intell., 2014

Behavior Informatics: A New Perspective.

Longbing Cao, Thorsten Joachims, Can Wang, Éric Gaussier, Jinjiu Li, Yuming Ou, Dan Luo, Reza Zafarani, Huan Liu, Guandong Xu, Zhiang Wu, Gabriella Pasi, Ya Zhang, Xiaokang Yang, Hongyuan Zha, Edoardo Serra, V. S. Subrahmanian

IEEE Intell. Syst., 2014

A Coupled Similarity Kernel for Pairwise Support Vector Machine.

Mu Li, Jinjiu Li, Yuming Ou, Longbing Cao

Proceedings of the Agents and Data Mining Interaction - 10th International Workshop, 2014

2013

Effective detection of sophisticated online banking fraud on extremely imbalanced data.

Wei Wei, Jinjiu Li, Longbing Cao, Yuming Ou, Jiahang Chen

World Wide Web, 2013

Learning Heterogeneous Coupling Relationships Between Non-IID Terms.

Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao

Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

2012

Coupled Behavior Analysis with Applications.

Longbing Cao, Yuming Ou, Philip S. Yu

IEEE Trans. Knowl. Data Eng., 2012

System Modeling of a Smart-Home Healthy Lifestyle Assistant.

Xinhua Zhu, Yaxin Yu, Yuming Ou, Dan Luo, Chengqi Zhang, Jiahang Chen

Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

2011

Coupled nominal similarity in unsupervised learning.

Can Wang, Longbing Cao, Mingchun Wang, Jinjiu Li, Wei Wei, Yuming Ou

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning.

Xiangjun Dong, Zhigang Zheng, Longbing Cao, Yanchang Zhao, Chengqi Zhang, Jinjiu Li, Wei Wei, Yuming Ou

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors.

Longbing Cao, Yuming Ou, Philip S. Yu, Gang Wei

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009

Adaptive Anomaly Detection of Coupled Activity Sequences.

Yuming Ou, Longbing Cao, Chengqi Zhang

IEEE Intell. Informatics Bull., 2009

2008

Market Microstructure Patterns Powering Trading and Surveillance Agents.

Longbing Cao, Yuming Ou

J. Univers. Comput. Sci., 2008

Agent-based evolutionary optimisation of trading strategies.

Jiarui Ni, Dan Luo, Yuming Ou, Chao Luo

Int. J. Intell. Inf. Database Syst., 2008

Mining Exceptional Activity Patterns in Microstructure Data.

Yuming Ou, Longbing Cao, Chao Luo, Li Liu

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation.

Yuming Ou, Longbing Cao, Chao Luo, Chengqi Zhang

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Outlier Mining on Multiple Time Series Data in Stock Market.

Chao Luo, Yanchang Zhao, Longbing Cao, Yuming Ou, Li Liu

Proceedings of the PRICAI 2008: Trends in Artificial Intelligence, 2008

Exception Mining on Multiple Time Series in Stock Market.

Chao Luo, Yanchang Zhao, Longbing Cao, Yuming Ou, Chengqi Zhang

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

2007

Mining High Impact Exceptional Behavior Patterns.

Longbing Cao, Yanchang Zhao, Fernando Figueiredo, Yuming Ou, Dan Luo

Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents.

Yuming Ou, Longbing Cao, Ting Yu, Chengqi Zhang

Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

2006

Discovering Debtor Patterns of Centrelink Customers.

Yanchang Zhao, Longbing Cao, Yvonne Morrow, Yuming Ou, Jiarui Ni, Chengqi Zhang

Proceedings of the Data Mining and Analytics 2006, 2006

2005

Identifying Interesting Customers through Web Log Classification.

Jeffrey Xu Yu, Yuming Ou, Chengqi Zhang, Shichao Zhang

IEEE Intell. Syst., 2005

2004

Is Minimum-Support Appropriate to Identifying Large Itemsets?

Shichao Zhang, Li Liu, Jingli Lu, Yuming Ou

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004