Yuming Ou

32 papers A* 1A 2B 4Misc 1Journal 12Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
AME: Aligned Manifold Entropy for Robust Vision-Language Distillation.
CoRR
Guiming Cao, Yuming Ou
2025 J jnl
Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification.
Int. J. Intell. Transp. Syst. Res.
Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana Simona Mihaita
2025 — conf
Self-generated Cross-Modal Prompt Tuning.
ECML/PKDD (3)
Guiming Cao, Zonghan Wu, Huan Huo, Yuming Ou, Guandong Xu
2024 B conf
Fourier Graph Convolution Transformer for Financial Multivariate Time Series Forecasting.
IJCNN
Junxian Zhou, Shoujin Wang, Yuming Ou
2024 J jnl
IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence.
CoRR
Artur Grigorev, Khaled Saleh, Yuming Ou
2024 J jnl
Integrating Large Language Models for Severity Classification in Traffic Incident Management: A Machine Learning Approach.
CoRR
Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana Simona Mihaita
2023 — conf
Metro Ridership Forecasting using Inter-Station-Aware Transformer Networks.
ITSC
Khaled Saleh, Adriana Simona Mihaita, Yuming Ou
2023 — conf
Modelling public transport disruptions and impact by smart-card data.
ITSC
Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Hanna Grzybowska
2022 — conf
Traffic disruption modelling with mode shift in multi-modal networks.
ITSC
Dong Zhao, Adriana Simona Mihaita, Yuming Ou, Sajjad Shafiei, Hanna Grzybowska, Kai Qin, Gary Tan, Mo Li, Hussein Dia
2020 — conf
Dynamic Train Demand Estimation and Passenger Assignment.
ITSC
Yuming Ou, Adriana Simona Mihaita, Fang Chen
2014 — conf
A Coupled Similarity Kernel for Pairwise Support Vector Machine.
ADMI
Mu Li, Jinjiu Li, Yuming Ou, Longbing Cao
2014 J jnl
Behavior Informatics: A New Perspective.
IEEE Intell. Syst.
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
2014 J jnl
Coupled K-Nearest Centroid Classification for Non-iid Data.
Trans. Comput. Collect. Intell.
Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao
2013 J jnl
Effective detection of sophisticated online banking fraud on extremely imbalanced data.
World Wide Web
Wei Wei, Jinjiu Li, Longbing Cao, Yuming Ou, Jiahang Chen
2013 — conf
Learning Heterogeneous Coupling Relationships Between Non-IID Terms.
ADMI
Mu Li, Jinjiu Li, Yuming Ou, Ya Zhang, Dan Luo, Maninder Bahtia, Longbing Cao
2012 J jnl
Coupled Behavior Analysis with Applications.
IEEE Trans. Knowl. Data Eng.
Longbing Cao, Yuming Ou, Philip S. Yu
2012 — conf
System Modeling of a Smart-Home Healthy Lifestyle Assistant.
ADMI
Xinhua Zhu, Yaxin Yu, Yuming Ou, Dan Luo, Chengqi Zhang, Jiahang Chen
2011 A conf
Coupled nominal similarity in unsupervised learning.
CIKM
Can Wang, Longbing Cao, Mingchun Wang, Jinjiu Li, Wei Wei, Yuming Ou
2011 A conf
e-NSP: efficient negative sequential pattern mining based on identified positive patterns without database rescanning.
CIKM
Xiangjun Dong, Zhigang Zheng, Longbing Cao, Yanchang Zhao, Chengqi Zhang, Jinjiu Li, Wei Wei, Yuming Ou
2010 A* conf
Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors.
KDD
Longbing Cao, Yuming Ou, Philip S. Yu, Gang Wei
2009 J jnl
Adaptive Anomaly Detection of Coupled Activity Sequences.
IEEE Intell. Informatics Bull.
Yuming Ou, Longbing Cao, Chengqi Zhang
2008 J jnl
Agent-based evolutionary optimisation of trading strategies.
Int. J. Intell. Inf. Database Syst.
Jiarui Ni, Dan Luo, Yuming Ou, Chao Luo
2008 B conf
Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation.
PRICAI
Yuming Ou, Longbing Cao, Chao Luo, Chengqi Zhang
2008 — conf
Exception Mining on Multiple Time Series in Stock Market.
Web Intelligence/IAT Workshops
Chao Luo, Yanchang Zhao, Longbing Cao, Yuming Ou, Chengqi Zhang
2008 J jnl
Market Microstructure Patterns Powering Trading and Surveillance Agents.
J. Univers. Comput. Sci.
Longbing Cao, Yuming Ou
2008 — conf
Mining Exceptional Activity Patterns in Microstructure Data.
Web Intelligence
Yuming Ou, Longbing Cao, Chao Luo, Li Liu
2008 B conf
Outlier Mining on Multiple Time Series Data in Stock Market.
PRICAI
Chao Luo, Yanchang Zhao, Longbing Cao, Yuming Ou, Li Liu
2007 — conf
Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents.
Web Intelligence/IAT Workshops
Yuming Ou, Longbing Cao, Ting Yu, Chengqi Zhang
2007 — conf
Mining High Impact Exceptional Behavior Patterns.
PAKDD Workshops
Longbing Cao, Yanchang Zhao, Fernando Figueiredo, Yuming Ou, Dan Luo
2006 Misc conf
Discovering Debtor Patterns of Centrelink Customers.
AusDM
Yanchang Zhao, Longbing Cao, Yvonne Morrow, Yuming Ou, Jiarui Ni, Chengqi Zhang
2005 J jnl
Identifying Interesting Customers through Web Log Classification.
IEEE Intell. Syst.
Jeffrey Xu Yu, Yuming Ou, Chengqi Zhang, Shichao Zhang
2004 B conf
Is Minimum-Support Appropriate to Identifying Large Itemsets?
PRICAI
Shichao Zhang, Li Liu, Jingli Lu, Yuming Ou