2022

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DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction
Siyuan Ren | Bin Guo | Longbing Cao | Ke Li | Jiaqi Liu | Zhiwen Yu
2022 Volume 13 Issue 6

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Deep Learning for Search and Recommendation
Wei Liu | Kexin Xie | Linsey Pang | James Bailey | Longbing Cao | Yuxi Zhang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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VM-NSP: Vertical Negative Sequential Pattern Mining with Loose Negative Element Constraints
Wei Wang | Longbing Cao
2021 Volume 39 Issue 2

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Interactive Sequential Basket Recommendation by Learning Basket Couplings and Positive/Negative Feedback
Wei Wang | Longbing Cao
2021 Volume 39 Issue 3

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dhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream
Jinjin Guo | Zhiguo Gong | Longbing Cao
2021 Volume 12 Issue 5

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Deep Learning for Anomaly Detection: Challenges, Methods, and Opportunities
Guansong Pang | Longbing Cao | Charu Aggarwal
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

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BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values
Qinfen Wang | Siyuan Ren | Yong Xia | Longbing Cao
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2018

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GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization
Defu Lian | Kai Zheng | Yong Ge | Longbing Cao | Enhong Chen | Xing Xie
2018 Volume 36 Issue 3

2017

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Improving the Quality of Recommendations for Users and Items in the Tail of Distribution
Liang Hu | Longbing Cao | Jian Cao | Zhiping Gu | Guandong Xu | Jie Wang
2017 Volume 35 Issue 3

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Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data
Guansong Pang | Hongzuo Xu | Longbing Cao | Wentao Zhao
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

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An effective contrast sequential pattern mining approach to taxpayer behavior analysis
Zhigang Zheng | Wei Wei | Chunming Liu | Wei Cao | Longbing Cao | Maninder Bhatia
2016 Volume 19 Issue 4

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Mining preferred navigation patterns by consolidating both selection and time preferences
Bin Shen | Longbing Cao | Min Yao | Yunjun Gao
2016 Volume 19 Issue 5

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Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains
Liang Hu | Longbing Cao | Jian Cao | Zhiping Gu | Guandong Xu | Dingyu Yang
2016 Volume 35 Issue 2

2015

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Coupling learning of complex interactions
Longbing Cao
2015 Volume 51 Issue 2

2014

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Semantic Approximate Keyword Query Based on Keyword and Query Coupling Relationship Analysis
Xiangfu Meng | Longbing Cao | Jingyu Shao
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

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Effective detection of sophisticated online banking fraud on extremely imbalanced data
Wei Wei | Jinjiu Li | Longbing Cao | Yuming Ou | Jiahang Chen
2013 Volume 16 Issue 4

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Personalized recommendation via cross-domain triadic factorization
Liang Hu | Jian Cao | Guandong Xu | Longbing Cao | Zhiping Gu | Can Zhu
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2012

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Model the complex dependence structures of financial variables by using canonical vine
Wei Wei | Xuhui Fan | Jinyan Li | Longbing Cao
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

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Maximum margin clustering on evolutionary data
Xuhui Fan | Lin Zhu | Longbing Cao | Xia Cui | Yew-Soon Ong
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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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, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

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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, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011

2010

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K-farthest-neighbors-based concept boundary determination for support vector data description
Yanshan Xiao | Bo Liu | Longbing Cao
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

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Orientation distance-based discriminative feature extraction for multi-class classification
Bo Liu | Yanshan Xiao | Longbing Cao | Philip S. Yu
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010