Dou Shen

Xiang Wang, Xiaoming Jin, Mengen Chen, Kai Zhang, Dou Shen: Topic Mining over Asynchronous Text Sequences. IEEE Trans. Knowl. Data Eng. 24(1): 156-169 (2012)

Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang: Transfer Learning with Graph Co-Regularization. AAAI 2012

Mengen Chen, Xiaoming Jin, Dou Shen: Short Text Classification Improved by Learning Multi-Granularity Topics. IJCAI 2011: 1776-1781

Xiao Li, Ye-Yi Wang, Dou Shen, Alex Acero: Learning with click graph for query intent classification. ACM Trans. Inf. Syst. 28(3) (2010)

Bin Cao, Dou Shen, Kuansan Wang, Qiang Yang: Clickthrough Log Analysis by Collaborative Ranking. AAAI 2010

Mingsheng Long, Wei Cheng, Xiaoming Jin, Jianmin Wang, Dou Shen: Transfer Learning via Cluster Correspondence Inference. ICDM 2010: 917-922

Ning Liu, Jun Yan, Dou Shen, Depin Chen, Zheng Chen, Ying Li: Learning to rank audience for behavioral targeting. SIGIR 2010: 719-720

Derek Hao Hu, Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Context-Aware Online Commercial Intention Detection. ACML 2009: 135-149

Dou Shen, Ying Li, Xiao Li, Dengyong Zhou: Product query classification. CIKM 2009: 741-750

Dou Shen, Jianmin Wu, Bin Cao, Jian-Tao Sun, Qiang Yang, Zheng Chen, Ying Li: Exploiting term relationship to boost text classification. CIKM 2009: 1637-1640

Huanhuan Cao, Derek Hao Hu, Dou Shen, Daxin Jiang, Jian-Tao Sun, Enhong Chen, Qiang Yang: Context-aware query classification. SIGIR 2009: 3-10

Xiang Wang, Kai Zhang, Xiaoming Jin, Dou Shen: Mining common topics from multiple asynchronous text streams. WSDM 2009: 192-201

Dou Shen: Text Categorization. Encyclopedia of Database Systems 2009: 3041-3044

Dou Shen: Text Summarization. Encyclopedia of Database Systems 2009: 3079-3083

Ying Li, Arun C. Surendran, Dou Shen (Eds.): Proceedings of the 3rd ACM SIGKDD Workshop on Data Mining and Audience Intelligence for Advertising, Paris, France, June 28, 2009. ACM 2009, isbn 978-1-60558-671-7

Dou Shen, Arun C. Surendran, Ying Li: Report on the second KDD workshop on data mining for advertising. SIGKDD Explorations 10(2): 47-50 (2008)

Jie Yin, Qiang Yang, Dou Shen, Ze-Nian Li: Activity recognition via user-trace segmentation. TOSN 4(4) (2008)

Sinno Jialin Pan, Dou Shen, Qiang Yang, James T. Kwok: Transferring Localization Models across Space. AAAI 2008: 1383-1388

Vincent Wenchen Zheng, Evan Wei Xiang, Qiang Yang, Dou Shen: Transferring Localization Models over Time. AAAI 2008: 1421-1426

Dou Shen, Toby Walker, Zijian Zheng, Qiang Yang, Ying Li: Personal name classification in web queries. WSDM 2008: 149-158

Dou Shen, Qiang Yang, Zheng Chen: Noise reduction through summarization for Web-page classification. Inf. Process. Manage. 43(6): 1735-1747 (2007)

Ying Li, Arun C. Surendran, Dou Shen: Data mining and audience intelligence for advertising. SIGKDD Explorations 9(2): 96-99 (2007)

Dou Shen, Min Qin, Weizhu Chen, Qiang Yang, Zheng Chen: Mining Web Query Hierarchies from Clickthrough Data. AAAI 2007: 341-346

Jinlong Wang, Congfu Xu, Dou Shen, Guojing Luo, Xueyu Geng: Understanding Topic Influence Based on Module Network. ICADL 2007: 391-399

Bin Cao, Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Feature selection in a kernel space. ICML 2007: 121-128

Bin Cao, Dou Shen, Jian-Tao Sun, Xuanhui Wang, Qiang Yang, Zheng Chen: Detect and Track Latent Factors with Online Nonnegative Matrix Factorization. IJCAI 2007: 2689-2694

Dou Shen, Jian-Tao Sun, Hua Li, Qiang Yang, Zheng Chen: Document Summarization Using Conditional Random Fields. IJCAI 2007: 2862-2867

Rong Pan, Junhui Zhao, Vincent Wenchen Zheng, Jeffrey Junfeng Pan, Dou Shen, Sinno Jialin Pan, Qiang Yang: Domain-constrained semi-supervised mining of tracking models in sensor networks. KDD 2007: 1023-1027

Gui-Rong Xue, Yong Yu, Dou Shen, Qiang Yang, Hua-Jun Zeng, Zheng Chen: Reinforcing Web-object Categorization Through Interrelationships. Data Min. Knowl. Discov. 12(2-3): 229-248 (2006)

Dou Shen, Rong Pan, Jian-Tao Sun, Jeffrey Junfeng Pan, Kangheng Wu, Jie Yin, Qiang Yang: Query enrichment for web-query classification. ACM Trans. Inf. Syst. 24(3): 320-352 (2006)

Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Text classification improved through multigram models. CIKM 2006: 672-681

Dou Shen, Jian-Tao Sun, Qiang Yang, Hui Zhao, Zheng Chen: Text Classification Improved through Automatically Extracted Sequences. ICDE 2006: 121

Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Latent Friend Mining from Blog Data. ICDM 2006: 552-561

Hua Li, Dou Shen, Benyu Zhang, Zheng Chen, Qiang Yang: Adding Semantics to Email Clustering. ICDM 2006: 938-942

Dou Shen, Qiang Yang, Jian-Tao Sun, Zheng Chen: Thread detection in dynamic text message streams. SIGIR 2006: 35-42

Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Building bridges for web query classification. SIGIR 2006: 131-138

Jian-Tao Sun, Xuanhui Wang, Dou Shen, Hua-Jun Zeng, Zheng Chen: CWS: a comparative web search system. WWW 2006: 467-476

Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: A comparison of implicit and explicit links for web page classification. WWW 2006: 643-650

Jian-Tao Sun, Xuanhui Wang, Dou Shen, Hua-Jun Zeng, Zheng Chen: Mining clickthrough data for collaborative web search. WWW 2006: 947-948

Dou Shen, Rong Pan, Jian-Tao Sun, Jeffrey Junfeng Pan, Kangheng Wu, Jie Yin, Qiang Yang: Q²C@UST: our winning solution to query classification in KDDCUP 2005. SIGKDD Explorations 7(2): 100-110 (2005)

Jie Yin, Dou Shen, Qiang Yang, Ze-Nian Li: Activity Recognition through Goal-Based Segmentation. AAAI 2005: 28-34

Jian-Tao Sun, Dou Shen, Hua-Jun Zeng, Qiang Yang, Yuchang Lu, Zheng Chen: Web-page summarization using clickthrough data. SIGIR 2005: 194-201

Xuanhui Wang, Dou Shen, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma: Web page clustering enhanced by summarization. CIKM 2004: 242-243

Gui-Rong Xue, Dou Shen, Qiang Yang, Hua-Jun Zeng, Zheng Chen, Yong Yu, Wensi Xi, Wei-Ying Ma: IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects. ICDM 2004: 273-280

Dou Shen, Zheng Chen, Qiang Yang, Hua-Jun Zeng, Benyu Zhang, Yuchang Lu, Wei-Ying Ma: Web-page classification through summarization. SIGIR 2004: 242-249