Estimating the Generalization Performance of Polynomial SVM Classifier for Text Categorization [J]

Jian-Tao SUN , Chong-Hui GUO , Yu-Chang LU , Chun-Yi SHI
Journal of Computer Research and Development 8

2004
Distance metric learning under covariate shift

Qiang Yang , Xiaochuan Ni , Jian-Tao Sun , Bin Cao
international joint conference on artificial intelligence 1204 -1210

22
2011
GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification

Ben-Yu Zhang , Jian-Tao Sun , Wei-Ying Ma , Zheng Chen
web intelligence 299 -305

16
2004
Detect and track latent factors with online nonnegative matrix factorization

Xuanhui Wang , Qiang Yang , Jian-Tao Sun , Dou Shen
international joint conference on artificial intelligence 2689 -2694

144
2007
DirichletRank: Ranking Web Pages Against Link Spams

Xuanhui Wang , Jian-Tao Sun , ChengXiang Zhai , Tao Tao

2005
Web-page summarization using clickthrough data

Jian-Tao Sun , Dou Shen , Hua-Jun Zeng , Qiang Yang
international acm sigir conference on research and development in information retrieval 194 -201

98
2005
Shine: search heterogeneous interrelated entities

Xuanhui Wang , Jian-Tao Sun , Zheng Chen
conference on information and knowledge management 583 -592

6
2007
Probabilistic Similarity Query on Dimension Incomplete Data

Wei Cheng , Xiaoming Jin , Jian-Tao Sun
international conference on data mining 81 -90

3
2009
A classification approach to coreference in discharge summaries: 2011 i2b2 challenge

Yan Xu , Jiahua Liu , Jiajun Wu , Yue Wang
Journal of the American Medical Informatics Association 19 ( 5) 897 -905

19
2012
Context-aware query classification

Huanhuan Cao , Derek Hao Hu , Dou Shen , Daxin Jiang
international acm sigir conference on research and development in information retrieval 3 -10

228
2009
Query enrichment for web-query classification

Dou Shen , Rong Pan , Jian-Tao Sun , Jeffrey Junfeng Pan
ACM Transactions on Information Systems 24 ( 3) 320 -352

119
2006
Text classification improved through multigram models

Dou Shen , Jian-Tao Sun , Qiang Yang , Zheng Chen
Proceedings of the 15th ACM international conference on Information and knowledge management - CIKM '06 672 -681

10
2006
Mining mobile users' activities based on search query text and context

Bingyue Peng , Yujing Wang , Jian-Tao Sun
knowledge discovery and data mining 109 -120

3
2012
Effective multi-label active learning for text classification

Bishan Yang , Jian-Tao Sun , Tengjiao Wang , Zheng Chen
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09 917 -926

201
2009
A practical system of keyphrase extraction for web pages

Mo Chen , Jian-Tao Sun , Hua-Jun Zeng , Kwok-Yan Lam
Proceedings of the 14th ACM international conference on Information and knowledge management - CIKM '05 277 -278

27
2005
Cross-domain sentiment classification via spectral feature alignment

Sinno Jialin Pan , Xiaochuan Ni , Jian-Tao Sun , Qiang Yang
the web conference 751 -760

903
2010
Cross lingual text classification by mining multilingual topics from wikipedia

Xiaochuan Ni , Jian-Tao Sun , Jian Hu , Zheng Chen
web search and data mining 375 -384

51
2011
Q2C@UST: our winning solution to query classification in KDDCUP 2005

Dou Shen , Rong Pan , Jian-Tao Sun , Jeffrey Junfeng Pan
Sigkdd Explorations 7 ( 2) 100 -110

112
2005
Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization

Bin Cao , Qiang Yang , Jian-Tao Sun , Zheng Chen
Data Mining and Knowledge Discovery 22 ( 3) 393 -418

2
2011
Feature selection in a kernel space

Bin Cao , Dou Shen , Jian-Tao Sun , Qiang Yang
international conference on machine learning 121 -128

75
2007