Han Liu

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2011
41Compressive Network Analysis. Xiaoye Jiang, Yuan Yao, Han Liu, Leonidas J. Guibas. CoRR (abs/1104.4605) (2011). Web SearchBibTeXDownload
40Exploiting context aware category discovery for image labeling. Han Liu, Yanyun Qu. ICIMCS 2011, 112-115. Web SearchBibTeXDownload
39Distributed Classification for Pocket Data Mining. Frederic T. Stahl, Mohamed Medhat Gaber, Han Liu, Max Bramer, Philip S. Yu. ISMIS 2011, 336-345. Web SearchBibTeXDownload
38Forest Density Estimation. Han Liu, Min Xu, Haijie Gu, Anupam Gupta, John D. Lafferty, Larry A. Wasserman. Journal of Machine Learning Research (12): 907-951 (2011). Web SearchBibTeXDownload
2010
37Learning Spatial-Temporal Varying Graphs with Applications to Climate Data Analysis. Xi Chen, Yan Liu, Han Liu, Jaime G. Carbonell. AAAI 2010. Web SearchBibTeXDownload
36Forest Density Estimation. Han Liu, Min Xu, Haijie Gu, Anupam Gupta, John D. Lafferty, Larry A. Wasserman. COLT 2010, 394-406. Web SearchBibTeXDownload
35The Group Dantzig Selector. Han Liu, Jian Zhang, Xiaoye Jiang, Jun Liu. Journal of Machine Learning Research - Proceedings Track (9): 461-468 (2010). Web SearchBibTeXDownload
34Graph-Valued Regression. Han Liu, Xi Chen, John D. Lafferty, Larry A. Wasserman. NIPS 2010, 1423-1431. Web SearchBibTeXDownload
33Multivariate Dyadic Regression Trees for Sparse Learning Problems. Han Liu, Xi Chen. NIPS 2010, 1441-1449. Web SearchBibTeXDownload
32Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models. Han Liu, Kathryn Roeder, Larry A. Wasserman. NIPS 2010, 1432-1440. Web SearchBibTeXDownload
31Mining Historic Query Trails to Label Long and Rare Search Engine Queries. Peter Bailey, Ryen W. White, Han Liu, Giridhar Kumaran. TWEB (4) (2010). Web SearchBibTeXDownload
2009
30A neural network approach for least squares support vector machines learning. Han Liu, Ding Liu. CDC 2009, 7297-7302. Web SearchBibTeXDownload
29A Framework for Efficient Association Rule Mining in XML Data. Ji Zhang, Han Liu, Tok Wang Ling, Robert M. Bruckner, A. Min Tjoa. Database Technologies: Concepts, Methodologies, Tools, and Applications 2009, 505-526. Web SearchBibTeXDownload
28Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery. Han Liu, Mark Palatucci, Jian Zhang. ICML 2009, 82. Web SearchBibTeXDownload
27The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs. Han Liu, John D. Lafferty, Larry A. Wasserman. Journal of Machine Learning Research (10): 2295-2328 (2009). Web SearchBibTeXDownload
26Estimation Consistency of the Group Lasso and its Applications. Han Liu, Jian Zhang. Journal of Machine Learning Research - Proceedings Track (5): 376-383 (2009). Web SearchBibTeXDownload
25Nonparametric Greedy Algorithms for the Sparse Learning Problem. Han Liu, Xi Chen. NIPS 2009, 1141-1149. Web SearchBibTeXDownload
2008
24Nonparametric regression and classification with joint sparsity constraints. Han Liu, John D. Lafferty, Larry A. Wasserman. NIPS 2008, 969-976. Web SearchBibTeXDownload
23Network Coding for P2P Live Media Streaming. Han Liu, Xiaodong Tu, Jun Xie. NPC Workshops 2008, 392-398. Web SearchBibTeXDownload
22Network Coding for Information Exchange between Multiple Nodes in Wireless Networks. Han Liu, Xiaoyang Wang, Xiaodong Tu, Shaoqian Li. VTC Spring 2008, 51-55. Web SearchBibTeXDownload
2007
21Sparse Nonparametric Density Estimation in High Dimensions Using the Rodeo. Han Liu, John D. Lafferty, Larry A. Wasserman. Journal of Machine Learning Research - Proceedings Track (2): 283-290 (2007). Web SearchBibTeXDownload
20SpAM: Sparse Additive Models. Pradeep D. Ravikumar, Han Liu, John D. Lafferty, Larry A. Wasserman. NIPS 2007. Web SearchBibTeXDownload
2006
19Double Inverted Pendulum Control Based on Support Vector Machines and Fuzzy Inference. Han Liu, Haiyan Wu, Fucai Qian. ISNN (2) 2006, 1124-1130. Web SearchBibTeXDownload
18A Framework for Efficient Association Rule Mining in XML Data. Ji Zhang, Han Liu, Tok Wang Ling, Robert M. Bruckner, A. Min Tjoa. J. Database Manag. (17): 19-40 (2006). Web SearchBibTeXDownload
17Towards the Prediction of Protein Abundance from Tandem Mass Spectrometry Data. Anthony J. Bonner, Han Liu. SDM 2006. Web SearchBibTeXDownload
2005
16D-GridMST: Clustering Large Distributed Spatial Databases. Ji Zhang, Han Liu. Classification and Clustering for Knowledge Discovery 2005, 61-72. Web SearchBibTeXDownload
15Visual Sign Language Recognition Based on HMMs and Auto-regressive HMMs. Xiaolin Yang, Feng Jiang, Han Liu, Hongxun Yao, Wen Gao, Chunli Wang. Gesture Workshop 2005, 80-83. Web SearchBibTeXDownload
14A Generalized Real-Time Obstacle Avoidance Method Without the Cspace Calculation. Yong-Ji Wang, Matthew Cartmell, Qiu-Ming Tao, Han Liu. J. Comput. Sci. Technol. (20): 774-787 (2005). Web SearchBibTeXDownload
13XAR-miner: efficient association rules mining for XML data. Sheng Zhang, Ji Zhang, Han Liu, Wei Wang. WWW (Special interest tracks and posters) 2005, 894-895. Web SearchBibTeXDownload
12X-warehouse: building query pattern-driven data. Ji Zhang, Wei Wang, Han Liu, Sheng Zhang. WWW (Special interest tracks and posters) 2005, 896-897. Web SearchBibTeXDownload
2004
11A User-Oriented Model-Driven Requirements Elicitation Process based on User Modeling. Han Liu, Chao Li, Jizhe Wang, Qing Wang, Mingshu Li. Computer Supported Acitivity Coordination 2004, 174-184. Web SearchBibTeX
10PC-Filter: A Robust Filtering Technique for Duplicate Record Detection in Large Databases. Ji Zhang, Tok Wang Ling, Robert M. Bruckner, Han Liu. DEXA 2004, 486-496. Web SearchBibTeXDownload
9On Efficient and Effective Association Rule Mining from XML Data. Ji Zhang, Tok Wang Ling, Robert M. Bruckner, A. Min Tjoa, Han Liu. DEXA 2004, 497-507. Web SearchBibTeXDownload
8An Efficient Method to Estimate Labelled Sample Size for Transductive LDA(QDA/MDA) Based on Bayes Risk. Han Liu, Xiaobin Yuan, Qianying Tang, Rafal Kustra. ECML 2004, 274-285. Web SearchBibTeXDownload
7Statistical Issues with Labeled Sample Size Analysis for Semi-Supervised Linear Discriminant Analysis. Han Liu, Di Wu, Ji Zhang, Xiaolin Yang, Xiaobin Yuan, Rafal Kustra. IC-AI 2004, 1007-1012. Web SearchBibTeX
6A Novel Dimensionality Reduction Technique Based on Independent Component Analysis for Modeling Microarray Gene Expression Data. Han Liu, Rafal Kustra, Ji Zhang. IC-AI 2004, 1133-1139. Web SearchBibTeX
5Generalized Semi-Infinite Optimization and its Application in Robotics' Path Planning Problem. Han Liu, Xiaolin Yang, Ji Zhang, Yongji Wang. IC-AI 2004, 1147-1153. Web SearchBibTeX
4An Effective and Efficient Data Cleaning Technique in Large Databases. Ji Zhang, Han Liu. IKE 2004, 501-504. Web SearchBibTeX
3An Extended Linear Strategy Bridging the Gap between Regression and SVD Decomposition for Modeling Peptide Tandem Mass Spectrometry Data. Han Liu. METMBS 2004, 491. Web SearchBibTeX
2A robot path planning approach based on generalized semi-infinite optimization. Han Liu, Qianying Tang, Yongji Wang. RAM 2004, 768-773. Web SearchBibTeXDownload
2003
1A Context-Aware User-Adaptive Supporting System for Goal-Oriented Requirements Elicitation Process. Chao Li, Han Liu, Jizhe Wang, Qing Wang, Mingshu Li. ICEIS (3) 2003, 347-356. Web SearchBibTeX
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