| 2009 | ||
|---|---|---|
| 27 | Hao Zheng, Xingyi Hang, Ji Zhu, Minping Qian, Wubin Qu, Chenggang Zhang, Minghua Deng: REMAS: a new regression model to identify alternative splicing events from exon array data. BMC Bioinformatics 10(S-1): (2009) | |
| 2008 | ||
| 26 | Li Wang, Ji Zhu, Hui Zou: Hybrid huberized support vector machines for microarray classification and gene selection. Bioinformatics 24(3): 412-419 (2008) | |
| 2007 | ||
| 25 | Lacey Gunter, Ji Zhu, Susan Murphy: Variable Selection for Optimal Decision Making. AIME 2007: 149-154 | |
| 24 | Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu: l1 Regularization in Infinite Dimensional Feature Spaces. COLT 2007: 544-558 | |
| 23 | Li Wang, Ji Zhu, Hui Zou: Hybrid huberized support vector machines for microarray classification. ICML 2007: 983-990 | |
| 22 | Ji Zhu, Hui Zou: Variable Selection for the Linear Support Vector Machine. Trends in Neural Computation 2007: 35-59 | |
| 21 | Youjuan Li, Ji Zhu: Analysis of array CGH data for cancer studies using fused quantile regression. Bioinformatics 23(18): 2470-2476 (2007) | |
| 20 | Sijian Wang, Ji Zhu: Improved centroids estimation for the nearest shrunken centroid classifier. Bioinformatics 23(8): 972-979 (2007) | |
| 19 | Lacey Gunter, Ji Zhu: Efficient Computation and Model Selection for the Support Vector Regression. Neural Computation 19(6): 1633-1655 (2007) | |
| 2006 | ||
| 18 | David Abramson, Amanda Lynch, Hiroshi Takemiya, Yusuke Tanimura, Susumu Date, Haruki Nakamura, Karpjoo Jeong, Suntae Hwang, Ji Zhu, Zhonghua Lu, Céline Amoreira, Kim Baldridge, Hurng-Chun Lee, Chi-Wei Wang, Horng-Liang Shih, Tomas E. Molina, Wilfred W. Li, Peter W. Arzberger: Deploying Scientific Applications to the PRAGMA Grid Testbed: Strategies and Lessons. CCGRID 2006: 241-248 | |
| 17 | Ji Zhu, Ang Guo, Zhonghua Lu, Yongwei Wu, Bin Shen, Xuebin Chi: Analysis of the Bioinformatics Grid Technique Applications in China. CCGRID 2006: 44 | |
| 16 | Li Wang, Michael D. Gordon, Ji Zhu: Regularized Least Absolute Deviations Regression and an Efficient Algorithm for Parameter Tuning. ICDM 2006: 690-700 | |
| 15 | Zhili Wu, Chun-hung Li, Ji Zhu, Jian Huang: A Semi-supervised SVM for Manifold Learning. ICPR (2) 2006: 490-493 | |
| 2005 | ||
| 14 | Lacey Gunter, Ji Zhu: Computing the Solution Path for the Regularized Support Vector Regression. NIPS 2005 | |
| 2004 | ||
| 13 | Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie: A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. NIPS 2004 | |
| 12 | Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. NIPS 2004 | |
| 11 | James Mauro, Ji Zhu, Ira Pramanick: The System Recovery Benchmark. PRDC 2004: 271-280 | |
| 10 | Trevor Hastie, Saharon Rosset, Robert Tibshirani, Ji Zhu: The Entire Regularization Path for the Support Vector Machine. Journal of Machine Learning Research 5: 1391-1415 (2004) | |
| 9 | Saharon Rosset, Ji Zhu, Trevor Hastie: Boosting as a Regularized Path to a Maximum Margin Classifier. Journal of Machine Learning Research 5: 941-973 (2004) | |
| 2003 | ||
| 8 | Ira Pramanick, James Mauro, Ji Zhu: A System Recovery Benchmark for Clusters. CLUSTER 2003: 387-394 | |
| 7 | Saharon Rosset, Ji Zhu, Trevor Hastie: Boosting and support vector machines as optimal separators. DRR 2003: 1-7 | |
| 6 | Ji Zhu, James Mauro, Ira Pramanick: Robustness Benchmarking for Hardware Maintenance Events. DSN 2003: 115-122 | |
| 5 | Ji Zhu, Saharon Rosset, Trevor Hastie, Robert Tibshirani: 1-norm Support Vector Machines. NIPS 2003 | |
| 4 | Saharon Rosset, Ji Zhu, Trevor Hastie: Margin Maximizing Loss Functions. NIPS 2003 | |
| 2002 | ||
| 3 | Dong Tang, Ji Zhu, Roy Andrada: Automatic Generation of Availability Models in RAScad. DSN 2002: 488-494 | |
| 2 | Ji Zhu, Trevor Hastie: Support Vector Machines, Kernel Logistic Regression and Boosting. Multiple Classifier Systems 2002: 16-26 | |
| 2001 | ||
| 1 | Ji Zhu, Trevor Hastie: Kernel Logistic Regression and the Import Vector Machine. NIPS 2001: 1081-1088 | |