| 2009 |
18 | | Yongsong Qin,
Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
POP algorithm: Kernel-based imputation to treat missing values in knowledge discovery from databases.
Expert Syst. Appl. 36(2): 2794-2804 (2009) |
17 | | Yongsong Qin,
Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Estimating confidence intervals for structural differences between contrast groups with missing data.
Expert Syst. Appl. 36(3): 6431-6438 (2009) |
16 | | Shichao Zhang,
Jilian Zhang,
Zhi Jin:
A decremental algorithm of frequent itemset maintenance for mining updated databases.
Expert Syst. Appl. 36(8): 10890-10895 (2009) |
15 | | HweeHwa Pang,
Jilian Zhang,
Kyriakos Mouratidis:
Scalable Verification for Outsourced Dynamic Databases.
PVLDB 2(1): 802-813 (2009) |
14 | | Shichao Zhang,
Zhi Jin,
Xiaofeng Zhu,
Jilian Zhang:
Missing Data Analysis: A Kernel-Based Multi-Imputation Approach.
Transactions on Computational Science 3: 122-142 (2009) |
| 2008 |
13 | | Shichao Zhang,
Zifang Huang,
Jilian Zhang,
Xiaofeng Zhu:
Mining follow-up correlation patterns from time-related databases.
Knowl. Inf. Syst. 14(1): 81-100 (2008) |
12 | | Shichao Zhang,
Jilian Zhang,
Xiaofeng Zhu,
Yongsong Qin,
Chengqi Zhang:
Missing Value Imputation Based on Data Clustering.
Transactions on Computational Science 1: 128-138 (2008) |
| 2007 |
11 | | Jilian Zhang,
Shichao Zhang,
Xiaofeng Zhu,
Xindong Wu,
Chengqi Zhang:
Measuring the Uncertainty of Differences for Contrasting Groups.
AAAI 2007: 1920-1921 |
10 | | Xiaofeng Zhu,
Shichao Zhang,
Jilian Zhang,
Chengqi Zhang:
Cost-Sensitive Imputing Missing Values with Ordering.
AAAI 2007: 1922-1923 |
9 | | Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Cost-Time Sensitive Decision Tree with Missing Values.
KSEM 2007: 447-459 |
8 | | Chengqi Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Yongsong Qin,
Shichao Zhang:
GBKII: An Imputation Method for Missing Values.
PAKDD 2007: 1080-1087 |
7 | | Yongsong Qin,
Shichao Zhang,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Semi-parametric optimization for missing data imputation.
Appl. Intell. 27(1): 79-88 (2007) |
6 | | Shichao Zhang,
Jilian Zhang,
Chengqi Zhang:
EDUA: An efficient algorithm for dynamic database mining.
Inf. Sci. 177(13): 2756-2767 (2007) |
| 2006 |
5 | | Shichao Zhang,
Yongsong Qin,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Kernel-Based Multi-Imputation for Missing Data.
AMT 2006: 106-111 |
4 | | Huijing Huang,
Yongsong Qin,
Xiaofeng Zhu,
Jilian Zhang,
Shichao Zhang:
Difference Detection Between Two Contrast Sets.
DaWaK 2006: 481-490 |
3 | | Shichao Zhang,
Jilian Zhang,
Xiaofeng Zhu,
Zifang Huang:
Identifying Follow-Correlation Itemset-Pairs.
ICDM 2006: 765-774 |
2 | | Shichao Zhang,
Yongsong Qin,
Xiaofeng Zhu,
Jilian Zhang,
Chengqi Zhang:
Optimized Parameters for Missing Data Imputation.
PRICAI 2006: 1010-1016 |
| 2005 |
1 | | Shichao Zhang,
Xindong Wu,
Jilian Zhang,
Chengqi Zhang:
A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases.
DaWaK 2005: 305-314 |