 | 2012 |
| 16 |  | Samuel H. Huang,
Dengyao Mo,
Jarek Meller,
Michael Wagner:
Identifying a small set of marker genes using minimum expected cost of misclassification.
Artificial Intelligence in Medicine 55(1): 51-59 (2012) |
| 15 |  | Rongsheng Gong,
Samuel H. Huang:
A Kolmogorov-Smirnov statistic based segmentation approach to learning from imbalanced datasets: With application in property refinance prediction.
Expert Syst. Appl. 39(6): 6192-6200 (2012) |
| 14 |  | Dengyao Mo,
Samuel H. Huang:
Fractal-Based Intrinsic Dimension Estimation and Its Application in Dimensionality Reduction.
IEEE Trans. Knowl. Data Eng. 24(1): 59-71 (2012) |
| 2011 |
| 13 |  | Dengyao Mo,
Samuel H. Huang:
Feature selection based on inference correlation.
Intell. Data Anal. 15(3): 375-398 (2011) |
| 12 |  | Samuel H. Huang,
Hua Li,
Dengyao Mo,
Lawson R. Wulsin:
Mining large medical claims database to identify high-risk patients: The case of antidepressant utilization.
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(2): 154-163 (2011) |
| 2009 |
| 11 |  | Samuel H. Huang,
Lawson R. Wulsin,
Hua Li,
Jeff Guo:
Dimensionality reduction for knowledge discovery in medical claims database: Application to antidepressant medication utilization study.
Computer Methods and Programs in Biomedicine 93(2): 115-123 (2009) |
| 2008 |
| 10 |  | Tieming Chen,
Samuel H. Huang:
Tree parity machine-based One-Time Password authentication schemes.
IJCNN 2008: 257-261 |
| 9 |  | Rongsheng Gong,
Samuel H. Huang,
Tieming Chen:
Robust and Efficient Rule Extraction Through Data Summarization and Its Application in Welding Fault Diagnosis.
IEEE Trans. Industrial Informatics 4(3): 198-206 (2008) |
| 2007 |
| 8 |  | Ranganath Kothamasu,
Samuel H. Huang:
Adaptive Mamdani fuzzy model for condition-based maintenance.
Fuzzy Sets and Systems 158(24): 2715-2733 (2007) |
| 7 |  | Nuo Xu,
Samuel H. Huang,
Y. Kevin Rong:
Automatic setup planning: current state-of-the-art and future perspective.
IJMTM 11(2): 193-208 (2007) |
| 6 |  | Samuel H. Huang,
Ranganath Kothamasu,
Niharika Rapur:
Iterative imputation algorithms for process modeling with incomplete data.
Intell. Data Anal. 11(2): 189-202 (2007) |
| 5 |  | Kai Hu,
Samuel H. Huang:
Solving inverse problems using Particle Swarm Optimization: An application to aircraft fuel measurement considering sensor failure.
Intell. Data Anal. 11(4): 421-434 (2007) |
| 2003 |
| 4 |  | Hao Xing,
Samuel H. Huang,
J. Shi:
Rapid development of knowledge-based systems via integrated knowledge acquisition.
AI EDAM 17(3): 221-234 (2003) |
| 3 |  | Samuel H. Huang:
Dimensionality Reduction in Automatic Knowledge Acquisition: A Simple Greedy Search Approach.
IEEE Trans. Knowl. Data Eng. 15(6): 1364-1373 (2003) |
| 2002 |
| 2 |  | Samuel H. Huang,
Hao Xing:
Extract intelligible and concise fuzzy rules from neural networks.
Fuzzy Sets and Systems 132(2): 233-243 (2002) |
| 1997 |
| 1 |  | Samuel H. Huang,
Mica R. Endsley:
Providing understanding of the behavior of feedforward neural networks.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 27(3): 465-474 (1997) |