| Date |
Title |
Venue |
Download |
| 2003 |
The Generalization Paradox of Ensembles |
Journal of Computational and Graphical Statistics 12, No. 4: 853-864 |
 1.4 MB PDF |
| 2003 |
Data Mining in the Real World |
University of Maryland Panel Discussion, Dr. Cheryl G. Howard, Invited Panelist |
|
| 2003 |
Data Mining in the Financial Domain |
Fannie Mae, Dr. Cheryl G. Howard, Invited Speaker |
|
| 2002 |
Ensembles of Models: simplicity (of function) through complexity (of form) |
Statistical Analysis of Massive Data Streams Committee on Applied & Theoretical Statistics National Academies |
1.3 MB PDF |
| 2001 |
Data Mining: An Overview of Process, Techniques, and Tools |
19th Annual ICFC-International Communications Conference , Dr. Cheryl G. Howard, Invited Speaker |
|
| 2000 |
Induction and Polynomial Networks |
Chapter 6 in Network Models for Control and Processing |
Based on 1992 Tech Report |
| 1999 |
Combining Estimators to Improve Performance: Bundling, Bagging, Boosting, and Bayesian Model Averaging |
International Conference on Knowledge Discovery and Data Mining with Greg Ridgeway |
656 KB PDF |
| 1999 |
The Interface Conference - a Resource for KDD |
SIGKDD Explorations, Vol. 1, Issue 1, Association for Computing Machinery |
704 KB PDF |
| 1997 |
Bundling Heterogeneous Classifiers with Advisor Perceptrons |
University of Idaho |
214 KB PDF |
| 1997 |
Fusing Diverse Algorithms |
29th Symposium on the Interface: Computing Science and Statistics |
|
| 1996 |
A Statistical Perspective on Knowledge Discovery in Databases, |
Chapter 4 in Advances in Knowledge Discovery and Data Mining |
233 KB PDF |
| 1996 |
Heuristic Search for Model Structure: the Benefits of Restraining Greed |
Chapter 13 in Learning from Data: Artificial Intelligence and Statistics V |
2.8 MB PDF |
| 1994 |
Invited Comment on "Prosection Views" by Furnas and Buja |
Journal of Computational and Graphical Statistics 3, no. 4: 355-362 |
1.8 MB PDF |
| 1993 |
Efficient Optimization through Response Surface Modeling: A GROPE Algorithm |
Dissertation, School of Engineering and Applied Science, University of Virginia |
1.6 MB PDF |
| 1993 |
A New Method for Predicting Shoreline Positions from Historical Data |
Journal of Coastal Research 9, no. 1: 147-171 |
|
| 1992 |
Global Rd Optimization when Probes are Expensive: the GROPE Algorithm |
Proceedings IEEE International Conference on Systems, Man, and Cybernetics |
550 KB PDF |
| 1992 |
Induction and Polynomial Networks |
|
265 KB PDF |
| 1992 |
Pereceptrons, Regression, and Global Network Optimization |
University of Virginia Institute for Parallel Computation and Department of Systems Engineering Technical Report |
1.0 MB PDF |
| 1991 |
Creating 'Optimally Complex' Models for Forecasting |
Financial Analysts Journal, Jan/Feb: 73-79 |
2.3 MB PDF |