| 2008 |
|---|
| 15 | EE | Robert C. Holte,
Chris Drummond:
Cost-Sensitive Classifier Evaluation Using Cost Curves.
PAKDD 2008: 26-29 |
| 2007 |
|---|
| 14 | EE | Chris Drummond:
Learning Multi-dimensional Functions: Gas Turbine Engine Modeling.
PKDD 2007: 406-413 |
| 2006 |
|---|
| 13 | EE | Chris Drummond:
Discriminative vs. Generative Classifiers for Cost Sensitive Learning.
Canadian Conference on AI 2006: 479-490 |
| 12 | EE | Chris Drummond,
Stan Matwin,
Chad Gaffield:
Inferring and revising theories with confidence: analyzing bilingualism in the 1901 canadian census.
Applied Artificial Intelligence 20(1): 1-33 (2006) |
| 11 | EE | Chris Drummond,
Robert C. Holte:
Cost curves: An improved method for visualizing classifier performance.
Machine Learning 65(1): 95-130 (2006) |
| 2005 |
|---|
| 10 | EE | Chris Drummond,
Robert C. Holte:
Severe Class Imbalance: Why Better Algorithms Aren't the Answer.
ECML 2005: 539-546 |
| 2004 |
|---|
| 9 | EE | Chris Drummond:
Iterative Semi-supervised Learning: Helping the User to Find the Right Records.
IEA/AIE 2004: 1239-1248 |
| 8 | | Chris Drummond,
Robert C. Holte:
What ROC Curves Can't Do (and Cost Curves Can).
ROCAI 2004: 19-26 |
| 2002 |
|---|
| 7 | EE | Chris Drummond:
Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks.
J. Artif. Intell. Res. (JAIR) 16: 59-104 (2002) |
| 2000 |
|---|
| 6 | | Chris Drummond,
Robert C. Holte:
Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria.
ICML 2000: 239-246 |
| 5 | EE | Chris Drummond,
Robert C. Holte:
Explicitly representing expected cost: an alternative to ROC representation.
KDD 2000: 198-207 |
| 4 | EE | Chris Drummond,
Dan Ionescu,
Robert C. Holte:
A Learning Agent that Assists the Browsing of Software Libraries.
IEEE Trans. Software Eng. 26(12): 1179-1196 (2000) |
| 1998 |
|---|
| 3 | | Chris Drummond:
Composing Functions to Speed up Reinforcement Learning in a Changing World.
ECML 1998: 370-381 |
| 1997 |
|---|
| 2 | | Chris Drummond:
Using a Case Base of Surfaces to Speed-Up Reinforcement Learning.
ICCBR 1997: 435-444 |
| 1996 |
|---|
| 1 | | Chris Drummond,
Dan Ionescu,
Robert Holte,
Nicolas D. Georganas,
Emil M. Petriu:
Intelligent Browsing for Multimedia Applications.
ICMCS 1996: 386-389 |
