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Publications of Author

1. Chris Drummond
   Discriminative vs. Generative Classifiers for Cost Sensitive Learning. [Citation Graph (0, 0)][DBLP]
   Canadian Conference on AI, 2006, pp:479-490 [Conf]
   
2. Chris Drummond
   Composing Functions to Speed up Reinforcement Learning in a Changing World. [Citation Graph (0, 0)][DBLP]
   ECML, 1998, pp:370-381 [Conf]
   
3. Chris Drummond, Robert C. Holte
   Severe Class Imbalance: Why Better Algorithms Aren't the Answer. [Citation Graph (0, 0)][DBLP]
   ECML, 2005, pp:539-546 [Conf]
   
4. Chris Drummond
   Using a Case Base of Surfaces to Speed-Up Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
   ICCBR, 1997, pp:435-444 [Conf]
   
5. Chris Drummond, Dan Ionescu, Robert Holte, Nicolas D. Georganas, Emil M. Petriu
   Intelligent Browsing for Multimedia Applications. [Citation Graph (0, 0)][DBLP]
   ICMCS, 1996, pp:386-389 [Conf]
   
6. Chris Drummond, Robert C. Holte
   Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria. [Citation Graph (0, 0)][DBLP]
   ICML, 2000, pp:239-246 [Conf]
   
7. Chris Drummond
   Iterative Semi-supervised Learning: Helping the User to Find the Right Records. [Citation Graph (0, 0)][DBLP]
   IEA/AIE, 2004, pp:1239-1248 [Conf]
   
8. Chris Drummond, Robert C. Holte
   Explicitly representing expected cost: an alternative to ROC representation. [Citation Graph (0, 0)][DBLP]
   KDD, 2000, pp:198-207 [Conf]
   
9. Chris Drummond, Robert C. Holte
   What ROC Curves Can't Do (and Cost Curves Can). [Citation Graph (0, 0)][DBLP]
   ROCAI, 2004, pp:19-26 [Conf]
   
10. Chris Drummond, Stan Matwin, Chad Gaffield
    Inferring and revising theories with confidence: analyzing bilingualism in the 1901 canadian census. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 2006, v:20, n:1, pp:1-33 [Journal]
    
11. Chris Drummond
    Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2002, v:16, n:, pp:59-104 [Journal]
    
12. Chris Drummond, Robert C. Holte
    Cost curves: An improved method for visualizing classifier performance. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2006, v:65, n:1, pp:95-130 [Journal]
    
13. Chris Drummond, Dan Ionescu, Robert C. Holte
    A Learning Agent that Assists the Browsing of Software Libraries. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Software Eng., 2000, v:26, n:12, pp:1179-1196 [Journal]
    
14. Chris Drummond
    Learning Multi-dimensional Functions: Gas Turbine Engine Modeling. [Citation Graph (0, 0)][DBLP]
    PKDD, 2007, pp:406-413 [Conf]
    
15. 
    Improving Bayesian Learning Using Public Knowledge. [Citation Graph (, )][DBLP]
    
    
16. 
    Robustness of Classifiers to Changing Environments. [Citation Graph (, )][DBLP]
    
    
17. 
    Workshop summary: The fourth workshop on evaluation methods for machine learning. [Citation Graph (, )][DBLP]
    
    
18. 
    Cost-Sensitive Classifier Evaluation Using Cost Curves. [Citation Graph (, )][DBLP]