| 2011 |
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| 22 | Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks. Chris Drummond. CoRR (abs/1106.1796) (2011). Web SearchBibTeXDownload |
| 2010 |
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| 21 | Improving Bayesian Learning Using Public Knowledge. Farid Seifi, Chris Drummond, Nathalie Japkowicz, Stan Matwin. Canadian Conference on AI 2010, 348-351. Web SearchBibTeXDownload |
| 20 | Robustness of Classifiers to Changing Environments. Houman Abbasian, Chris Drummond, Nathalie Japkowicz, Stan Matwin. Canadian Conference on AI 2010, 232-243. Web SearchBibTeXDownload |
| 19 | Warning: statistical benchmarking is addictive. Kicking the habit in machine learning. Chris Drummond, Nathalie Japkowicz. J. Exp. Theor. Artif. Intell. (22): 67-80 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 18 | Workshop summary: The fourth workshop on evaluation methods for machine learning. Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy. ICML 2009, 167. Web SearchBibTeXDownload |
| 2008 |
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| 17 | Cost-Sensitive Classifier Evaluation Using Cost Curves. Robert C. Holte, Chris Drummond. PAKDD 2008, 26-29. Web SearchBibTeXDownload |
| 2007 |
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| 16 | AAAI-07 Workshop Reports. Sarabjot Singh Anand, Daniel Bahls, Catherina Burghart, Mark H. Burstein, Huajun Chen, John Collins, Thomas G. Dietterich, Jon Doyle, Chris Drummond, William Elazmeh, Christopher W. Geib, Judy Goldsmith, Hans W. Guesgen, Jim Hendler, Dietmar Jannach, Nathalie Japkowicz, Ulrich Junker, Gal A. Kaminka, Alfred Kobsa, Jérôme Lang, David B. Leake, Lundy Lewis, Gerard Ligozat, Sofus A. Macskassy, Drew V. McDermott, Ted Metzler, Bamshad Mobasher, Ullas Nambiar, Zaiqing Nie, Klas Orsvärn, Barry O'Sullivan, David V. Pynadath, Jochen Renz, Rita V. Rodríguez, Thomas Roth-Berghofer, Stefan Schulz, Rudi Studer, Yimin Wang, Michael P. Wellman. AI Magazine (28): 119-128 (2007). Web SearchBibTeXDownload |
| 15 | Learning Multi-dimensional Functions: Gas Turbine Engine Modeling. Chris Drummond. PKDD 2007, 406-413. Web SearchBibTeXDownload |
| 2006 |
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| 14 | Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program. Wolfgang Achtner, Esma Aďmeur, Sarabjot Singh Anand, Doug Appelt, Naveen Ashish, Tiffany Barnes, Joseph E. Beck, M. Bernardine Dias, Prashant Doshi, Chris Drummond, William Elazmeh, Ariel Felner, Dayne Freitag, Hector Geffner, Christopher W. Geib, Richard Goodwin, Robert C. Holte, Frank Hutter, Fair Isaac, Nathalie Japkowicz, Gal A. Kaminka, Sven Koenig, Michail G. Lagoudakis, David B. Leake, Lundy Lewis, Hugo Liu, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Pascal Poupart, David V. Pynadath, Thomas Roth-Berghofer, Wheeler Ruml, Stefan Schulz, Sven Schwarz, Stephanie Seneff, Amit P. Sheth, Ron Sun, Michael Thielscher, Afzal Upal, Jason D. Williams, Steve Young, Dmitry Zelenko. AI Magazine (27): 92-102 (2006). Web SearchBibTeXDownload |
| 13 | Inferring and revising theories with confidence: analyzing bilingualism in the 1901 canadian census. Chris Drummond, Stan Matwin, Chad Gaffield. Applied Artificial Intelligence (20): 1-33 (2006). Web SearchBibTeXDownload |
| 12 | Discriminative vs. Generative Classifiers for Cost Sensitive Learning. Chris Drummond. Canadian Conference on AI 2006, 479-490. Web SearchBibTeXDownload |
| 11 | Cost curves: An improved method for visualizing classifier performance. Chris Drummond, Robert C. Holte. Machine Learning (65): 95-130 (2006). Web SearchBibTeXDownload |
| 2005 |
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| 10 | Severe Class Imbalance: Why Better Algorithms Aren't the Answer. Chris Drummond, Robert C. Holte. ECML 2005, 539-546. Web SearchBibTeXDownload |
| 2004 |
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| 9 | Iterative Semi-supervised Learning: Helping the User to Find the Right Records. Chris Drummond. IEA/AIE 2004, 1239-1248. Web SearchBibTeXDownload |
| 8 | What ROC Curves Can't Do (and Cost Curves Can). Chris Drummond, Robert C. Holte. ROCAI 2004, 19-26. Web SearchBibTeX |
| 2002 |
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| 7 | Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks. Chris Drummond. J. Artif. Intell. Res. (JAIR) (16): 59-104 (2002). Web SearchBibTeXDownload |
| 2000 |
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| 6 | Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria. Chris Drummond, Robert C. Holte. ICML 2000, 239-246. Web SearchBibTeX |
| 5 | A Learning Agent that Assists the Browsing of Software Libraries. Chris Drummond, Dan Ionescu, Robert C. Holte. IEEE Trans. Software Eng. (26): 1179-1196 (2000). Web SearchBibTeXDownload |
| 4 | Explicitly representing expected cost: an alternative to ROC representation. Chris Drummond, Robert C. Holte. KDD 2000, 198-207. Web SearchBibTeXDownload |
| 1998 |
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| 3 | Composing Functions to Speed up Reinforcement Learning in a Changing World. Chris Drummond. ECML 1998, 370-381. Web SearchBibTeXDownload |
| 1997 |
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| 2 | Using a Case Base of Surfaces to Speed-Up Reinforcement Learning. Chris Drummond. ICCBR 1997, 435-444. Web SearchBibTeXDownload |
| 1996 |
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| 1 | Intelligent Browsing for Multimedia Applications. Chris Drummond, Dan Ionescu, Robert Holte, Nicolas D. Georganas, Emil M. Petriu. ICMCS 1996, 386-389. Web SearchBibTeX |
