Chris Drummond

	2011
25		Chris Drummond: Accelerating Reinforcement Learning by Composing Solutions of Automatically Identified Subtasks CoRR abs/1106.1796: (2011)
	2010
24		Houman Abbasian, Chris Drummond, Nathalie Japkowicz, Stan Matwin: Robustness of Classifiers to Changing Environments. Canadian Conference on AI 2010: 232-243
23		Farid Seifi, Chris Drummond, Nathalie Japkowicz, Stan Matwin: Improving Bayesian Learning Using Public Knowledge. Canadian Conference on AI 2010: 348-351
22		Chris Drummond: Class. Encyclopedia of Machine Learning 2010: 166-171
21		Chris Drummond: Classification. Encyclopedia of Machine Learning 2010: 171
20		Chris Drummond: Attribute. Encyclopedia of Machine Learning 2010: 51-53
19		Chris Drummond, Nathalie Japkowicz: Warning: statistical benchmarking is addictive. Kicking the habit in machine learning. J. Exp. Theor. Artif. Intell. 22(1): 67-80 (2010)
	2009
18		Chris Drummond, Nathalie Japkowicz, William Klement, Sofus A. Macskassy: Workshop summary: The fourth workshop on evaluation methods for machine learning. ICML 2009: 167
	2008
17		Robert C. Holte, Chris Drummond: Cost-Sensitive Classifier Evaluation Using Cost Curves. PAKDD 2008: 26-29
	2007
16		Chris Drummond: Learning Multi-dimensional Functions: Gas Turbine Engine Modeling. PKDD 2007: 406-413
15		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: AAAI-07 Workshop Reports. AI Magazine 28(4): 119-128 (2007)
	2006
14		Chris Drummond: Discriminative vs. Generative Classifiers for Cost Sensitive Learning. Canadian Conference on AI 2006: 479-490
13		Wolfgang Achtner, Esma Aïmeur, 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: Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program. AI Magazine 27(4): 92-102 (2006)
12		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		Chris Drummond, Robert C. Holte: Cost curves: An improved method for visualizing classifier performance. Machine Learning 65(1): 95-130 (2006)
	2005
10		Chris Drummond, Robert C. Holte: Severe Class Imbalance: Why Better Algorithms Aren't the Answer. ECML 2005: 539-546
	2004
9		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		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		Chris Drummond, Robert C. Holte: Explicitly representing expected cost: an alternative to ROC representation. KDD 2000: 198-207
4		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

Coauthor Index

1	Houman Abbasian	[24]
2	Wolfgang Achtner	[13]
3	Esma Aïmeur	[13]
4	Sarabjot S. Anand (Sarabjot Singh Anand, Sarab S. Anand)	[13] [15]
5	Doug Appelt	[13]
6	Naveen Ashish	[13]
7	Daniel Bahls	[15]
8	Tiffany Barnes	[13]
9	Joseph E. Beck (Joseph Beck)	[13]
10	Catherina Burghart	[15]
11	Mark H. Burstein	[15]
12	Huajun Chen	[15]
13	John Collins	[15]
14	M. Bernardine Dias	[13]
15	Thomas G. Dietterich	[15]
16	Prashant Doshi	[13]
17	Jon Doyle	[15]
18	William Elazmeh	[13] [15]
19	Ariel Felner	[13]
20	Dayne Freitag	[13]
21	Chad Gaffield	[12]
22	Hector Geffner	[13]
23	Christopher W. Geib	[13] [15]
24	Nicolas D. Georganas	[1]
25	Judy Goldsmith	[15]
26	Richard Goodwin	[13]
27	Hans W. Guesgen (Hans Werner Guesgen)	[15]
28	James A. Hendler (Jim Hendler)	[15]
29	Robert C. Holte (Robert Holte)	[1] [4] [5] [6] [8] [10] [11] [13] [17]
30	Frank Hutter	[13]
31	Dan Ionescu	[1] [4]
32	Fair Isaac	[13]
33	Dietmar Jannach	[15]
34	Nathalie Japkowicz	[13] [15] [18] [19] [23] [24]
35	Ulrich Junker	[15]
36	Gal A. Kaminka	[13] [15]
37	William Klement	[18]
38	Alfred Kobsa	[15]
39	Sven Koenig	[13]
40	Michail G. Lagoudakis	[13]
41	Jérôme Lang	[15]
42	David B. Leake	[13] [15]
43	Lundy Lewis	[13] [15]
44	Gérard Ligozat (Gerard Ligozat)	[15]
45	Hugo Liu	[13]
46	Sofus A. Macskassy	[15] [18]
47	Stan Matwin	[12] [23] [24]
48	Drew V. McDermott	[15]
49	Ted Metzler	[13] [15]
50	Rada Mihalcea	[13]
51	Bamshad Mobasher	[13] [15]
52	Ullas Nambiar (Ullas B. Nambiar)	[15]
53	Zaiqing Nie	[15]
54	Barry O'Sullivan	[15]
55	Klas Orsvärn	[15]
56	Emil M. Petriu	[1]
57	Pascal Poupart	[13]
58	David V. Pynadath	[13] [15]
59	Jochen Renz	[15]
60	Rita V. Rodríguez	[15]
61	Thomas Roth-Berghofer	[13] [15]
62	Wheeler Ruml	[13]
63	Stefan Schulz	[13] [15]
64	Sven Schwarz	[13]
65	Farid Seifi	[23]
66	Stephanie Seneff	[13]
67	Amit P. Sheth	[13]
68	Rudi Studer	[15]
69	Ron Sun	[13]
70	Michael Thielscher	[13]
71	Afzal Upal	[13]
72	Yimin Wang	[15]
73	Michael P. Wellman	[15]
74	Jason D. Williams	[13]
75	Steve Young	[13]
76	Dmitry Zelenko	[13]

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