Claudia Perlich

	2009
13		Aurelie C. Lozano, Hongfei Li, Alexandru Niculescu-Mizil, Yan Liu, Claudia Perlich, Jonathan R. M. Hosking, Naoki Abe: Spatial-temporal causal modeling for climate change attribution. KDD 2009: 587-596
	2008
12		Claudia Perlich, Prem Melville, Yan Liu, Grzegorz Swirszcz, Richard D. Lawrence, Saharon Rosset: Breast cancer identification: KDD CUP winner's report. SIGKDD Explorations 10(2): 39-42 (2008)
	2007
11		Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny: High-quantile modeling for customer wallet estimation and other applications. KDD 2007: 977-985
10		Claudia Perlich, Saharon Rosset: Identifying Bundles of Product Options using Mutual Information Clustering. SDM 2007
9		Wojciech Gryc, Mary E. Helander, Richard D. Lawrence, Yan Liu, Claudia Perlich, Chandan Reddy, Saharon Rosset: Looking for Great Ideas: Analyzing the Innovation Jam. WebKDD/SNA-KDD 2007: 21-39
8		Saharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-based evaluation of regression models. Knowl. Inf. Syst. 12(3): 331-353 (2007)
7		Saharon Rosset, Claudia Perlich, Yan Liu: Making the most of your data: KDD Cup 2007 "How Many Ratings" winner's report. SIGKDD Explorations 9(2): 66-69 (2007)
	2006
6		Srujana Merugu, Saharon Rosset, Claudia Perlich: A new multi-view regression approach with an application to customer wallet estimation. KDD 2006: 656-661
5		Claudia Perlich, Foster J. Provost: Distribution-based aggregation for relational learning with identifier attributes. Machine Learning 62(1-2): 65-105 (2006)
	2005
4		Saharon Rosset, Claudia Perlich, Bianca Zadrozny: Ranking-Based Evaluation of Regression Models. ICDM 2005: 370-377
	2003
3		Claudia Perlich, Foster J. Provost: Aggregation-based feature invention and relational concept classes. KDD 2003: 167-176
2		Claudia Perlich, Foster J. Provost, Jeffrey S. Simonoff: Tree Induction vs. Logistic Regression: A Learning-Curve Analysis. Journal of Machine Learning Research 4: 211-255 (2003)
1		Claudia Perlich, Foster J. Provost, Sofus A. Macskassy: Predicting citation rates for physics papers: constructing features for an ordered probit model. SIGKDD Explorations 5(2): 154-155 (2003)

Coauthor Index

1	Naoki Abe	[13]
2	Wojciech Gryc	[9]
3	Mary E. Helander	[9]
4	Jonathan R. M. Hosking	[13]
5	Richard D. Lawrence	[9] [11] [12]
6	Hongfei Li	[13]
7	Yan Liu (Yan (Jenny) Liu)	[7] [9] [12] [13]
8	Aurelie C. Lozano	[13]
9	Sofus A. Macskassy	[1]
10	Prem Melville	[12]
11	Srujana Merugu	[6]
12	Alexandru Niculescu-Mizil	[13]
13	Foster J. Provost	[1] [2] [3] [5]
14	Chandan Reddy	[9]
15	Saharon Rosset	[4] [6] [7] [8] [9] [10] [11] [12]
16	Jeffrey S. Simonoff	[2]
17	Grzegorz Swirszcz	[12]
18	Bianca Zadrozny	[4] [8] [11]