2007 |
11 | EE | Claudia Perlich,
Saharon Rosset,
Richard D. Lawrence,
Bianca Zadrozny:
High-quantile modeling for customer wallet estimation and other applications.
KDD 2007: 977-985 |
10 | EE | Claudia Perlich,
Saharon Rosset:
Identifying Bundles of Product Options using Mutual Information Clustering.
SDM 2007 |
9 | EE | Wojciech Gryc,
Mary E. Helander,
Richard Lawrence,
Yan Liu,
Claudia Perlich,
Chandan Reddy,
Saharon Rosset:
Looking for Great Ideas: Analyzing the Innovation Jam.
WebKDD/SNA-KDD 2007: 21-39 |
8 | EE | Saharon Rosset,
Claudia Perlich,
Bianca Zadrozny:
Ranking-based evaluation of regression models.
Knowl. Inf. Syst. 12(3): 331-353 (2007) |
7 | EE | 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 | EE | Srujana Merugu,
Saharon Rosset,
Claudia Perlich:
A new multi-view regression approach with an application to customer wallet estimation.
KDD 2006: 656-661 |
5 | EE | Claudia Perlich,
Foster J. Provost:
Distribution-based aggregation for relational learning with identifier attributes.
Machine Learning 62(1-2): 65-105 (2006) |
2005 |
4 | EE | Saharon Rosset,
Claudia Perlich,
Bianca Zadrozny:
Ranking-Based Evaluation of Regression Models.
ICDM 2005: 370-377 |
2003 |
3 | EE | Claudia Perlich,
Foster J. Provost:
Aggregation-based feature invention and relational concept classes.
KDD 2003: 167-176 |
2 | EE | 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 | EE | 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) |