Search results for "Claudia Perlich"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Shachar Kaufman, Saharon Rosset, Claudia Perlich	Leakage in data mining: formulation, detection, and avoidance.	KDD	2011	DBLP DOI BibTeX RDF
1	Yan Liu, Pei-yun Hseuh, Rick Lawrence, Steve Meliksetian, Claudia Perlich, Alejandro Veen	Latent graphical models for quantifying and predicting patent quality.	KDD	2011	DBLP DOI BibTeX RDF
1	Rick Lawrence, Claudia Perlich, Saharon Rosset, Ildar Khabibrakhmanov, Shilpa Mahatma, Sholom M. Weiss, Matthew Callahan, Matt Collins, Alexey Ershov, Shiva Kumar	Operations Research Improves Sales Force Productivity at IBM.	Interfaces	2010	DBLP DOI BibTeX RDF
1	Saharon Rosset, Claudia Perlich, Grzegorz Swirszcz, Prem Melville, Yan Liu 0002	Medical data mining: insights from winning two competitions.	Data Min. Knowl. Discov.	2010	DBLP DOI BibTeX RDF
1	Claudia Perlich, Grzegorz Swirszcz	On cross-validation and stacking: building seemingly predictive models on random data.	SIGKDD Explorations	2010	DBLP DOI BibTeX RDF
1	Claudia Perlich	Learning Curves in Machine Learning.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Alexandru Niculescu-Mizil, Claudia Perlich, Grzegorz Swirszcz, Vikas Sindhwani, Yan Liu, Prem Melville, Dong Wang, Jing Xiao, Jianying Hu, Moninder Singh, Wei Xiong Shang, Yan Feng Zhu	Winning the KDD Cup Orange Challenge with Ensemble Selection.	Journal of Machine Learning Research - Proceedings Track	2009	DBLP BibTeX RDF
1	Claudia Perlich, Saharon Rosset, Bianca Zadrozny	Modeling Quantiles.	Encyclopedia of Data Warehousing and Mining	2009	DBLP BibTeX RDF
1	Aurelie C. Lozano, Hongfei Li, Alexandru Niculescu-Mizil, Yan Liu 0002, Claudia Perlich, Jonathan R. M. Hosking, Naoki Abe	Spatial-temporal causal modeling for climate change attribution.	KDD	2009	DBLP DOI BibTeX RDF	climate change attribution, extreme value modeling, graphical granger modeling, spatio-temporal causal modeling
1	Claudia Perlich, Prem Melville, Yan Liu 0002, Grzegorz Swirszcz, Richard D. Lawrence, Saharon Rosset	Breast cancer identification: KDD CUP winner's report.	SIGKDD Explorations	2008	DBLP DOI BibTeX RDF
1	Saharon Rosset, Claudia Perlich, Bianca Zadrozny	Ranking-based evaluation of regression models.	Knowl. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Evaluation robustness, Regression, Performance visualization, Ranking correlation, Model evaluation
1	Richard D. Lawrence, Claudia Perlich, Saharon Rosset, Jorge Arroyo, Matthew Callahan, J. Matthew Collins, Alexey Ershov, Sheri Feinzig, Ildar Khabibrakhmanov, Shilpa Mahatma, Mark Niemaszyk, Sholom M. Weiss	Analytics-driven solutions for customer targeting and sales-force allocation.	IBM Systems Journal	2007	DBLP DOI BibTeX RDF
1	Saharon Rosset, Claudia Perlich, Yan Liu 0002	Making the most of your data: KDD Cup 2007 "How Many Ratings" winner's report.	SIGKDD Explorations	2007	DBLP DOI BibTeX RDF
1	Claudia Perlich, Saharon Rosset	Identifying Bundles of Product Options using Mutual Information Clustering.	SDM	2007	DBLP BibTeX RDF
1	Claudia Perlich, Saharon Rosset, Richard D. Lawrence, Bianca Zadrozny	High-quantile modeling for customer wallet estimation and other applications.	KDD	2007	DBLP DOI BibTeX RDF	customer wallet estimation, quantile estimation, data mining
1	Wojciech Gryc, Mary E. Helander, Richard D. Lawrence, Yan Liu 0002, Claudia Perlich, Chandan Reddy, Saharon Rosset	Looking for Great Ideas: Analyzing the Innovation Jam.	WebKDD/SNA-KDD	2007	DBLP DOI BibTeX RDF
1	Claudia Perlich, Foster J. Provost	Distribution-based aggregation for relational learning with identifier attributes.	Machine Learning	2006	DBLP DOI BibTeX RDF	networks, aggregation, relational learning, identifiers
1	Srujana Merugu, Saharon Rosset, Claudia Perlich	A new multi-view regression approach with an application to customer wallet estimation.	KDD	2006	DBLP DOI BibTeX RDF	multi-view learning, bayesian networks, regression
1	Saharon Rosset, Claudia Perlich, Bianca Zadrozny	Ranking-Based Evaluation of Regression Models.	ICDM	2005	DBLP DOI BibTeX RDF
1	Claudia Perlich, Foster J. Provost, Jeffrey S. Simonoff	Tree Induction vs. Logistic Regression: A Learning-Curve Analysis.	Journal of Machine Learning Research	2003	DBLP BibTeX RDF
1	Claudia Perlich, Foster J. Provost, Sofus A. Macskassy	Predicting citation rates for physics papers: constructing features for an ordered probit model.	SIGKDD Explorations	2003	DBLP DOI BibTeX RDF
1	Claudia Perlich, Foster J. Provost	Aggregation-based feature invention and relational concept classes.	KDD	2003	DBLP DOI BibTeX RDF	aggregation, relational learning, feature construction, constructive induction, propositionalization

Publications of "Claudia Perlich" ( http://dblp.L3S.de/Authors/Claudia_Perlich )