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Lise Getoor

Papers on DiSC'06


Pruning Social Networks Using Structural Properties and Descriptive Attributes

Introduction: Special Issue on Link Mining

Link Mining: A Survey

Publications


Note: Links lead to the DBLP on the Web.

Lise Getoor

Luc De Raedt , Thomas G. Dietterich , Lise Getoor, Stephen Muggleton : Probabilistic, Logical and Relational Learning - Towards a Synthesis, 30. January - 4. February 2005 Internationales Begegnungs- und Forschungszentrum (IBFI), Schloss Dagstuhl, Germany 2006

Marie desJardins , Priyang Rathod , Lise Getoor: Bayesian Network Learning with Abstraction Hierarchies and Context-Specific Independence. ECML 2005 : 485-496

Mustafa Bilgic , Louis Licamele , Lise Getoor, Ben Shneiderman : D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. Graph Drawing 2005 : 505-507

Lisa Singh , Lise Getoor, Louis Licamele : Pruning Social Networks Using Structural Properties and Descriptive Attributes. ICDM 2005 : 773-776

Lise Getoor: Tutorial on Statistical Relational Learning. ILP 2005 : 415

Luc De Raedt , Thomas G. Dietterich , Lise Getoor, Stephen Muggleton : 05051 Abstracts Collection - Probabilistic, Logical and Relational Learning - Towards a Synthesis. Probabilistic, Logical and Relational Learning 2005

Luc De Raedt , Thomas G. Dietterich , Lise Getoor, Stephen Muggleton : 05051 Executive Summary - Probabilistic, Logical and Relational Learning - Towards a Synthesis. Probabilistic, Logical and Relational Learning 2005

Lise Getoor, Christopher P. Diehl : Introduction to the special issue on link mining. SIGKDD Explorations 7 (2): 1-2 (2005)

Lise Getoor, Christopher P. Diehl : Link mining: a survey. SIGKDD Explorations 7 (2): 3-12 (2005)

Indrajit Bhattacharya , Lise Getoor, Yoshua Bengio : Unsupervised Sense Disambiguation Using Bilingual Probabilistic Models. ACL 2004 : 287-294

Indrajit Bhattacharya , Lise Getoor: Iterative record linkage for cleaning and integration. DMKD 2004 : 11-18

Kristina Lerman , Lise Getoor, Steven Minton , Craig A. Knoblock : Using the Structure of Web Sites for Automatic Segmentation of Tables. SIGMOD Conference 2004 : 119-130

Lise Getoor, Jeanne T. Rhee , Daphne Koller , Peter Small : Understanding tuberculosis epidemiology using structured statistical models. Artificial Intelligence in Medicine 30 (3): 233-256 (2004)

Andreas Hotho , York Sure , Lise Getoor: A workshop report: mining for and from the Semantic Web at KDD 2004. SIGKDD Explorations 6 (2): 142-143 (2004)

Lise Getoor, Ted E. Senator , Pedro Domingos , Christos Faloutsos : Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003 ACM 2003

Edward Hung , Lise Getoor, V. S. Subrahmanian : PXML: A Probabilistic Semistructured Data Model and Algebra. ICDE 2003 : 467-

Edward Hung , Lise Getoor, V. S. Subrahmanian : Probabilistic Interval XML. ICDT 2003 : 361-377

Qing Lu , Lise Getoor: Link-based Classification. ICML 2003 : 496-503

Lise Getoor: Learning Structure From Statistical Models. IEEE Data Eng. Bull. 26 (3): 11-18 (2003)

Lise Getoor: Link mining: a new data mining challenge. SIGKDD Explorations 5 (1): 84-89 (2003)

Lise Getoor, Nir Friedman , Daphne Koller , Benjamin Taskar : Learning Probabilistic Models of Link Structure. Journal of Machine Learning Research 3 : 679-707 (2002)

Lise Getoor, Nir Friedman , Daphne Koller , Benjamin Taskar : Learning Probabilistic Models of Relational Structure. ICML 2001 : 170-177

Lise Getoor, Benjamin Taskar , Daphne Koller : Selectivity Estimation using Probabilistic Models. SIGMOD Conference 2001 : 461-472

Yves Lespérance , Gerd Wagner , William P. Birmingham , Kurt D. Bollacker , Alexander Nareyek , J. Paul Walser , David W. Aha , Timothy W. Finin , Benjamin N. Grosof , Nathalie Japkowicz , Robert Holte , Lise Getoor, Carla P. Gomes , Holger H. Hoos , Alan C. Schultz , Miroslav Kubat , Tom M. Mitchell , Jörg Denzinger , Yolanda Gil , Karen L. Myers , Claudio Bettini , Angelo Montanari : AAAI 2000 Workshop Reports. AI Magazine 22 (1): 127-136 (2001)

Marie desJardins , Lise Getoor, Daphne Koller : Using Feature Hierarchies in Bayesian Network Learning. SARA 2000 : 260-270

Lise Getoor: Learning Probabilistic Relational Models. SARA 2000 : 322-323

Nir Friedman , Lise Getoor, Daphne Koller , Avi Pfeffer : Learning Probabilistic Relational Models. IJCAI 1999 : 1300-1309

Urszula Chajewska , Lise Getoor, Joseph Norman , Yuval Shahar : Utility Elicitation as a Classification Problem. UAI 1998 : 79-88

Lise Getoor, Greger Ottosson , Markus P. J. Fromherz , Björn Carlson : Effective Redundant Constraints for Online Scheduling. AAAI/IAAI 1997 : 302-307

Amy L. Lansky , Lise Getoor: Scope and Abstraction: Two Criteria for Localized Planning. IJCAI 1995 : 1612-1619

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