LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

LINQS publications

Author: Title: Year:

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Display the complete list (129 publications)
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Publications in 2003
Link-based Classification   lu-icml03.pdf   [Bibtex]
Qing Lu, Lise Getoor
Proceedings of the International Conference on Machine Learning (ICML) - 2003
Link-based Classification Using Labeled and Unlabeled Data   icml03-ws.pdf   [Bibtex]
Qing Lu, Lise Getoor
ICML Workshop on "The Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining - 2003
Link-based Text Classification   ijcai03-ws.pdf   [Bibtex]
Qing Lu, Lise Getoor
IJCAI Workshop on "Text Mining and Link Analysis" - 2003
Probabilistic Interval XML     [Bibtex]
Edward Hung, Lise Getoor, V. S. Subrahmanian
Proceedings of the International Conference on Database Theory - 2003
PXML: A Probabilistic Semistructured Data Model and Algebra     [Bibtex]
Edward Hung, Lise Getoor, V. S. Subrahmanian
Proceedings of the IEEE International Conference on Data Engineering - 2003
Structure Discovery Using Statistical Relational Learning     [Bibtex]
Lise Getoor
Data Engineering Bulletin, Volume 26, Number 3, page 11- -18 - 2003
 
Publications in 2002
Learning Probabilistic Models of Link Structure   jmlr02.pdf   [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
Journal of Machine Learning Research, Volume 3, page 679- -707 - 2002
Learning Structured Statistical Models from Relational Data     [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller
Electronic Transactions on Artificial Intelligence, Volume 6, Number section B - 2002
 
Publications in 2001
Learning Probabilistic Models of Relational Structure   icml01.ps icml01.pdf   [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
Proceedings of International Conference on Machine Learning (ICML) - 2001
Learning Probabilistic Relational Models   lprm-ch.ps lprm-ch.pdf   [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller, Avi Pfeffer
Relational Data Mining, Springer-Verlag - 2001
Learning Statistical Models from Relational Data   getoor-thesis.ps getoor-thesis.pdf   [Bibtex]
Lise Getoor
PhD thesis from Stanford - 2001
Multi-relational Data Mining Using Probabilistic Models   mrdm.ps mrdm.pdf   [Bibtex]
Lise Getoor
Multi-Relational Data Mining Workshop - 2001
Probabilistic Models of Text and Link Structure for Hypertext Classification   ijcai01-ws.ps ijcai01-ws.pdf   [Bibtex]
Lise Getoor, Eran Segal, Benjamin Taskar, Daphne Koller
IJCAI Workshop on Text Learning: Beyond Supervision - 2001
Selectivity estimation using probabilistic relational models   sigmod01.ps sigmod01.pdf   [Bibtex]
Lise Getoor, Daphne Koller, Benjamin Taskar
Proceedings of ACM-SIGMOD 2001 International Conference on Management of Data - 2001
 
Publications in 2000
From Instances to Classes in Probabilistic Relational Models     [Bibtex]
Lise Getoor, Daphne Koller, Nir Friedman
Proceedings of the ICML Workshop on Attribute-Value and Relational Learning: Crossing the Boundaries - 2000
Learning Probabilistic Relational Models with Structural Uncertainty     [Bibtex]
Lise Getoor, Daphne Koller, Benjamin Taskar, Nir Friedman
Proceedings of the AAAI Workshop on Learning Statistical Models from Relational Data - 2000
Using Feature Hierarchies in Bayesian Network Learning     [Bibtex]
Marie desJardins, Lise Getoor, Daphne Koller
Symposium on Abstraction, Reformulation and Approximation - 2000
 
Publications in 1999
Efficient Learning Using Constrained Sufficient Statistics     [Bibtex]
Nir Friedman, Lise Getoor
Uncertainty99 - 1999
Learning Probabilistic Relational Models   ijcai99.ps icjai99.pdf   [Bibtex]
Nir Friedman, Lise Getoor, Daphne Koller, Avi Pfeffer
International Joint Conference on Arti cial Intelligence - 1999
Using Probabilistic Relational Models for Collaborative Filtering     [Bibtex]
Lise Getoor, Mehran Sahami
Working Notes of the KDD Workshop on Web Usage Analysis and User Profiling - 1999

Display the complete list (129 publications)
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