LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

LINQS publications

Author: Title: Year:

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Display the complete list (121 publications)
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Publications in 2009
A Pipeline Approach to Graph Identification   namatag-mlg09.pdf   [Bibtex]
Galileo Mark Namata, Lise Getoor
7th International Workshop on Mining and Learning with Graphs - 2009
Bisimulation-based Approximate Lifted Inference   uai09.pdf   [Bibtex]
Prithviraj Sen, Amol Deshpande, Lise Getoor
Uncertainty in Artificial Intelligence - 2009
Co-evolution of Social and Affiliation Networks   fp659-zheleva.ps fp659-zheleva.pdf   [Bibtex]
Elena Zheleva, Hossam Sharara, Lise Getoor
15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) - June 2009
Collective Classification for Text Classification     [Bibtex]
Galileo Mark Namata, Prithviraj Sen, Mustafa Bilgic, Lise Getoor
Text Mining: Classification, Clustering, and Applications, Taylor and Francis Group - 2009
Common effect of antipsychotics on the biosynthesis and regulation of fatty acids and cholesterol supports a key role of lipid homeostasis in schizophrenia.     [Bibtex]
Mihales Polymeropoulos, Louis Licamele, Simona Volpi, Kendra Mack, Shruti Mitkus, Eugene Carstea, Lise Getoor, Christian Lavedan
Schizophrenia Research - 2009
Distinguishing Knowledge vs Social Capital in Social Media with Roles and Context   barash-icwsm09.pdf   [Bibtex]
Vladimir Barash, Marc Smith, Lise Getoor, Howard Welser
International Conference on Weblogs and Social Media - May 2009
Future Rank: Ranking Scientific Articles by Predicting their Future PageRank   sayyadi_futureRank_sdm09.pdf   [Bibtex]
Hassan Sayyadi, Lise Getoor
2009 SIAM International Conference on Data Mining (SDM09) - April 2009
Graphical Models for Uncertain Data   pgm-chapter.pdf   [Bibtex]
Amol Deshpande, Lise Getoor, Prithviraj Sen
Managing and Mining Uncertain Data, Springer - 2009
Identifying Graphs From Noisy and Incomplete Data   namatag-kddu09.pdf   [Bibtex]
Galileo Mark Namata, Lise Getoor
1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data - 2009
On Maximum Coverage in the Streaming Model & Application to Multi-topic Blog-Watch   saha-sdm08.pdf   [Bibtex]
Barna Saha, Lise Getoor
2009 SIAM International Conference on Data Mining (SDM09) - April 2009
PrDB: Managing and Exploiting Rich Correlations in Probabilistic Databases     [Bibtex]
Prithviraj Sen, Amol Deshpande, Lise Getoor
VLDB Journal, special issue on uncertain and probabilistic databases - 2009
The Dynamics of Actor Loyalty to Groups in Affiliation Networks     [Bibtex]
Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
International Conference on Advances in Social Networks Analysis and Mining - July 2009
To Join or not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles   fp660-zheleva.ps fp660-zheleva.pdf   [Bibtex]
Elena Zheleva, Lise Getoor
18th International World Wide Web conference (WWW) - April 2009
Note: Earlier version appears as CS-TR-4926.  
 
Publications in 2008
Association of the NPAS3 gene and five other loci with response to the antipsychotic iloperidone identified in a whole genome association study.     [Bibtex]
Christian Lavedan, Louis Licamele, Simona Volpi, Jennifer Hamilton, Callie Heaton, Kendra Mack, Rebecca Lannan, Andrew Thompson, Curt Wolfgang
Molecular Psychiatry - 2008
Collective Classification in Network Data   ai-mag-tr08.ps ai-mag-tr08.pdf   [Bibtex]
Prithviraj Sen, Galileo Mark Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, Tina Eliassi-Rad
Technical Report CS-TR-4905, University of Maryland, College Park, Number CS-TR-4905 - 2008
Collective Classification in Network Data     [Bibtex]
Prithviraj Sen, Galileo Mark Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, Tina Eliassi-Rad
AI Magazine, Volume 29, Number 3 - 2008
Collective Relational Clustering in Constrained Clustering: Advances in Algorithms, Theory, and Applications     [Bibtex]
Indrajit Bhattacharya, Lise Getoor
Chapman and Hall, page 223-243 - 2008
Cost-Sensitive Learning with Conditional Markov Networks   draft.ps draft.pdf   [Bibtex]
Prithviraj Sen, Lise Getoor
Data Mining and Knowledge Discovery, Special Issue on Utility Based Data Mining, Volume 17, Number 2, page 136--163 - October 2008
Effective Label Acquisition for Collective Classification   bilgic-kdd08.ps bilgic-kdd08.pdf   [Bibtex]
Mustafa Bilgic, Lise Getoor
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, page 43--51 - 2008
Note: Winner of the KDD'08 Best Student Paper Award.  
Exploiting Shared Correlations in Probabilistic Databases   sen-vldb08.pdf   [Bibtex]
Prithviraj Sen, Amol Deshpande, Lise Getoor
International Conference on Very Large Data Bases - 2008

Display the complete list (121 publications)
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