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 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
Group Proximity Measure for Recommending Groups in Online Social Networks   kddw-saha.pdf   [Bibtex]
Barna Saha, Lise Getoor
2nd ACM SIGKDD Workshop on Social Network Mining and Analysis (SNA-KDD) - 2008
Interactive Entity Resolution in Relational Data: A Visual Analytic Tool and Its Evaluation   kang-tvcg08.pdf   [Bibtex]
Hyunmo Kang, Lise Getoor, Ben Shneiderman, Mustafa Bilgic, Louis Licamele
IEEE Transactions on Visualization and Computer Graphics, Volume 14, Number 5, page 999--1014 - 2008
Leveraging Social Context for Searching Social Media   smith-cikm07-ssm.pdf   [Bibtex]
Marc Smith, Vladimir Barash, Lise Getoor, Hady Lauw
CIKM Workshop on Search in Social Media - 2008
Personal Name Resolution in Email: A Heuristic Approach   LAMP_150.pdf   [Bibtex]
Tamer Elsayed, Doug Oard, Galileo Mark Namata, Lise Getoor
Technical Report LAMP-TR150, University of Maryland, College Park, Number LAMP-TR150 - March 2008
Preserving the Privacy of Sensitive Relationships in Graph Data   zheleva-pinkdd07-extended.ps zheleva-pinkdd07-extended.pdf   [Bibtex]
Elena Zheleva, Lise Getoor
Proceedings of the First SIGKDD International Workshop on Privacy, Security, and Trust in KDD (PinKDD 2007), Volume 4890, page 153-171 - March 2008
Note: This is an extended version of the original workshop paper.  
Resolving Personal Names in Email Using Context Expansion   elsayed-acl08.pdf   [Bibtex]
Tamer Elsayed, Doug Oard, Galileo Mark Namata
46th Annual Meeting of the Association of Computational Linguistics, page 265--268 - June 2008
Structured machine learning: the next ten years     [Bibtex]
Thomas Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli
Machine Learning, Volume 73, Number 1, page 3--23 - 2008
Note: Full version is available at http://dx.doi.org/10.1007/s10994-008-5079-1  
To Join or not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles   zheleva-cs-tr4926.pdf   [Bibtex]
Elena Zheleva, Lise Getoor
Technical Report CS-TR-4926, University of Maryland, Number CS-TR-4926 - 2008
Note: An earlier version appears as CS-TR-4922, July 2008  
Trusting Spam Reporters: A Reporter-based Reputation System for Email Filtering   zheleva-tois08.pdf   [Bibtex]
Elena Zheleva, Alek Kolcz, Lise Getoor
ACM Transactions on Information Systems, Volume 27, Number 1 - December 2008
Note: Full version in ACM library  
Using Friendship Ties and Family Circles for Link Prediction   zheleva-snakdd08.pdf   [Bibtex]
Elena Zheleva, Lise Getoor, Jennifer Golbeck, Ugur Kuter
2nd ACM SIGKDD Workshop on Social Network Mining and Analysis (SNA-KDD) - 2008
Whole genome association study identifies polymorphisms associated with QT prolongation during iloperidone treatment of schizophrenia.     [Bibtex]
Simona Volpi, Callie Heaton, Jennifer Hamilton, Rebecca Lannan, Curt Wolfgang, Louis Licamele, Mihales Polymeropoulos, Christian Lavedan
Molecular Psychiatry - 2008
 
Publications in 2007
A Dual-View Approach to Interactive Network Visualization   cikm0671-namata.ps cikm0671-namata.pdf   [Bibtex]
Galileo Mark Namata, Brian Staats, Lise Getoor, Ben Shneiderman
ACM Conference on Information and Knowledge Management - 2007
A Feature Generation Algorithm with Applications to Biological Sequence Classification     [Bibtex]
Rezarta Islamaj, Lise Getoor, W. John Wilbur
Computational Methods of Feature Selection, Chapman and Hall/CRC Press - 2007

Display the complete list (129 publications)
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