LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

LINQS publications

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Display the complete list (98 publications)
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Publications in 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 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 dmkd.pdf   [Bibtex]
Prithviraj Sen, Lise Getoor
Data Mining and Knowledge Discovery, Special Issue on Utility Based Data Mining - 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 - 2008
Exploiting Shared Correlations in Probabilistic Databases   final.pdf   [Bibtex]
Prithviraj Sen, Amol Deshpande, Lise Getoor
International Conference on Very Large Data Bases - 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
Trusting Spam Reporters: A Reporter-based Reputation System for Email Filtering     [Bibtex]
Elena Zheleva, Alek Kolcz, Lise Getoor
ACM Transactions on Information Systems, Volume (To be published) - Accepted in March 2008
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
 
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
A Graph-based Approach to Vehicle Tracking in Traffic Camera Video Streams   dmsn07.pdf   [Bibtex]
Hamid Haidarian-Shahri, Galileo Mark Namata, Saket Navlakha, Amol Deshpande, Nick Roussopoulos
4th International Workshop on Data Management for Sensor Networks - 2007
C-GROUP: A Visual Analytic Tool for Pairwise Analysis of Dynamic Group Membership   vast07-kang.pdf   [Bibtex]
Hyunmo Kang, Lise Getoor, Lisa Singh
Visual Analytics Science and Technology (VAST) - 2007
Characterizing RNA secondary-structure features and their effects on splice-site prediction     [Bibtex]
Rezarta Islamaj, Lise Getoor, W. John Wilbur
IEEE ICDM Workshop on Mining and Management of Biological Data - 2007
Collective Entity Resolution In Relational Data   bhattacharya-tkdd.pdf   [Bibtex]
Indrajit Bhattacharya, Lise Getoor
ACM Transactions on Knowledge Discovery from Data, Volume 1, Number 1, page 1-36 - March 2007
Combining Collective Classification and Link Prediction   mgcs07.ps mgcs07.pdf   [Bibtex]
Mustafa Bilgic, Galileo Mark Namata, Lise Getoor
Workshop on Mining Graphs and Complex Structures at the IEEE International Conference on Data Mining (ICDM-2007) - 2007
Combining statistical and logical inference for ontology alignment     [Bibtex]
Octavian Udrea, Lise Getoor
Workshop on Semantic Web for Collaborative Knowledge Acquisition at the International Joint Conference on Artificial Intelligence - 2007
Features generated for computational splice-site prediction correspond to functional elements     [Bibtex]
Rezarta Islamaj, Lise Getoor, W. John Wilbur, Stephen Mount
BMC Bioinformatics, Volume 8, Number 410 - October 2007
GeoDDupe: A Novel Interface for Interactive Entity Resolution in Geospatial Data   kangiv07.pdf   [Bibtex]
Hyunmo Kang, Vivek Sehgal, Lise Getoor
International Conference on Information Visualization - 2007
Graphical Models in a Nutshell     [Bibtex]
Daphne Koller, Nir Friedman, Lise Getoor, Benjamin Taskar
An Introduction to Statistical Relational Learning, MIT Press - 2007

Display the complete list (98 publications)
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