LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

LINQS publications

Author: Title: Year:

Display:   Include master thesis, manuals...

Display the complete list (201 publications)
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Publications in 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
Index Interactions in Physical Design Tuning: Modeling, Analysis, and Applications   schnaitter-vldb09.pdf   [Bibtex]
Karl Schnaitter, Neoklis Polyzotis, Lise Getoor
International Conference on Very Large Data Bases - 2009
Link-based Active Learning   mbilgic-nips09wkshp.pdf   [Bibtex]
Mustafa Bilgic, Lise Getoor
NIPS Workshop on Analyzing Networks and Learning with Graphs - 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
Opinion Graphs for Polarity and Discourse Classification   somasundaran-textgraphs09.pdf   [Bibtex]
Swapna Somasundaran, Galileo Mark Namata, Lise Getoor, Janyce Wiebe
TextGraphs-4: Graph-based Methods for Natural Language Processing - August 2009
PrDB: Managing and Exploiting Rich Correlations in Probabilistic Databases   sen-vldbj09.pdf   [Bibtex]
Prithviraj Sen, Amol Deshpande, Lise Getoor
VLDB Journal, special issue on uncertain and probabilistic databases - 2009
Probabilistic Similarity Logic   broecheler-srl09.pdf   [Bibtex]
Matthias Broecheler, Lise Getoor
International Workshop on Statistical Relational Learning (SRL'09) - 2009
Reflect and Correct: A Misclassification Prediction Approach to Active Inference   bilgic-tkdd09.pdf   [Bibtex]
Mustafa Bilgic, Lise Getoor
ACM Transactions on Knowledge Discovery from Data, Volume 3, Number 4, page 1--32 - November 2009
Representing and Querying Uncertain Data   thesis.pdf   [Bibtex]
Prithviraj Sen
PhD thesis from University of Maryland, College Park - 2009
Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification   somasundaran-emnlp09.pdf   [Bibtex]
Swapna Somasundaran, Galileo Mark Namata, Janyce Wiebe, Lise Getoor
Conference on Empirical Methods in Natural Language Processing - August 2009
The Dynamics of Actor Loyalty to Groups in Affiliation Networks   sharara_asonam09.pdf   [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
Collective Classification in Network Data   sen-aimag08.pdf   [Bibtex]
Prithviraj Sen, Galileo Mark Namata, Mustafa Bilgic, Lise Getoor, Brian Gallagher, Tina Eliassi-Rad
AI Magazine, Volume 29, Number 3, page 93--106 - 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

Display the complete list (201 publications)
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