@mastersthesis {namata:phdthesis12, title = {Identifying Graphs from Noisy Observational Data}, year = {2012}, month = {May}, school = {University of Maryland - College Park}, type = {phd}, author = {Namata, Galileo Mark} } @conference {sharara:vast11, title = {G-PARE: A Visual Analytic Tool for Comparative Analysis of Uncertain Graphs}, booktitle = {IEEE Conference on Visual Analytics Science and Technology (VAST)}, year = {2011}, keywords = {Comparative Analysis, Model Comparison, Uncertain Graphs, Visualizing Uncertainty}, author = {Sharara, Hossam and Sopan, Awalin and Namata, Galileo Mark and Lise Getoor and Singh, Lisa} } @article {sen:eml10, title = {Collective Classification}, journal = {Encyclopedia of Machine Learning}, year = {2010}, author = {Sen, Prithviraj and Namata, Galileo Mark and Bilgic, Mustafa and Lise Getoor} } @article {namata:eml10, title = {Link Prediction}, journal = {Encyclopedia of Machine Learning}, year = {2010}, author = {Namata, Galileo Mark and Lise Getoor} } @conference {namata:kddu09, title = {Identifying Graphs From Noisy and Incomplete Data}, booktitle = {1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data}, year = {2009}, author = {Namata, Galileo Mark and Lise Getoor} } @conference {somasundaran:textgraphs09, title = {Opinion Graphs for Polarity and Discourse Classification}, booktitle = {TextGraphs-4: Graph-based Methods for Natural Language Processing}, year = {2009}, month = {August}, author = {Somasundaran, Swapna and Namata, Galileo Mark and Lise Getoor and Wiebe, Janyce} } @conference {namata:mlg09, title = {A Pipeline Approach to Graph Identification}, booktitle = {Seventh International Workshop on Mining and Learning with Graphs}, year = {2009}, author = {Namata, Galileo Mark and Lise Getoor} } @conference {somasundaran:emnlp09, title = {Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification}, booktitle = {Conference on Empirical Methods in Natural Language Processing}, year = {2009}, month = {August}, author = {Somasundaran, Swapna and Namata, Galileo Mark and Wiebe, Janyce and Lise Getoor} } @article {sen:aimag08, title = {Collective Classification in Network Data}, journal = {AI Magazine}, volume = {29}, number = {3}, year = {2008}, pages = {93{\textendash}106}, author = {Sen, Prithviraj and Namata, Galileo Mark and Bilgic, Mustafa and Lise Getoor and Gallagher, Brian and Eliassi-Rad, Tina} } @unpublished {elsayed:umtr08, title = {Personal Name Resolution in Email: A Heuristic Approach}, number = {LAMP-TR150}, year = {2008}, month = {March}, publisher = {University of Maryland, College Park}, author = {Elsayed, Tamer and Oard, Doug and Namata, Galileo Mark and Lise Getoor} } @conference {elsayed:acl08, title = {Resolving Personal Names in Email Using Context Expansion}, booktitle = {46th Annual Meeting of the Association of Computational Linguistics}, year = {2008}, month = {June}, pages = {265{\textendash}268}, author = {Elsayed, Tamer and Oard, Doug and Namata, Galileo Mark} } @conference {bilgic:icdm07, title = {Combining Collective Classification and Link Prediction}, booktitle = {Workshop on Mining Graphs and Complex Structures at the IEEE International Conference on Data Mining (ICDM-2007)}, year = {2007}, author = {Bilgic, Mustafa and Namata, Galileo Mark and Lise Getoor} } @conference {namata:cikm07, title = {A Dual-View Approach to Interactive Network Visualization}, booktitle = {ACM Conference on Information and Knowledge Management}, year = {2007}, author = {Namata, Galileo Mark and Staats, Brian and Lise Getoor and Shneiderman, Ben} } @conference {shahri:dmsn07, title = {A Graph-based Approach to Vehicle Tracking in Traffic Camera Video Streams}, booktitle = {4th International Workshop on Data Management for Sensor Networks}, year = {2007}, author = {Haidarian-Shahri, Hamid and Namata, Galileo Mark and Navlakha, Saket and Deshpande, Amol and Roussopoulos, Nick} } @conference {diehl:aaai07, title = {Relationship Identification for Social Network Discovery}, booktitle = {AAAI {\textquoteright}07: Proceedings of the 22nd National Conference on Artificial Intelligence}, year = {2007}, month = {July}, author = {Diehl, Christopher and Namata, Galileo Mark and Lise Getoor} } @conference {namata:icmlws-sna06, title = {Inferring Organizational Titles in Online Communications}, booktitle = {ICML Workshop on Statistical Network Analysis}, year = {2006}, author = {Namata, Galileo Mark and Lise Getoor and Diehl, Christopher} } @conference {diehl:sdm06, title = {Name Reference Resolution in Organizational Email Archives}, booktitle = {SIAM Conference on Data Mining (SDM)}, year = {2006}, author = {Diehl, Christopher and Lise Getoor and Namata, Galileo Mark} }