Publications

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2013
Du X, Abdalmageed W, Doermann D.  2013.  Large-Scale Signature Matching Using Multi-stage Hashing. Document Analysis and Recognition (ICDAR), 2013 12th International Conference on. :976-980.
Nguyen V-A, Boyd-Graber J, Resnik P.  2013.  Lexical and Hierarchical Topic Regression. :1106-1114.
2012
Kumar J, Ye P, Doermann D.  2012.  Learning Document Structure for Retrieval and Classification. International Conference on Pattern Recognition (ICPR 2012). :1558-1561.
Ye P, Doermann D.  2012.  Learning features for predicting OCR accuracy. International Conference on Pattern Recognition (ICPR). :3204-3207.
Kang L, Kumar J, Ye P, Doermann D.  2012.  Learning Text-line Segmentation using Codebooks and Graph Partitioning. International Conference on Frontiers in Handwriting Recognition (ICFHR). :63-68.
Song Z, Ismael S, Grimes S, Doermann D, Strassel S.  2012.  Linguistic Resources for Handwriting Recognition and Translation Evaluation. Eight International Conference on Language Resources and Evaluation (LREC'12).
Kim H, Voellmy A, Burnett S, Feamster N, Clark R.  2012.  Lithium: Event-Driven Network Control. GT-CS-12-03
Kang L, Doermann D, Cao H, Prasad R, Natarajan P.  2012.  Local Segmentation of Touching Characters using Contour based Shape Decomposition. Document Analysis Systems.
Jain R, Doermann D.  2012.  Logo Retrieval in Document Images. Document Analysis Systems.
Vezzulli L, Brettar I, Pezzati E, Reid PC, Colwell RR, Höfle MG, Pruzzo C.  2012.  Long-term effects of ocean warming on the prokaryotic community: evidence from the vibrios. The ISME Journal. 6111114882511(1):21-30.
2011
Tzoukermann E, Neumann J, Kosecka J, Fermüller C, Perera I, Ferraro F, Sapp B, Chaudhry R, Singh G.  2011.  Language Models for Semantic Extraction and Filtering in Video Action Recognition. Workshops at the Twenty-Fifth AAAI Conference on Artificial Intelligence.
Oh S, Hoogs A, Perera A, Cuntoor N, Chen C-C, Lee J T, Mukherjee S, Aggarwal JK, Lee H, Davis LS et al..  2011.  A large-scale benchmark dataset for event recognition in surveillance video. Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on. :3153-3160.
Zhuolin Jiang, Lin Z, Davis LS.  2011.  Learning a discriminative dictionary for sparse coding via label consistent K-SVD. Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on. :1697-1704.
Getoor L, Mihalkova L.  2011.  Learning statistical models from relational data. Proceedings of the 2011 international conference on Management of data. :1195-1198.
Mihalkova L, Moustafa W, Getoor L.  2011.  Learning to predict web collaborations. Workshop on User Modeling for Web Applications (UMWA-11).
Cheng K-L, Zuckerman I, Nau DS, Golbeck J.  2011.  The Life Game: Cognitive Strategies for Repeated Stochastic Games. :95-102.
Wongsuphasawat K, Guerra Gómez J A, Plaisant C, Wang T D, Taieb-Maimon M, Shneiderman B.  2011.  LifeFlow: visualizing an overview of event sequences. Proceedings of the 2011 annual conference on Human factors in computing systems. :1747-1756.
Wongsuphasawat K, Guerra Gómez J A, Plaisant C, Wang T, Taieb-Maimon M, Shneiderman B.  2011.  LifeFlow: visualizing an overview of event sequences (video preview). Proceedings of the 2011 annual conference extended abstracts on Human factors in computing systems. :507-510.
Tzoumas K, Deshpande A, Jensen CS.  2011.  Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions. Proceedings of the VLDB Endowment. 4(7)
Swamy N, Guts N, Leijen D, Hicks MW.  2011.  Lightweight monadic programming in ML. Proceedings of the 16th ACM SIGPLAN international conference on Functional programming. :15-27.
Groce A, Katz J, Yerukhimovich A.  2011.  Limits of computational differential privacy in the client/server setting. Theory of Cryptography. :417-431.
Brakerski Z, Katz J, Segev G, Yerukhimovich A.  2011.  Limits on the power of zero-knowledge proofs in cryptographic constructions. Theory of Cryptography. :559-578.
Zhou X, Garcia-Romero D, Duraiswami R, Espy-Wilson C, Shamma S.  2011.  Linear versus Mel Frequency Cepstral Coefficients for Speaker Recognition. IEEE Automatic Speech Recognition and Understanding Workshop.
Narayanan A, Elaine Shi, Rubinstein BIP.  2011.  Link prediction by de-anonymization: How We Won the Kaggle Social Network Challenge. :1825-1834.
Srinivasan A.  2011.  Local Balancing Influences Global Structure in Social Networks. Proceedings of the National Academy of SciencesPNAS. 108(5):1751-1752.

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