Publications
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2006. Event classification and relationship labeling in affiliation networks. Proceedings of the Workshop on Statistical Network Analysis (SNA) at the 23rd International Conference on Machine Learning (ICML).
2005. Forensic analysis of nonlinear collusion attacks for multimedia fingerprinting. Image Processing, IEEE Transactions on. 14(5):646-661.
2008. Interactive auditory data exploration: A framework and evaluation with geo-referenced data sonification. ACM Transactions on Computer-Human Interaction.
2003. Nonlinear collusion attacks on independent fingerprints for multimedia. Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on. 5:V-664-7vol.5-V-664-7vol.5.
2003. Improving Accessibility and Usability of Geo-referenced Statistical Data. Technical Reports from UMIACS.
2009. Improving search effectiveness in the legal e-discovery process using relevance feedback. Proceedings of the global E-Discovery/E-Disclosure workshop on electronically stored information in discovery at the 12th international conference on artificial intelligence and law (ICAIL09 DESI Workshop). DESI Press, Barcelona.
2005. "I hear the pattern": interactive sonification of geographical data patterns. CHI '05 extended abstracts on Human factors in computing systems. :1905-1908.
2005. Improving Accessibility and Usability of Geo-referenced Statistical Data (2003). Institute for Systems Research Technical Reports.
2002. Image-based face recognition: Issues and methods. Image recognition and classification: algorithms, systems, and applicationsImage recognition and classification: algorithms, systems, and applications. :375-402.
2004. Iterative figure-ground discrimination. Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on. 1:67-70Vol.1-67-70Vol.1.
2003. Performance of detection statistics under collusion attacks on independent multimedia fingerprints. Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on. 1:I-205-8vol.1-I-205-8vol.1.
2005. iSonic: interactive sonification for non-visual data exploration. Proceedings of the 7th international ACM SIGACCESS conference on Computers and accessibility. :194-195.
2005. Segmentation and appearance model building from an image sequence. Image Processing, 2005. ICIP 2005. IEEE International Conference on. 1:I-321-4-I-321-4.
2005. Colour‐coded pixel‐based highly interactive Web mapping for georeferenced data exploration. International Journal of Geographical Information Science. 19(4):413-428.
2005. Listening to Maps: User Evaluation of Interactive Sonifications of Geo-Referenced Data. Institute for Systems Research Technical Reports.
2005. Listening to Maps: User Evaluation of Interactive Sonifications of Geo-Referenced Data (2004). Institute for Systems Research Technical Reports.
2005. Closely coupled object detection and segmentation. Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on. 1:454-461.
2006. Entity and relationship labeling in affiliation networks. ICML Workshop on Statistical Network Analysis.
2005. Beyond one still image: Face recognition from multiple still images or a video sequence. Face ProcessingFace Processing. :547-575.
2004. Sonification of geo-referenced data for auditory information seeking: Design principle and pilot study. Proceedings of ICAD.
2008. Data Sonification for Users with Visual Impairment: A Case Study with Georeferenced Data. ACM Trans. Comput.-Hum. Interact.. 15(1):4:1–4:28-4:1–4:28.
2005. Image-Based Highly Interactive Web Mapping for Geo-Referenced Data Publishing (2002). Institute for Systems Research Technical Reports.
2010. Higher-order graphical models for classification in social and affiliation networks. NIPS 2010 Workshop on Networks Across Disciplines: Theory and Applications, Whistler BC, Canada.
2008. Preserving the privacy of sensitive relationships in graph data. Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD. :153-171.