Publications
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.
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.
2005. InterSon: Interactive Sonification for Geo-referenced Data Exploration for the Vision Impaired. Tech Report HCIL-2005-13.
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. Listening to Maps: User Evaluation of Interactive Sonifications of Geo-Referenced Data (2004). Institute for Systems Research Technical Reports.
2004. Iterative figure-ground discrimination. Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on. 1:67-70Vol.1-67-70Vol.1.
2006. Entity and relationship labeling in affiliation networks. ICML Workshop on Statistical Network Analysis.
2008. Interactive auditory data exploration: A framework and evaluation with geo-referenced data sonification. ACM Transactions on Computer-Human Interaction.
2005. Colour‐coded pixel‐based highly interactive Web mapping for georeferenced data exploration. International Journal of Geographical Information Science. 19(4):413-428.
2005. Image-Based Highly Interactive Web Mapping for Geo-Referenced Data Publishing (2002). Institute for Systems Research Technical Reports.
2003. Improving Accessibility and Usability of Geo-referenced Statistical Data. Technical Reports from UMIACS.
2002. Nonlinear collusion attacks on independent multimedia fingerprints. submitted to IEEE Trans. on Image Proc.
2005. "I hear the pattern": interactive sonification of geographical data patterns. CHI '05 extended abstracts on Human factors in computing systems. :1905-1908.
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. Closely coupled object detection and segmentation. Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on. 1:454-461.
2003. Image-based highly interactive Web mapping for geo-referenced data publishing. Technical Reports from UMIACS.
2003. In vivo filtering of in vitro expression data reveals MyoD targets. Comptes Rendus Biologies. 326(10–11):1049-1065.
2005. Beyond one still image: Face recognition from multiple still images or a video sequence. Face ProcessingFace Processing. :547-575.
2005. Forensic analysis of nonlinear collusion attacks for multimedia fingerprinting. Image Processing, IEEE Transactions on. 14(5):646-661.
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.
2005. iSonic: interactive sonification for non-visual data exploration. Proceedings of the 7th international ACM SIGACCESS conference on Computers and accessibility. :194-195.
2010. Using friendship ties and family circles for link prediction. Advances in Social Network Mining and Analysis. :97-113.
2008. Trusting spam reporters: A reporter-based reputation system for email filtering. ACM Transactions on Information Systems (TOIS). 27(1):3:1–3:27-3:1–3:27.