Publications
2005. Beyond one still image: Face recognition from multiple still images or a video sequence. Face ProcessingFace Processing. :547-575.
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. Image-Based Highly Interactive Web Mapping for Geo-Referenced Data Publishing (2002). Institute for Systems Research Technical Reports.
2005. Listening to Maps: User Evaluation of Interactive Sonifications of Geo-Referenced Data. Institute for Systems Research Technical Reports.
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.
2004. Sonification of geo-referenced data for auditory information seeking: Design principle and pilot study. Proceedings of ICAD.
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.
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. InterSon: Interactive Sonification for Geo-referenced Data Exploration for the Vision Impaired. Tech Report HCIL-2005-13.
2006. Entity and relationship labeling in affiliation networks. ICML Workshop on Statistical Network Analysis.
2002. Nonlinear collusion attacks on independent multimedia fingerprints. submitted to IEEE Trans. on Image Proc.
2008. Interactive auditory data exploration: A framework and evaluation with geo-referenced data sonification. ACM Transactions on Computer-Human Interaction.
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).
2004. Iterative figure-ground discrimination. Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on. 1:67-70Vol.1-67-70Vol.1.
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.
2005. Forensic analysis of nonlinear collusion attacks for multimedia fingerprinting. Image Processing, IEEE Transactions on. 14(5):646-661.
2003. Improving Accessibility and Usability of Geo-referenced Statistical Data. Technical Reports from UMIACS.
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. "I hear the pattern": interactive sonification of geographical data patterns. CHI '05 extended abstracts on Human factors in computing systems. :1905-1908.
2009. Co-evolution of social and affiliation networks. Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining. :1007-1016.
2008. How friendship links and group memberships affect the privacy of individuals in social networks. UMIACS-TR-2008-16