Proceedings of the Third SIAM International Conference on Data Mining (Proceedings in Applied Mathematics 112)

Conference held May 2003, San Francisco, California. The Third SIAM International Conference on Data Mining continued the tradition of providing an open forum for the presentation, discussion, and development of innovative algorithms, software, and theories for data mining applications and data intensive computation. This year's invited speakers highlighted new trends in algorithm development, discussed new trends and challenges for data mining from an industrial perspective, revealed important issues in both the monitoring and mining of network data streams, and exposed important mathematical and computational problems that arise in protecting privacy during transactional database mining and analysis. A workshop on counter-terrorism and security was held for the first time. This proceedings includes 21 research papers; 14 were accepted as poster presentations, and seven were accepted as student papers from the conference.