FRONT MATTER -- CONTENTS -- Welcome and Overview of Sessions, April 26 -- Peter Bickel "Opening Remarks," April 26 -- Data Mining, Unsupervised Learning, and Pattern Recognition -- James Schatz "Introduction by Session Chair" -- Jerry Friedman "Role of Data Mining in Homeland Defense" -- Diane Lambert "Statistical Detection from Communications Streams" -- Rakesh Agrawal "Data Mining: Potentials and Challenges" -- Donald McClure "Remarks on Data Mining, Unsupervised Learning, and Pattern Recognition" -- Werner Stuetzle "Remarks on Data Mining, Unsupervised Learning, and Pattern Recognition" -- Detection and Epidemiology of Bioterrorist Attacks -- Claire Broome "Introduction by Session Chair" -- Kenneth Kleinman "Ambulatory Anthrax Surveillance: An Implemented System, with Comments on Current Outstanding Needs" -- Stephen Eubank "Mathematics of Epidemiological Simulations for Response Planning" -- Sally Blower "Predicting the Unpredictable in an Age of Uncertainty" -- Simon Levin "Remarks on Detection and Epidemiology of Bioterrorist Attacks" -- Arthur Reingold "Remarks on Detection and Epidemiology of Bioterrorist Attacks" -- Image Analysis and Voice Recognition -- Roberta Lenczowski "Introduction by Session Chair" -- Jitendra Malik "Computational Vision" -- Ronald Coifman "Mathematical Challenges for Real-Time Analysis of Imaging Data" -- Larry Rabiner "Challenges in Speech Recognition" -- David McLaughlin "Remarks on Image Analysis and Voice Recognition" -- David Donoho "Remarks on Image Analysis and Voice Recognition" -- Opening Remarks and Discussion, April 27 -- Communications and Computer Security -- Howard Schmidt "Introduction by Session Chair" -- Dorothy Denning "A Security Challenge: Return on Security Investment" -- Kevin McCurley (Talk omitted at speaker's request) -- David Wagner "A Few Open Problems in Computer Security".

Andrew Odlyzko "Remarks on Communications and Computer Security" -- Michael Freedman (Remarks omitted at speaker's request) -- Data Integration and Fusion -- Alexander Levis "Introduction by Session Chair" -- Tod Levitt "Reasoning About Rare Events" -- Kathryn Laskey "Knowledge Representation and Inference for Multisource Fusion" -- Valen Johnson "A Hierarchical Model for Estimating the Reliability of Complex Systems" -- Arthur Dempster "Remarks on Data Integration and Fusion" -- Alberto Grunbaum "Remarks on Data Integration and Fusion" -- Business Week Article: Enlisting Math to Defend the Homeland by Stephen H. Wildstrom -- Mathematical Sciences in Homeland Security Links.