90 likes | 99 Views
Explore the key highlights of the 2004 SIAM Data Mining Conference, including keynote topics, notable papers, and lead author demographics. Discover the best paper award winners in algorithms, applications, and student categories.
E N D
Welcome to the 2004 SIAM Data Mining Conference Chandrika Kamath David Skillicorn Conference Cochairs
Bishop Page Graves Senator Thursday Friday Saturday KEYNOTES • Bioinformatics • Clustering High Dimensional Data and its Applications • High Performance and Distributed Mining • Data Mining in Resource Constrained Environments • Link Analysis, Counter-terrorism, and Privacy • Mining Scientific and Engineering Datasets CONFERENCE OVERVIEW TOP TEN MISTAKES MEDICAL ANALYSIS TUTORIALS WORKSHOPS CONFERENCE INDUSTRY/GOVT COMPUTER SECURITY Posters and reception
Thanks to…. Our program chairs: Mike Berry and Umesh Dayal Tutorial chair: Srini Parthasarathy Workshop chair: Hillol Kargupta Publicity chairs: Aleks Lazarevic Saso Dzeroski John Roddick Local arrangements chair: Morgan Wang and the SIAM staff
Also thanks to our sponsors: IBM Research NASA American Statistical Association University of Minnesota Center for Applied Scientific Computing/Lawrence Livermore National Laboratory
2004 SIAM International Conference on Data Mining - Paper Statistics Program Co-Chairs: Umeshwar Dayal (HP) Michael W. Berry (Tennessee) April 22, 2004
Paper Statistics Number of papers reviewed 161 Number of reviews per paper 5 Number of full papers accepted 26 Number of student papers accepted 12 Number of poster papers accepted 23 Acceptance ratio (full/student) 23.6% Acceptance ratio (full/student/poster) 37.8% • Student papers were not distinguished from full papers during review phase. • SDM04 Program Committee - 90 scholars (US and abroad)
Lead Author Demographics - Submitted Country # Submissions Country # Submissions Australia 10 Japan 4 Brazil 3 New Zealand 1 Canada 6 Portugal 1 China 5 Spain 1 Finland 1 Sweden 1 France 3 Taiwan 9 Germany 8 Turkey 1 Hong Kong 3 UK 2 India 2 USA 99 Ireland 1 161
Lead Author Demographics - Accepted Country Full Papers Student Papers Poster Papers Australia 1 0 2 Canada 1 1 1 Finland 0 0 1 France 1 0 0 Germany 3 0 1 Hong Kong 1 0 2 Japan 1 0 0 Portugal 1 0 0 Taiwan 1 1 1 USA 16 10 15 26 12 23 • Cancelled paper: Mining Relationships Between Interacting Episodes Carl Mooney, John Roddick (Flinders U., Australia) – Stream and Sequence Mining 10:00am this morning; first talk of session starts at 10:30am. Lead Author Demographics - Accepted Country Full Papers Student Papers Poster Papers Australia 1 0 2 Canada 1 1 1 Finland 0 0 1 France 1 0 0 Germany 3 0 1 Hong Kong 1 0 2 Japan 1 0 0 Portugal 1 0 0 Taiwan 1 1 1 USA 16 10 15 26 12 23 • Cancelled paper: Mining Relationships Between Interacting Episodes Carl Mooney, John Roddick (Flinders U., Australia) – Stream and Sequence Mining 10:00am this morning; first talk of session starts at 10:30am.)
Best Paper Awards Best Algorithms Paper: Clustering with Bregman Divergences, Arindam Banerjee (Univ. of Texas, Austin), Srujana Merugu (Univ. of Texas, Austin), Inderjit Dhillon (Univ. of Texas, Austin), Joydeep Ghosh (Univ. of Texas) Probabilistic/statistical Methods I (Friday, 10:00am) Best Applications Paper: Enhancing Communities of Interest using Bayesian Stochastic Blockmodels, Deepak Agarwal (AT&T Laboratories - Research), Daryl Pregibon (AT&T Labs) Novel Applications (Friday, 3:00pm) Best Student Paper: Non-linear Manifold Learning For Data Stream, Martin H. C. Law (Michigan State University), Nan Zhang (Michigan State University), Anil Jain (Michigan State University) Stream and Sequence Mining (Thursday, 10:00am)