Monday, January 14, 2002
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Morning Session
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8:30 - 9:00
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Check-In/Breakfast (Hosted by IPAM)
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9:00 - 9:15
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Welcome and Opening Remarks
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9:15 - 10:30
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Chandrika Kamath (Lawrence Livermore National Laboratory)
"Tutorial: Introduction to scientific data mining"
Presentation (PDF File)
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10:30 - 11:00
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Break
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11:00 - 12:15
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Vipin Kumar (University of Minnesota/AHPCRC)
"Tutorial: Data mining algorithms"
Presentation (PDF File)
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12:15 - 2:00
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Lunch (on your own)
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Afternoon Session
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2:00 - 3:00
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Terrence Sejnowski (Salk Institute) (I)
"Independent Component Analysis"
Presentation (PDF File)
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3:00 - 3:30
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Break
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3:30 - 4:30
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Dennis Mock (UCSD) (I)
"Mining High-Throughput Biological Microarray Data"
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4:30 - 5:15
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Stanley Osher (IPAM & UCLA) (S)
"Level sets and their role in image/data processing"
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Tuesday, January 15, 2002
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Morning Session
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8:30 - 9:00
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Continental Breakfast
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9:00 - 10:00
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Padhraic Smyth (UC Irvine) (I)
"Data Mining: the Interface of Statistics and Computer Science"
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10:00 - 10:45
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Doug Nychka (NCAR) (S)
"Extracting information and building models from large geophysical datasets"
Presentation (PDF File)
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10:45 - 11:15
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Break
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11:15 - 12:00
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Vipin Kumar (University of Minnesota/AHPCRC) (S)
"Discovery of Patterns in the Global Climate System using Data Mining"
Presentation (PDF File)
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12:00 - 12:30
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Imola Fodor and Chandrika Kamath (LLNL) (C)
"Mining the FIRST Astronomical Survey"
Presentation (PowerPoint File)
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12:30 - 2:00
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Lunch (Hosted by IPAM)
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Afternoon Session
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2:00 - 3:00
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Rahul Ramachandran, Sara Graves, and Ken Keiser (University of Alabama in Huntsville) (I)
"Data Mining In Earth Sciences"
Presentation (PowerPoint File)
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3:00 - 3:30
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Amy Braverman (Jet Propulsion Laboratory)
"Reducing Size and Complexity of Large Geophysical Data Sets"
Presentation (PDF File)
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3:30 - 4:00
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Break
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4:00 - 5:00
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Paul Thompson (UCLA) (I)
"Brain Image Analysis: Recent Advances and Current Mathematical/Computational Challenges"
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5:00 - 5:45
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Ivan Marusic (University of Minnesota) (S)
"Mining Turbulence Data"
Presentation (PowerPoint File)
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Wednesday, January 16, 2002
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Morning Session
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8:30 - 9:00
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Continental Breakfast
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9:00 - 10:00
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Mladen Wickerhauser (Washington University) (I)
"Applications Of Wavelets In Image Analysis"
Presentation (PDF File)
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10:00 - 10:30
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Break
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10:30 - 11:30
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Bir Bhanu (UC Riverside) (I)
"Learning In Computer Vision"
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11:30 - 12:15
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Mohammed Zaki (RPI) (S)
"Data Mining for Protein Structure Prediction"
Presentation (PowerPoint File)
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12:15 - 2:00
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Lunch (on your own)
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Afternoon Session
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2:00 - 3:00
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George Djorgovski (Caltech) (I)
"Data Mining Challenges in Astronomy"
Presentation (PowerPoint File)
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3:00 - 3:30
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Shusaku Tsumoto (Shimane Medical University)
"Introduction to rough sets"
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3:30 - 3:45
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Break
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3:45 - 4:15
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John Brence (United States Military Academy) and Donald Brown (University of Virginia) (C)
"Complexity challenges to the discovery corrosion relationships in Eddy current non-destructive test data"
Presentation (PDF File)
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4:15 - 4:35
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Rahul Ramachandran (University of Alabama in Huntsville)
"ADaM System Architecture"
Presentation (PowerPoint File)
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4:15 - 4:55
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R. L. Grossman (University of Illinois at Chicago)
"Data Space: Protocols and Services for Distributed Data Mining and Remote Data Analysis"
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4:55 - 5:15
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Chandrika Kamath (Lawrence Livermore National Laboratory)
"Sapphire System Architecture"
Presentation (PDF File)
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5:15 - 6:30
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Poster Session and Wine and Cheese Reception
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Thursday, January 17, 2002
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Morning Session
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8:30 - 9:00
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Continental Breakfast
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9:00 - 10:00
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Dennis DeCoste (JPL) (I)
"Support Vector Machines and Other Kernel Methods: Key Concepts, Recent Advances, and Applications"
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10:00 - 10:30
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Break
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10:30 - 11:15
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Raghu Machiraju (Ohio State University) (S)
"Data Mining To Complement Visualization For Analysis Of Simulation Data"
Presentation (PowerPoint File)
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11:15 - 12:00
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George Karypis (University of Minnesota) (S)
"Frequent Subgraph Discovery - Finding Patterns in Structured and Relational Scientific Data Sets"
Presentation (PDF File)
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12:00 - 2:00
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Lunch (Hosted by IPAM)
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Afternoon Session
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2:00 - 3:00
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Zoran Obradovic (Temple University) (I)
"Commoness, Complexity, Flavors and Function of Intrinsic Protein Disorder: A Bioinformatic Study"
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3:00 - 3:45
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Padhraic Smyth (UC Irvine) (S)
"Mixture models for data exploration and prediction"
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3:45 - 4:15
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Break
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4:15 - 4:45
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Tony Chan (UCLA), Tarek Mathew and Andy Yip (UCLA) (C)
"A scale dependent clustering model by direct maximization of homogenity and separation"
Presentation (PDF File)
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4:45 - 5:30
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Pierre Baldi (UC Irvine) (S)
"Data Mining In Biological Sequences"
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Friday, January 18, 2002
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Morning Session
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8:30 - 9:00
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Continental Breakfast
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9:00 - 9:45
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Mike Turmon (JPL/Caltech) (S)
"Modeling Spatial Data: Challenges and Applications to Solar Imagery"
Presentation (PDF File)
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9:45 - 10:15
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Zoran Obradovic (Temple University) (C)
"Knowledge Discovery in Spatial and Temporal Databases"
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10:15 - 10:45
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Break
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10:45 - 11:45
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Leo Breiman (UC Berkeley) (I)
"Prediction and Understanding"
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11:45 - 12:30
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Tony Chan (UCLA) joint with Luminita Vese (UCLA) (S)
"Variational Level Set Techniques for mining objects in images"
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12:30
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Conclusion
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