KDD2010 Workshop LDMTA 2010 Program Schedule
in conjunction with SIGKDD2010, July 25‐28, 2010, Washington, DC,USA.
Program
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9:00-9:10am Opening
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9:10-10:10am Keynote1
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Robert Grossman, Professor, University of Illinois at Chicago (UIC)
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Title: My Other Computer is a Data Center: The Sector Perspective on Big Data
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10:10-10:30am Break
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10:30-12:10am Technical Presentation
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- Polo Chau, "Polonium: Tera-Scale Graph Mining for Malware Detection" [Slides]
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- Varun Chandola and Ranga Raju Vatsavai, "Scalable Hyper-parameter Estimation for Gaussian Process Based Time Series Analysis" [Slides]
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- Saeed Salem, Khedidja Seridi, Loqmane Seridi, Jianfei Wu and Mohammed Zaki, "VOKNN: Voting-based Nearest Neighbor Approach for Scalable SVM Training" [Slides]
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12:10-2:00pm Lunch
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2:00-3:00pm Keynote2
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David Ferrucci, Department Group Manager, IBM T.J. Watson Research Center
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Title: Build Watson: An Overview of DeepQA for The Jeopardy! Challenge
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3:00-3:30pm Break
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3:30-4:20pm Technical Presentation
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- U Kang, "Inference of Beliefs on Billion-Scale Graphs" [Slides]
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- Tor Kvernvik and fredrik hildorsson, "Scalability for social network algorithms" [Slides]
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- Haim Avron, "Counting Triangles in Large Graphs using Randomized Matrix Trace Estimation" [Slides]
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4:20-4:30pm Break
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4:30-5:30pm Panel: "Challenges and new directions for large-scale data mining"
- What is the definition and characteristics of large-scale data mining?
- Why (or why not) should a student do a PhD thesis in large-scale data mining?
- What is the direction of large-scale data mining research?
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5:30-5:40pm Concluding remarks
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