Publications

KDD-08 videos are available at
http://videolectures.net/kdd08_las_vegas/

The videos include

Tutorials

• Mining Massive RFID, Trajectory, and Traffic Data Sets,
  Jiawei Han , Jae-Gil Lee, Hector Gonzalez, Xiaolei Li
• Mining Uncertain and Probabilistic Data: problems, Challenges, Methods, and Applications
  Jian Pei, Ming Hua
• Blogosphere: Research Issues, Applications, and Tools
  Nitin Agarwal, Huan Liu
• Graph Mining and Graph Kernels
  Karsten Michael Borgwardt, Xifeng Yan

• Regularization Paths and Coordinate Descent, by Trevor Hastie
• The Future of Image Search, by Jitendra Malik
• Internet Advertising and Optimal Auction Design, by Michael Schwarz

• The Structure of Information Pathways in a Social Communication Network, by Jon Kleinberg
• Influence and Correlation in Social Networks, by Aris Anagnostopoulos
• Weighted Graphs and Disconnected Components, by Mary McGlohon
• Microscopic Evolution of Social Networks, by Jure Leskovec
• Mobile Call Graphs: Beyond Power-Law and Lognormal Distributions, by Mukund Seshadri
• Feedback Effects between Similarity and Social Influence in Online Communities, by Mukund Seshadri
• Feedback Effects between Similarity and Social Influence in Online Communities, by David J. Crandal

• Automatic Identification of Quasi-Experimental Designs for Discovering Causal Knowledge, by D. D. Jensen
• Effective Label Acquisition for Collective Classification, by Mustafa Bilgic
• Using Ghost Edges for Classification in Sparsely Labeled Networks, by B. Gallagher