KDD-08 video lectures

KDD-08 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

Plenary Invited Talks:

  • 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

Research Session – Social Networks:

  • 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

Research Session – Active and Semi-supervised Learning:

  • 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

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