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