Publications
Subject: KDD-08 video: Tutorials, Invited talks, Social Networks, more ...
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
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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