Class meeting for 10-605 2013 03 04
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This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2013.
Slides
- Classification in graphs: stacking for classifying WebSpam
- Properties of natural graphs
Readings
- Know your neighbors: web spam detection using the web topology, Carlos Castillo, Debora Donato, Aristides Gionis, Vanessa Murdock. Fabrizio Silvestri, SIGIR 2007.
- Stacked Graphical Models for Efficient Inference in Markov Random Fields, Zhenzhen Kou and William W. Cohen (2007), in SDM-2007.
Optional
- Online Stacked Graphical Learning, Zhenzhen Kou, Vitor Carvalho and William W. Cohen (2007), in SDM-2007.
- Samping from Large Graphs, Jure Leskovec and Christos Faloutsos, KDD 2006.
