KDD 2006
4th KDD Workshop on Temporal Data Mining:
Network Reconstruction from Dynamic Data
Aug 20, 2006


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Workshop Agenda

The workshop includes a collection of invited talks, short contributions by the organizers as background work, and a discussion session aimed at defining the field of network reconstruction, release of a challenge dataset that embodies multiple facets of network reconstruction, and proposals for collaborative efforts aimed at adapting algorithms developed in diverse contexts toward network reconstruction goals. A workshop handout summarizing agenda and abstracts is also available.

Schedule
8:30Welcome and introduction
Network reconstruction from dynamic data
  Workshop organizers
  
8:40Invited talks
Computer and communications networks: assessing and monitoring quality of service
  Vijay Nair (University of Michigan)
  
Estimating traffic intensities in a communication network via active network tomography
  Vinod Sharma (Indian Institute of Science)
  
Remembrance of experiments past: analyzing time course datasets to discover complex temporal invariants
  Bhubaneshwar Mishra (NYU)
  
Probabilistic models for discovering temporal semantic social networks
  C. Lee Giles (Penn State)
  
10:00Break
10:30Short papers by organizers
Reconstructing partial orders from linear extensions
  P.L. Fernandez, L.S. Heath, N. Ramakrishnan, and J.P. Vergara
  
Discovering network patterns in micro-electrode array data
  D. Patnaik, P.S. Sastry, and K.P. Unnikrishnan
  
10:50Panel Discussion by Invited Speakers
"Network" Neuroscience
Grand challenge datasets  
11:30Discussion by all participants
Establishing the field
Proposals for collaborative efforts
  
12:30Adjourn