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ORCIDSNA@ICML 2006: Pittsburgh, Pennsylvania, USA
- Edoardo M. Airoldi
, David M. Blei, Stephen E. Fienberg, Anna Goldenberg, Eric P. Xing, Alice X. Zheng:
Statistical Network Analysis: Models, Issues, and New Directions - ICML 2006 Workshop on Statistical Network Analysis, Pittsburgh, PA, USA, June 29, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4503, Springer 2007, ISBN 978-3-540-73132-0
Invited Presentations
- Aaron Clauset, Cristopher Moore, Mark E. J. Newman:
Structural Inference of Hierarchies in Networks. 1-13 - David Krackhardt, Mark S. Handcock:
Heider vs Simmel: Emergent Features in Dynamic Structures. 14-27 - Andrew McCallum, Xuerui Wang, Natasha Mohanty:
Joint Group and Topic Discovery from Relations and Text. 28-44 - Stanley Wasserman, Garry Robins, Douglas L. Steinley:
Statistical Models for Networks: A Brief Review of Some Recent Research. 45-56
Other Presentations
- Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, Eric P. Xing:
Combining Stochastic Block Models and Mixed Membership for Statistical Network Analysis. 57-74 - Anna Goldenberg, Alice X. Zheng:
Exploratory Study of a New Model for Evolving Networks. 75-89 - Isobel Claire Gormley, Thomas Brendan Murphy:
A Latent Space Model for Rank Data. 90-102 - Mark S. Handcock, Martina Morris:
A Simple Model for Complex Networks with Arbitrary Degree Distribution and Clustering. 103-114 - Steve Hanneke, Eric P. Xing:
Discrete Temporal Models of Social Networks. 115-125 - Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon:
Approximate Kalman Filters for Embedding Author-Word Co-occurrence Data over Time. 126-139 - Cosma Rohilla Shalizi, Marcelo F. Camperi, Kristina Lisa Klinkner:
Discovering Functional Communities in Dynamical Networks. 140-157 - Robert H. Warren, Dana F. Wilkinson, Mike Warnecke:
Empirical Analysis of a Dynamic Social Network Built from PGP Keyrings. 158-171
Extended Abstracts
- Sofus Attila Macskassy, Foster J. Provost:
A Brief Survey of Machine Learning Methods for Classification in Networked Data and an Application to Suspicion Scoring. 172-175 - Ian MacKinnon, Robert H. Warren:
Age and Geographic Inferences of the LiveJournal Social Network. 176-178 - Galileo Mark S. Namata Jr., Lise Getoor, Christopher P. Diehl:
Inferring Organizational Titles in Online Communication. 179-181 - Chao Wang, Srinivasan Parthasarathy:
Learning Approximate MRFs from Large Transactional Data. 182-185
Panel Discussion
- David M. Blei:
Panel Discussion. 186-194
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