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2Online Social Networks - Networking Group
http://odysseas.calit2.uci.edu/doku.php/public:online_social_networks
12 years ago by @folke
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4GibbsLDA++: A C/C++ Implementation of Latent Dirichlet Allocation (LDA) using Gibbs Sampling for Parameter Estimation and Inference
http://gibbslda.sourceforge.net/
13 years ago by @folke
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1FrontPage - OpenBUGS
http://www.openbugs.info/w/FrontPage
14 years ago by @folke
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2Machine Learning: Gibbs Sampling
http://www-users.cs.york.ac.uk/~jc/teaching/agm/lectures/lect13/lect13.pdf
14 years ago by @folke
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1Porteous et al. (2008) Fast Collapsed Gibbs Sampling for Latent Dirichlet Allocation « LingPipe Blog
http://lingpipe-blog.com/2009/01/22/porteous-et-al-2008-fast-collapsed-gibbs-sampling-for-latent-dirichlet-allocation/
14 years ago by @folke
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8Is the Sample Good Enough? Comparing Data from Twitters Streaming API with Twitters Firehose
F. Morstatter, J. ürgen Pfeffer, H. Liu, and K. Carley. (2013)
11 years ago by @folke
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3Multigraph sampling of online social networks
M. Gjoka, C. Butts, M. Kurant, and A. Markopoulou. Selected Areas in Communications, IEEE Journal on 29 (9): 1893--1905 (2011)
11 years ago by @folke
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1A comparison of sampling techniques for web graph characterization
L. Becchetti, C. Castillo, D. Donato, A. Fazzone, and I. Rome. Proceedings of the Workshop on Link Analysis (LinkKDD’06), Philadelphia, PA , (2006)
12 years ago by @folke
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1Overlapping probabilities of top ranking gene lists, hypergeometric distribution, and stringency of gene selection criterion
W. Fury, F. Batliwalla, P. Gregersen, and W. Li. Engineering in Medicine and Biology Society, 2006. EMBS'06. 28th Annual International Conference of the IEEE , page 5531--5534. IEEE, (2006)
12 years ago by @folke
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5Statistical Analysis of Network Data: Methods and Models
E. Kolaczyk. Springer Series In Statistics (2009)
12 years ago by @folke
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2Coarse-Grained Topology Estimation via Graph Sampling
M. Kurant, M. Gjoka, Y. Wang, Z. Almquist, C. Butts, and A. Markopoulou. Arxiv preprint arXiv:1105.5488 (2011)
12 years ago by @folke
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2Random walks on graphs: A survey
L. Lovász. Combinatorics, Paul Erdos is Eighty 2 (1): 1--46 (1993)
12 years ago by @folke
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3Towards Unbiased BFS Sampling
M. Kurant, A. Markopoulou, and P. Thiran. Arxiv preprint arXiv:1102.4599 (2011)
12 years ago by @folke
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2On the bias of BFS
M. Kurant, A. Markopoulou, and P. Thiran. Arxiv preprint arXiv:1004.1729 (2010)
12 years ago by @folke
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6Practical Recommendations on Crawling Online Social Networks
M. Gjoka, M. Kurant, C. Butts, and A. Markopoulou. IEEE J. Sel. Areas Commun. on Measurement of Internet Topologies (2011)
12 years ago by @folke
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1Crawling online social graphs
S. Ye, J. Lang, and F. Wu. Web Conference (APWEB), 2010 12th International Asia-Pacific , page 236--242. IEEE, (2010)
12 years ago by @folke
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4Statistical properties of sampled networks
S. Lee, P. Kim, and H. Jeong. Physical Review E 73 (1): 016102 (2006)
12 years ago by @folke
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2Sampling techniques for large, dynamic graphs
D. Stutzbach, R. Rejaie, N. Duffield, S. Sen, and W. Willinger. INFOCOM 2006. 25th IEEE International Conference on Computer Communications. Proceedings , page 1--6. IEEE, (2006)
12 years ago by @folke
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7Sampling from large graphs
J. Leskovec, and C. Faloutsos. Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining , page 631--636. ACM, (2006)
12 years ago by @folke
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6Fast collapsed Gibbs sampling for latent Dirichlet allocation
I. Porteous, D. Newman, A. Ihler, A. Asuncion, P. Smyth, and M. Welling. KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining , page 569--577. New York, NY, USA, ACM, (2008)
14 years ago by @folke
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15Finding scientific topics
T. Griffiths, and M. Steyvers. Proceedings of the National Academy of Sciences 101 (Suppl. 1): 5228-5235 (April 2004)
14 years ago by @folke
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3Rao-Blackwellisation of Sampling Schemes
G. Casella, and C. Robert. Biometrika 83 (1): 81-94 (March 1996)
14 years ago by @folke
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3Topic and role discovery in social networks with experiments on enron and academic email
A. McCallum, X. Wang, and A. Corrada-Emmanuel. Journal of Artificial Intelligence Research (2007)
14 years ago by @folke
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5Markov chain sampling methods for Dirichlet process mixture models
R. Neal. Journal of computational and graphical statistics (2000)
14 years ago by @folke
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3Explaining the Gibbs Sampler
G. Casella, and E. George. The American Statistician 46 (3): 167--174 (1992)
14 years ago by @folke
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2Online Social Networks - Networking Group

4GibbsLDA++: A C/C++ Implementation of Latent Dirichlet Allocation (LDA) using Gibbs Sampling for Parameter Estimation and Inference

1FrontPage - OpenBUGS

2Machine Learning: Gibbs Sampling

1Porteous et al. (2008) Fast Collapsed Gibbs Sampling for Latent Dirichlet Allocation « LingPipe Blog

publications (hide)25
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8Is the Sample Good Enough? Comparing Data from Twitters Streaming API with Twitters Firehose

3Multigraph sampling of online social networks

1A comparison of sampling techniques for web graph characterization

1Overlapping probabilities of top ranking gene lists, hypergeometric distribution, and stringency of gene selection criterion

5Statistical Analysis of Network Data: Methods and Models

2Coarse-Grained Topology Estimation via Graph Sampling

2Random walks on graphs: A survey

3Towards Unbiased BFS Sampling

2On the bias of BFS

6Practical Recommendations on Crawling Online Social Networks

1Crawling online social graphs

4Statistical properties of sampled networks

2Sampling techniques for large, dynamic graphs

7Sampling from large graphs

6Fast collapsed Gibbs sampling for latent Dirichlet allocation

15Finding scientific topics

3Rao-Blackwellisation of Sampling Schemes

3Topic and role discovery in social networks with experiments on enron and academic email

5Markov chain sampling methods for Dirichlet process mixture models

3Explaining the Gibbs Sampler

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