-
1
-
-
38049110881
-
Combining stochastic block models and mixed membership for statistical network analysis
-
Springer, Berlin
-
Airoldi, E., B. Blei, S. Fienberg and E. Xing, "Combining stochastic block models and mixed membership for statistical network analysis," Statistical Network Analysis: Models, Issues and New Directions. Lecture Notes in Comput. Sci., 4503, pp. 57-74. Springer, Berlin, 2007.
-
(2007)
Statistical Network Analysis: Models, Issues and New Directions. Lecture Notes in Comput. Sci
, vol.4503
, pp. 57-74
-
-
Airoldi, E.1
Blei, B.2
Fienberg, S.3
Xing, E.4
-
2
-
-
33750356000
-
Formal models for expert finding in enterprise corpora
-
Balog, K., L. Azzopardi and M. de Rijke, "Formal models for expert finding in enterprise corpora," In Proc. of SIGIR 2006, pp. 43-50, 2006.
-
(2006)
Proc. of SIGIR
, pp. 43-50
-
-
Balog, K.1
Azzopardi, L.2
de Rijke, M.3
-
3
-
-
0141607824
-
Latent Dirichlet Allocation
-
Blei, D., A. Ng, and M. Jordan, "Latent Dirichlet Allocation," Journal of Machine Learning Research, pp. 993-1022, 2003.
-
(2003)
Journal of Machine Learning Research
, pp. 993-1022
-
-
Blei, D.1
Ng, A.2
Jordan, M.3
-
4
-
-
84989525001
-
Indexing by latent semantic analysis
-
Deerwester, S., S. Dumais, T. Landauer, G. Furnas and R. Harshman, "Indexing by latent semantic analysis," Journal of the American Society of Information Science, 41(6), pp. 391-407, 1990.
-
(1990)
Journal of the American Society of Information Science
, vol.41
, Issue.6
, pp. 391-407
-
-
Deerwester, S.1
Dumais, S.2
Landauer, T.3
Furnas, G.4
Harshman, R.5
-
5
-
-
1842637512
-
Mixed-membership models of scientific publications
-
Erosheva, E., S. Fienberg and J. Lafferty, "Mixed-membership models of scientific publications," In Proc. Natl. Acad. Sci. USA, pp. 11885-11892, 2004.
-
(2004)
Proc. Natl. Acad. Sci. USA
, pp. 11885-11892
-
-
Erosheva, E.1
Fienberg, S.2
Lafferty, J.3
-
6
-
-
37149023889
-
Probabilistic models for expert finding
-
Fang, H. and C. Zhai, "Probabilistic models for expert finding," In Proc. of ECIR 2007, pp. 418-430, 2007.
-
(2007)
Proc. of ECIR
, pp. 418-430
-
-
Fang, H.1
Zhai, C.2
-
8
-
-
84898971628
-
Prediction and semantic association
-
Cambridge, MA: MIT Press
-
Griffiths, T. L. and M. Steyvers, "Prediction and semantic association," In Neural Information Processing Systems, 15, Cambridge, MA: MIT Press, 2003
-
(2003)
Neural Information Processing Systems
, pp. 15
-
-
Griffiths, T.L.1
Steyvers, M.2
-
9
-
-
1842788824
-
Finding scientific topics
-
Griffiths, T. L. and M. Steyvers, "Finding scientific topics," In Proc. of the National Academy of Science, 101, pp. 5228-5235, 2004.
-
(2004)
Proc. of the National Academy of Science
, vol.101
, pp. 5228-5235
-
-
Griffiths, T.L.1
Steyvers, M.2
-
12
-
-
0034818212
-
Unsupervised Learning by Probabilistic Latent Semantic Analysis
-
Hofmann, T., "Unsupervised Learning by Probabilistic Latent Semantic Analysis," Machine Learning Journal, 42(1), pp. 177-196, 2001.
-
(2001)
Machine Learning Journal
, vol.42
, Issue.1
, pp. 177-196
-
-
Hofmann, T.1
-
13
-
-
80053431219
-
Introduction to Latent Semantic Analysis
-
Landauer, T.K., P. W. Foltz, and D. Laham, "Introduction to Latent Semantic Analysis," Discourse Processes, 25, pp. 259-284, 1998.
-
(1998)
Discourse Processes
, vol.25
, pp. 259-284
-
-
Landauer, T.K.1
Foltz, P.W.2
Laham, D.3
-
14
-
-
70450145855
-
-
Mccallum, A., A. Corrada-Emmanuel, and X. Wang, The author-recipient-topic model for topic and role discovery in social networks: Experiments with Enron and academic email, Technical report, Univ. Massachusetts, Amherst, 2004.
-
Mccallum, A., A. Corrada-Emmanuel, and X. Wang, "The author-recipient-topic model for topic and role discovery in social networks: Experiments with Enron and academic email," Technical report, Univ. Massachusetts, Amherst, 2004.
-
-
-
-
15
-
-
14344250829
-
Collaborative filtering: A machine learning perspective,
-
Master's thesis, University of Toronto
-
Marlin, B., "Collaborative filtering: A machine learning perspective," Master's thesis, University of Toronto, 2004.
-
(2004)
-
-
Marlin, B.1
-
16
-
-
36849008169
-
Expertise modeling for matching papers with reviewers
-
Mimmo, D. and A. McCallum, "Expertise modeling for matching papers with reviewers," In Proc. of KDD 2007, pp. 500-509, 2007.
-
(2007)
Proc. of KDD
, pp. 500-509
-
-
Mimmo, D.1
McCallum, A.2
-
18
-
-
33745841901
-
Discovering object categories in image collections
-
Sivic, J., B. Rusell, A. EFROS, A. ZISSERMAN and W. FREEMAN," Discovering object categories in image collections. Technical report, CSAIL, Massachusetts Institute of Technology, 2005
-
(2005)
Technical report, CSAIL, Massachusetts Institute of Technology
-
-
Sivic, J.1
Rusell, B.2
EFROS, A.3
ZISSERMAN, A.4
FREEMAN, W.5
-
19
-
-
12244288622
-
Probabilistic Author-Topic Models for Information Discovery
-
Steyvers, M., P. Smyth, M. Rosen-Zvi and T. Griffiths, "Probabilistic Author-Topic Models for Information Discovery," In Proc. of the 10th ACM SIGKDD international conference on Knowledge Discovery and Data mining, pp. 306-315, 2004.
-
(2004)
Proc. of the 10th ACM SIGKDD international conference on Knowledge Discovery and Data mining
, pp. 306-315
-
-
Steyvers, M.1
Smyth, P.2
Rosen-Zvi, M.3
Griffiths, T.4
-
20
-
-
44649094993
-
Probabilistic topic models
-
Laurence Erlbaum
-
Steyvers, M. and T. Griffits, "Probabilistic topic models," In Landauer, T., McNamara, D., Dennis, S. and Kintsch, W. (eds) Latent Semantic Analysis: A Road to Meaning, Laurence Erlbaum, 2006.,
-
(2006)
Landauer, T., McNamara, D., Dennis, S. and Kintsch, W. (eds) Latent Semantic Analysis: A Road to Meaning
-
-
Steyvers, M.1
Griffits, T.2
-
21
-
-
35348926088
-
Expertise networks in online communities: Structure and algorithms
-
Zhang, J., M.S. Ackerman and L. Adamic, "Expertise networks in online communities: structure and algorithms," In Proc. of WWW 2007, pp. 221-230, 2007.
-
(2007)
Proc. of WWW
, pp. 221-230
-
-
Zhang, J.1
Ackerman, M.S.2
Adamic, L.3
|