-
1
-
-
76849117578
-
The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies
-
David M Blei, Thomas L Griffiths, and Michael I Jordan. The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies. Journal of the ACM (JACM), 57(2):7, 2010.
-
(2010)
Journal of the ACM (JACM)
, vol.57
, Issue.2
, pp. 7
-
-
Blei, D.M.1
Griffiths, T.L.2
Jordan, M.I.3
-
4
-
-
38149095674
-
Detect and track latent factors with online nonnegative matrix factorization
-
Bin Cao, Dou Shen, Jian-Tao Sun, Xuanhui Wang, Qiang Yang, and Zheng Chen. Detect and track latent factors with online nonnegative matrix factorization. In IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007.
-
(2007)
IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12
-
-
Cao, B.1
Shen, D.2
Sun, J.-T.3
Wang, X.4
Yang, Q.5
Chen, Z.6
-
6
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
Lee Daniel and Seung Sebastian. Learning the parts of objects by non-negative matrix factorization. Nature, 1999.
-
(1999)
Nature
-
-
Daniel, L.1
Sebastian, S.2
-
7
-
-
85059655197
-
Nist's 1998 topic detection and tracking evaluation (tdt2)
-
Jonathan G. Fiscus, George R. Doddington, John S. Garofolo, and Alvin F. Martin. Nist's 1998 topic detection and tracking evaluation (tdt2). In Sixth European Conference on Speech Communication and Technology, EUROSPEECH 1999, Budapest, Hungary, September 5-9, 1999.
-
(1999)
Sixth European Conference on Speech Communication and Technology, EUROSPEECH 1999, Budapest, Hungary, September 5-9
-
-
Fiscus, J.G.1
Doddington, G.R.2
Garofolo, J.S.3
Martin, A.F.4
-
9
-
-
77956061153
-
Keep it simple with time: A reexamination of probabilistic topic detection models
-
oct.
-
Qi He, Kuiyu Chang, Ee-Peng Lim, and A. Banerjee. Keep it simple with time: A reexamination of probabilistic topic detection models. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 32(10):1795 -1808, oct. 2010.
-
(2010)
Pattern Analysis and Machine Intelligence, IEEE Transactions on
, vol.32
, Issue.10
, pp. 1795-1808
-
-
He, Q.1
Chang, K.2
Lim, E.-P.3
Banerjee, A.4
-
11
-
-
83055161779
-
Emerging topic detection using dictionary learning
-
Shiva Prasad Kasiviswanathan, Prem Melville, Arindam Banerjee, and Vikas Sindhwani. Emerging topic detection using dictionary learning. In Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, pages 745-754, 2011.
-
(2011)
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28
, pp. 745-754
-
-
Kasiviswanathan, S.P.1
Melville, P.2
Banerjee, A.3
Sindhwani, V.4
-
12
-
-
79952385854
-
Trend analysis model: Trend consists of temporal words, topics, and timestamps
-
ACM
-
Noriaki Kawamae. Trend analysis model: trend consists of temporal words, topics, and timestamps. In Proceedings of the fourth ACM international conference on Web search and data mining, WSDM '11, pages 317-326. ACM, 2011.
-
(2011)
Proceedings of the Fourth ACM International Conference on Web Search and Data Mining, WSDM '11
, pp. 317-326
-
-
Kawamae, N.1
-
13
-
-
84898964201
-
Algorithms for non-negative matrix factorization
-
Denver, CO, USA
-
Daniel D. Lee and H. Sebastian Seung. Algorithms for non-negative matrix factorization. In Advances in Neural Information Processing Systems 13, (NIPS), Denver, CO, USA, pages 556-562, 2000.
-
(2000)
Advances in Neural Information Processing Systems 13, (NIPS)
, pp. 556-562
-
-
Lee, D.D.1
Seung, H.S.2
-
14
-
-
0033592606
-
Learning the parts of objects by non-negative matrix factorization
-
D.D. Lee, H.S. Seung, et al. Learning the parts of objects by non-negative matrix factorization. Nature, 401(6755):788-791, 1999.
-
(1999)
Nature
, vol.401
, Issue.6755
, pp. 788-791
-
-
Lee, D.D.1
Seung, H.S.2
-
15
-
-
84860860591
-
Dynamical classes of collective attention in twitter
-
ACM
-
J. Lehmann, B. Gonçalves, J.J. Ramasco, and C. Cattuto. Dynamical classes of collective attention in twitter. In Proceedings of the 21st international conference on World Wide Web, WWW '12, pages 251-260. ACM, 2012.
-
(2012)
Proceedings of the 21st International Conference on World Wide Web, WWW '12
, pp. 251-260
-
-
Lehmann, J.1
Gonçalves, B.2
Ramasco, J.J.3
Cattuto, C.4
-
17
-
-
76749107542
-
Online learning for matrix factorization and sparse coding
-
J. Mairal, F. Bach, J. Ponce, and G. Sapiro. Online learning for matrix factorization and sparse coding. The Journal of Machine Learning Research, 11:19-60, 2010.
-
(2010)
The Journal of Machine Learning Research
, vol.11
, pp. 19-60
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
Sapiro, G.4
-
20
-
-
38349172091
-
Topic and role discovery in social networks with experiments on enron and academic email
-
A. McCallum, X. Wang, and A. Corrada-Emmanuel. Topic and role discovery in social networks with experiments on enron and academic email. Journal of Artificial Intelligence Research, 30(1):249-272, 2007.
-
(2007)
Journal of Artificial Intelligence Research
, vol.30
, Issue.1
, pp. 249-272
-
-
McCallum, A.1
Wang, X.2
Corrada-Emmanuel, A.3
-
21
-
-
79960498353
-
Automatic evaluation of topic coherence
-
Association for Computational Linguistics
-
David Newman, Jey Han Lau, Karl Grieser, and Timothy Baldwin. Automatic evaluation of topic coherence. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, pages 100-108. Association for Computational Linguistics, 2010.
-
(2010)
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
, pp. 100-108
-
-
Newman, D.1
Lau, J.H.2
Grieser, K.3
Baldwin, T.4
-
23
-
-
80053272732
-
Streaming first story detection with application to twitter
-
Stroudsburg, PA, USA. Association for Computational Linguistics
-
Saša Petrović, Miles Osborne, and Victor Lavrenko. Streaming first story detection with application to twitter. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, HLT '10, pages 181-189, Stroudsburg, PA, USA, 2010. Association for Computational Linguistics.
-
(2010)
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, HLT '10
, pp. 181-189
-
-
Petrović, S.1
Osborne, M.2
Lavrenko, V.3
-
24
-
-
65449138803
-
Fast collapsed gibbs sampling for latent dirichlet allocation
-
ACM
-
Ian Porteous, David Newman, Alexander Ihler, Arthur Asuncion, Padhraic Smyth, and Max Welling. Fast collapsed gibbs sampling for latent dirichlet allocation. In Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, KDD '08, pages 569-577. ACM, 2008.
-
(2008)
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '08
, pp. 569-577
-
-
Porteous, I.1
Newman, D.2
Ihler, A.3
Asuncion, A.4
Smyth, P.5
Welling, M.6
-
25
-
-
84858043041
-
Learning evolving and emerging topics in social media: A dynamic nmf approach with temporal regularization
-
Ankan Saha and Vikas Sindhwani. Learning evolving and emerging topics in social media: a dynamic nmf approach with temporal regularization. In Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12, pages 693-702, 2012.
-
(2012)
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, WSDM 2012, Seattle, WA, USA, February 8-12
, pp. 693-702
-
-
Saha, A.1
Sindhwani, V.2
-
26
-
-
33751049813
-
Topic detection from blog documents using users Õ interests
-
IEEE
-
Yuichiro Sekiguchi, Harumi Kawashima, Hidenori Okuda, and Masahiro Oku. Topic detection from blog documents using users Õ interests. In Mobile Data Management, 2006. MDM 2006. 7th International Conference on, pages 108-108. IEEE, 2006.
-
(2006)
Mobile Data Management, 2006. MDM 2006. 7th International Conference on
, pp. 108-108
-
-
Sekiguchi, Y.1
Kawashima, H.2
Okuda, H.3
Oku, M.4
-
30
-
-
84866021115
-
Tm-lda: Efficient online modeling of latent topic transitions in social media
-
Yu Wang, Eugene Agichtein, and Michele Benzi. Tm-lda: efficient online modeling of latent topic transitions in social media. In The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, pages 123-131, 2012.
-
(2012)
The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16
, pp. 123-131
-
-
Wang, Y.1
Agichtein, E.2
Benzi, M.3
|