SCOPUS 정보 검색 플랫폼

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2009, Pages 980-985

Topic modeling for sequences of temporal activities

(5) Shen, Zhiyong a,c Luo, Ping a Xiong, Yuhong a Sun, Jun b Shen, Yidong b

a HEWLETT PACKARD LABORATORIES (United States)

b INSTITUTE OF GEOLOGY AND GEOPHYSICS (China)

c BEIHANG UNIVERSITY (China)

Author keywords

[No Author keywords available]

Indexed keywords

ACTIVITY SEQUENCE; CONTINUOUS TIME; GLOBAL TRANSITIONS; LOCAL TRANSITIONS; MIXTURE DISTRIBUTIONS; REAL WORLD DOMAIN; SYSTEM CALLS; TEMPORAL INFORMATION; TEMPORAL SEQUENCES; TIME RANGE; TIME-STAMP; TOPIC MODEL;

PROBABILITY DISTRIBUTIONS;

EID: 77951157878 PISSN: 15504786 EISSN: None Source Type: Conference Proceeding
DOI: 10.1109/ICDM.2009.83 Document Type: Conference Paper

Times cited : (10)

References (8)

1
- 33749242628
- Dynamic topic models
- D. M. Blei and J. D. Lafferty. Dynamic topic models. In Proceedings of the 23rd International Conference on Machine Learning, pages 113-120, 2006.
- (2006) Proceedings of the 23rd International Conference on Machine Learning , pp. 113-120
- Blei, D.M.¹ Lafferty, J.D.²

2
- 85161981998
- Supervised topic models
- J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Cambridge, MA, MIT Press
- D. M. Blei and J. McAuliffe. Supervised topic models. In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, Advances in Neural Information Processing Systems 20, pages 121-128, Cambridge, MA, 2008. MIT Press.
- (2008) Advances in Neural Information Processing Systems , vol.20 , pp. 121-128
- Blei, D.M.¹ McAuliffe, J.²

3
- 0141607824
- Latent dirichlet allocation
- Januaray
- D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. Journal of machine Learning Research, 3:993-1022, Januaray 2003.
- (2003) Journal of Machine Learning Research , vol.3 , pp. 993-1022
- Blei, D.M.¹ Ng, A.Y.² Jordan, M.I.³

4
- 22044450174
- Sequential activity profiling: Latent dirichlet allocation of markov chains
- M. Girolami and A. Kabán. Sequential activity profiling: Latent dirichlet allocation of markov chains. Data Min. Knowl. Discov., 10(3):175-196, 2005.
- (2005) Data Min. Knowl. Discov. , vol.10 , Issue.3 , pp. 175-196
- Girolami, M.¹ Kabán, A.²

5
- 84898936438
- Integrating topics and syntax
- T. L. Griffiths, M. Steyvers, D. M. Blei, and J. B. Tenenbaum. Integrating topics and syntax. In Advances in Neural Information Processing Systems 17, pages 537-544, 2005.
- (2005) Advances in Neural Information Processing Systems , vol.17 , pp. 537-544
- Griffiths, T.L.¹ Steyvers, M.² Blei, D.M.³ Tenenbaum, J.B.⁴

6
- 59249093678
- Discovery of activity patterns using topic models
- H. Y. Youn and W.-D. Cho, editors, UbiComp, of, ACM
- T. Huynh, M. Fritz, and B. Schiele. Discovery of activity patterns using topic models. In H. Y. Youn and W.-D. Cho, editors, UbiComp, volume 344 of ACM International Conference Proceeding Series, pages 10-19. ACM, 2008.
- (2008) ACM International Conference Proceeding Series , vol.344 , pp. 10-19
- Huynh, T.¹ Fritz, M.² Schiele, B.³

7
- 33749245495
- Topic modeling: Beyond bag-of-words
- H. Wallach. Topic modeling: beyond bag-of-words. In Proceedings of the 23rd International Conference on Machine Learning, 2006.
- (2006) Proceedings of the 23rd International Conference on Machine Learning
- Wallach, H.¹

8
- 33749565782
- Topics over time: A non-markov continuous-time model of topical trends
- X. Wang and A. McCallum. Topics over time: a non-markov continuous-time model of topical trends. In Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 424-433, 2006.
- (2006) Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 424-433
- Wang, X.¹ McCallum, A.²

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