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International Journal of Medical Informatics
Volume 78, Issue 12
, Pages e1-e6
, December 2009
Combining hidden Markov models and latent semantic analysis for topic segmentation and labeling: Method and clinical application
References
- . Automated text segmentation and topic labeling of clinical narratives. In: Proceedings of Louhi’08. TUCS. 2008;p. 99–103
- . The granularity of medical narratives and its effect on the speed and completeness of information retrieval. Journal of American Medical Informatics Association. 1998;5(6):571–582
- . TextTiling: segmenting text into multi-paragraph subtopic passages. Computational Linguistics. 1997;23(1):33–64
- . Using collocations for topic segmentation and link detection. In: Proceedings of COLING’02. ACL. 2002;p. 1–7
- . A hidden Markov model approach to text segmentation and event tracking. In: Proceedings of ICASSP’98. IEEE. 1998;p. 333–336
- . Topic segmentation with an aspect hidden Markov model. In: Proceedings of SIGIR’01. ACM. 2001;p. 343–348
- . Hidden topic Markov models. In: Proceedings of AISTATS’07. Society for Artificial Intelligence and Statistics. 2007;
- . Text segmentation by topic. In: Proceedings of ECDL’97. Springer-Verlag. 1997;p. 113–125
- . Topic segmentation for short texts. In: Proceedings of PACLIC 17. Colips Publications. 2003;p. 159–165
- . A baseline feature set for learning rhetorical zones using full articles in the biomedical domain. SIGKDD Explorations. 2005;7(1):52–58
- . Knowtator: a Protégé plug-in for annotated corpus construction. In: Proceedings of HLT-NAACL’06. ACL. 2006;p. 273–275
- . Automatic word sense discrimination. Computational Linguistics. 1998;24(1):97–123
- . Word vectors and quantum logic: experiments with negation and disjunction. In: Proceedings of MoL8. 2003;p. 141–154
- . A tutorial on hidden Markov models and selected applications in speech recognition. Proceedings of the IEEE. 1989;77(2):257–286
- . Combining hidden Markov models and latent semantic analysis for topic segmentation and labeling: method and clinical application. In: Proceedings of SMBM’08. TUCS. 2008;p. 37–44
- . Two-level model for morphological analysis. In: Proceedings of IJCAI’83. Morgan Kaufmann. 1983;p. 683–685
- . Discovering corpus-specific word senses. In: Proceedings of EACL’03. ACL. 2003;p. 79–82
- . A critique and improvement of an evaluation metric for text segmentation. Computational Linguistics. 2002;28(1):19–36
- . Probabilistic latent semantic analysis. In: Proceedings of UAI’99. Morgan Kaufmann. 1999;p. 289–296
- . Random indexing of text samples for latent semantic analysis. In: Proceedings of CogSci’00. Erlbaum. 2000;p. 1036
PII: S1386-5056(09)00017-3
doi: 10.1016/j.ijmedinf.2009.02.003
© 2009 Elsevier Ireland Ltd. All rights reserved.
« Previous
Next »
International Journal of Medical Informatics
Volume 78, Issue 12
, Pages e1-e6
, December 2009
