Quality-based knowledge discovery from medical text on the web example of computational methods in web intelligence

Intelligent Systems Reference Library

Volumn 50, Issue , 2013, Pages 145-158

  Holzinger, Andreas ^a   Yildirim, Pinar ^b   Geier, Michael ^a   Simonic, Klaus Martin ^a  

^a MEDICAL UNIVERSITY OF GRAZ   (Austria)

^b OKAN UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84885642748     PISSN: 18684394     EISSN: 18684408     Source Type: Book Series    
DOI: 10.1007/978-3-642-37688-7_7     Document Type: Article

References (27)

1. http://www.ncbi.nlm.nih.gov/pubmed
2. http://www.ncbi.nlm.nih.gov/Entrez
3. http://www.nlm.nih.gov/bsd/revup/revup_pub.html#med_update
4. Holzinger, A., Simonic, K.M., Yildirim, P.: Disease-disease relationships for rheumatic diseases: Web-based biomedical textmining and knowledge discovery to assist medical decision making. In: 36th International Conference on Computer Software and Applications, COMPSAC, pp. 573-580. IEEE, Izmir (2012)
5. Kreuzthaler, M., Bloice, M.D., Faulstich, L., Simonic, K.M., Holzinger, A.: A Comparison of Different Retrieval Strategies Working on Medical Free Texts. Journal of Universal Computer Science 17, 1109-1133 (2011)
6. Solka, J.L.: Text data mining: theory and methods. Statistics Surveys 2, 94-112 (2008)
7. Yildirim, P., Çeken, Ç., Çeken, K., Tolun, M.R.: Clustering Analysis for Vasculitic Diseases. In: Zavoral, F., Yaghob, J., Pichappan, P., El-Qawasmeh, E. (eds.) NDT 2010. CCIS, vol. 88, pp. 36-45. Springer, Heidelberg (2010)
8. http://wishart.biology.ualberta.ca/polysearch/ cgi-bin/help.cgi#eval1
9. Lu, Z.: PubMed and beyond: a survey of web tools for searching biomedical literature. Database 2011 (2011)
10. Cheng, D., Knox, C., Young, N., Stothard, P., Damaraju, S., Wishart, D.S.: PolySearch: a web-based text mining system for extracting relationships between human diseases, genes, mutations, drugs and metabolites. Nucleic Acids Research 36, W399-W405 (2008)
11. Tsuruoka, Y., Tsujii, J., Ananiadou, S.: FACTA: a text search engine for finding associated biomedical concepts. Bioinformatics 24, 2559-2560 (2008)
12. Yildirim, P., Çeken, Ç., Hassanpour, R., Tolun, M.R.: Prediction of similarities among rheumatic diseases. Journal of Medical Systems, 1-6 (2010)
13. http://refine1-nactem.mc.man.ac.uk/facta-visualizer/
14. Nobata, C., Cotter, P., Okazaki, N., Rea, B., Sasaki, Y., Tsuruoka, Y., Tsujii, J., Ananiadou, S.: Kleio: a knowledge-enriched information retrieval system for biology (Year)
15. Schmeier, S., Hakenberg, J., Kowald, A., Klipp, E., Leser, U.: Text mining for systems biology using statistical learning methods, pp. 125-129 (Year)
16. Shannon, C.E.: A Mathematical Theory of Communication. Bell System Technical Journal 27, 379-423 (1948)
17. Church, K.W., Hanks, P.: Word association norms, mutual information, and lexicography. Computational Linguistics 16, 22-29 (1990)
18. Fano, R.: Transmission of Information: A Statistical Theory of Communications. MIT Press, Cambridge (1961)
19. Bouma, G.: Normalized (pointwise) mutual information in collocation extraction. From Form to Meaning: Processing Texts Automaticallym. In: Proceedings of the Biennial GSCL Conference, pp. 31-40. Günter Narr Verlag, Tübingen (2009)
20. Van de Cruys, T.: Two multivariate generalizations of pointwise mutual information. In: Workshop on Distributional Semantics and Compositionality (DiSCo 2011), pp. 16-20. Association for Computational Linguistics (Year)
21. Recchia, G., Jones, M.N.: More data trumps smarter algorithms: comparing pointwise mutual information with latent semantic analysis. Behavior Research Methods 41, 647-656 (2009)
22. Newman, D., Noh, Y., Talley, E., Karimi, S., Baldwin, T.: Evaluating topic models for digital libraries. In: Proceedings of the 10th Annual Joint Conference on Digital Libraries, pp. 215-224. ACM, Gold Coast (2010)
23. Takada, T.: Mining local and tail dependence structures based on pointwise mutual information. Data Min. Knowl. Discov. 24, 78-102 (2012)
24. Ferreira da Silva, J., Pereira Lopes, G.: A local maxima method and a fair dispersion normalization for extracting multiword units from corpora. In: Sixth Meeting on Mathematics of Language, pp. 369-381 (Year)
25. Bar-Ilan, J.: Comparing rankings of search results on the web. Inf. Process. Manage. 41, 1511-1519 (2005)
26. Holzinger, A., Stocker, C., Peischl, B., Simonic, K.-M.: On Using Entropy for Enhancing Handwriting Preprocessing. Entropy 14, 2324-2350 (2012)
27. Holzinger, A., Stocker, C., Bruschi, M., Auinger, A., Silva, H., Gamboa, H., Fred, A.: On Applying Approximate Entropy to ECG Signals for Knowledge Discovery on the Example of Big Sensor Data. In: Huang, R., Ghorbani, A.A., Pasi, G., Yamaguchi, T., Yen, N.Y., Jin, B. (eds.) AMT 2012. LNCS, vol. 7669, pp. 646-657. Springer, Heidelberg (2012)