Have a personal or library account? Click to login
Comparative Evaluation of the Different Data Mining Techniques Used for the Medical Database Cover

Comparative Evaluation of the Different Data Mining Techniques Used for the Medical Database

Open Access
|Aug 2016

References

  1. 1. Agrawal R., Srikant R. (1993), Fast algorithm for mining assocation rules, International Conference on Very Large Databases, 487-499.
  2. 2. Bouckaert R (2004), Naive Bayes Classifiers That Perform Well with Continuous Variables, Lecture Notes in Computer Science Volume, 3339, 1089-1094.10.1007/978-3-540-30549-1_106
  3. 3. Cheng J, Greiner R (2001), Learning Bayesian Belief Network Classifiers, Algorithms and System In Stroulia & Matwin LNAI 2056, 141-151.10.1007/3-540-45153-6_14
  4. 4. Dardzinska A, Romaniuk A (2015a), Incomplete distributed information systems optimization based on queries, Advances in Swarm and Computational Intelligence, Volume 9142 of LNCS Springer, 265-274.10.1007/978-3-319-20469-7_29
  5. 5. Dardzinska A. (2013), Action Rules Mining. Springer, pp.90.10.1007/978-3-642-35650-6
  6. 6. Dardzinska A., Ras Z. (2003), On Rules Discovery from Incomplete Information Systems, Proceedings of ICDM’03 Workshop on Foundations and New Directions of Data Mining, Melbourne, Florida, IEEE Computer Society.
  7. 7. Dardzinska A., Romaniuk A. (2015b) Queries for detailed information system selection, Position Papers of the 2015 Federated Conference on Computer Science and Information Systems, Annals of Computer Science and Information Systems vol. 6, Computer Science and Information Systems: FedCSIS, 11-15.10.15439/2015F381
  8. 8. Deogun J., Raghavan V., Sever H. (1994), Rough set based classification methods and extended decision tables, International Workshop on Rough Sets and Soft Computing, 302-309.
  9. 9. Frawley W., Piatetsky-Shapiro G., Matheus C. (1991), Knowledge discovery in databases, An overview. Knowledge Discovery in Databases, 1–27.
  10. 10. Freund Y, Mason L. (1999), The alternating decision tree algorithm, In Proceedings of the 16th International Conference on Machine Learning, 124-133.
  11. 11. Han J., Kamber M. (2006), Data Mining: Concepts and Techniques, Morgan Kaufmann Publishers, Second Edition, 21-27.
  12. 12. Han J., Pei J., Yin Y. (2000), Mining frequent patterns without candidate generation, ACM SIGMOD International Conference on Management of Data, 1–12.10.1145/335191.335372
  13. 13. Pauk J., Dardzinska A. (2012), New method for finding rules in incomplete information systems controlled by reducts in flat feet treatment, Image Proc. and Communications Challenges. Advances in Intelligent and Soft Computing, 184, 209-214.
  14. 14. Ras Z., Dardzinska A. (2011), From Data to Classification Rules and Action,. International Journal of Intelligent Systems, Wiley, 26(6), 572-590.10.1002/int.20485
  15. 15. Ras Z., Dardzinska. A., Tsay. L., Wasyluk H. (2008), Association Action Rules, IEEE International Conference on Data Mining Workshops, 283-290.10.1109/ICDMW.2008.66
  16. 16. Ras Z., Joshi S. (1997), Query approximate answering system for an incomplete DKBS, Fundamenta Informaticae Journal, 20(3/4), 313-324.10.3233/FI-1997-303407
  17. 17. Sliwinska-Kowalska M., Niebudek-Bogusz E., Fiszer M., et al. (2006), The prevaence and risk factors for occupational voice disorders in teachers, Folia Phoniatr. Logop, 58(2), 85-101.
  18. 18. Thair Nu Phyu (2009), Survey of Classification Techniques in Data Mining, Proceedings of the International MultiConference of Engineers and Computer Scientists, Vol I IMECS.
  19. 19. Yoo I, Alafaireet P, Marinov M, et al. (2012), Data mining in healthcare and biomedicine, A survey of the literature. Journal of medical systems, 36(4), 2431-2448.10.1007/s10916-011-9710-521537851
DOI: https://doi.org/10.1515/ama-2016-0036 | Journal eISSN: 2300-5319 | Journal ISSN: 1898-4088
Language: English
Page range: 233 - 238
Submitted on: Feb 2, 2016
Accepted on: Jul 25, 2016
Published on: Aug 6, 2016
Published by: Bialystok University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2016 Anna Kasperczuk, Agnieszka Dardzińska, published by Bialystok University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.