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Metric Based Attribute Reduction Method in Dynamic Decision Tables Cover

Metric Based Attribute Reduction Method in Dynamic Decision Tables

Open Access
|Jun 2016

References

  1. 1. Slezak, D. Degrees of Conditional (in) Dependence: A Framework for Approximate Bayesian Networks and Examples Related to the Rough Setbased Feature Selection. - Information Sciences, Vol. 179, 2009, pp. 197-209.10.1016/j.ins.2008.09.007
  2. 2. Demetrovic s, J., V. D. Thi, N. L. Gian g. Metric Based Attribute Reduction in Dynamic Decision Tables. - Annales Univ. Sci. Budapest, Sect. Comp. Vol. 42, 2014, pp. 157-172.
  3. 3. Demetrovic s, J., V. D. Thi, N. L. Gian g. An Efficient Algorithm for Determining the Set of All Reductive Attributes in Incomplete Decision Tables. - Cybernetics and Information Technologies, Vol. 13, 2013, No 4, pp. 118-126.10.2478/cait-2013-0058
  4. 4. Demetrovic s, J., V. D. Thi, N. L. Giang. On Finding All Reducts of Consistent Decision Tables. - Cybernetics and Information Technologies, Vol. 14, 2014, No 4, pp. 3-10.10.1515/cait-2014-0001
  5. 5. Wang, F., J. Lian g, C. Dang. Attribute Reduction for Dynamic Data Sets. - Applied Soft Computing, Vol. 13, 2013, No 1, pp. 676-689.10.1016/j.asoc.2012.07.018
  6. 6. Wang, G. Y., H. Yu, D. C. Yang. Decision System Reduction Based on Conditional Information Entropy. - Chinese Journal of Computer, Vol. 25, 2002, No 7, pp. 759-766.
  7. 7. Gian, L. H. An Incremental Updating Algorithm of Attribute Reduction Set in Decision Tables. - In: Proc. of 6th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD’09, Vol. 2, 2009, pp. 421-425.
  8. 8. Hu, F., G.Y. Wang, H. Huan g, Y. Wu. Incremental Attribute Reduction Based on Elementary Sets. - In: Proc. of 10th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, Regina, Canada, 2005, pp. 185-193.10.1007/11548669_20
  9. 9. Lian g, J., R. Li, Y. Qian. Distance: A More Comprehensible Perspective for Measures in Rough Set Theory. - Knowledge-Based Systems, Vol. 27, 2012, pp. 126-136.10.1016/j.knosys.2011.11.003
  10. 10. Lian g, J. Y., K. S. Chin, C. Y. Dang, R. C. M. Yam. New Method for Measuring Uncertainty and Fuzziness in Rough Set Theory. - International Journal of General Systems, Vol. 31, 2002, pp. 331-342.10.1080/0308107021000013635
  11. 11. Lian g, J. Y., F. Wang , C. Y. Dang, Y. H. Qian. A Group Incremental Approach to Feature Selection Applying Rough Set Technique. - IEEE Transactions on Knowledge and Data Engineering, Vol. 26, 2014, No 2, pp. 294-308.10.1109/TKDE.2012.146
  12. 12. Long, G. N. Metric Based Attribute Reduction in Decision Tables. - In: Proc. of 2012 International Workshop on Rough Sets Applications (RSA’2012), Fed CSIS, IEEE, 2012, pp. 333-338.
  13. 13. Pawlak, Z. Rough Sets: Theoretical Aspects of Reasoning About Data. Kluwer Academic Publishers, 1991.10.1007/978-94-011-3534-4
  14. 14. Vu, D. T., N. L. Gian g. A Method to Construct Decision Table from Relation Scheme. - Cybernetics and Information Technologies, Vol. 11, 2011, No 3, pp. 32-41.
  15. 15. Vu, D. T., N. L. Gian g. A Method for Extracting Knowledge from Decision Tables in Terms of Functional Dependencies. - Cybernetics and Information Technologies, Vol. 13, 2013, No 1, pp. 73-82.10.2478/cait-2013-0007
  16. 16. Qian, W., W. Shu, B. Yang, C. Zhan g. An Incremental Algorithm to Feature Selection in Decision Systems with the Variation of Feature Set. - Chinese Journal of Electronics, Vol. 24, 2015, No 1.10.1049/cje.2015.01.021
  17. 17. Wang, F., J. Y. Lian g, Y. H. Qian. Attribute Reduction: A Dimension Incremental Strategy. - Knowledge-Based Systems, Vol. 39, 2013, pp. 95-108.10.1016/j.knosys.2012.10.010
  18. 18. Qian, Y. H., J. Y. Lian g, D. Y. Li, H. Y. Zhan g, C. Y. Dang. Measures for Evaluating the Decision Performance ofa Decision Table in Rough Set Theory. - Information Sciences, Vol. 178, 2008, pp.181-202.10.1016/j.ins.2007.08.010
  19. 19. Xu, Z. Y., Z. P. Liu, B. R. Yang, W. Song. A Quick Attribute Reduction Algorithm with Complexity of Max (O(|C||U|), O(|C|2|U/C|)). - Journal of Computer, Vol. 29, 2006, No 3, pp. 391-398.
  20. 20. Zhan g, C. S., J. J. Ruan, Y. H. Tan. An Improved Incremental Updating Algorithm for Core Based on Positive Region. - Journal of Computational Information Systems, Vol. 7, 2011, No 9, pp. 3127-3133.
DOI: https://doi.org/10.1515/cait-2016-0016 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 3 - 15
Published on: Jun 22, 2016
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2016 Demetrovics Janos, Nguyen Thi Lan Huong, Vu Duc Thi, Nguyen Long Giang, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.