Rough-Fuzzy Classification on a Decision Table using a Threshold- Algorithms and Implementations

Authors

  • B. Venkataramana  Department of Computer Science & Engineering, Holy Mary Institute of Technology, Bogaram, Kesara Mandal, Telengana, India
  • L. Padmasree  Department of Electronics & Communications Engineering, VNR Vignana Jyothi Institute of Engineering & Technology, Bachupalli ,Nizampet, Telengana,India
  • M. Srinivasa Rao  School of Information Technology, Jawaharlal Nehru Technological University Hyderabad, Kukatpally, Telangana,India
  • G. Ganesan  Department of Mathematics, Adikavi Nannaya University, Rajahmundry, Andhra Pradesh, India

Keywords:

Rough Sets, Decision table, Rough Indices, Knowledge Engineering

Abstract

Pawlak's tool of rough sets finds various applications in knowledge engineering. In this paper we developed three algorithms for computing rough computing based indices of similar objects in decision table with fuzzy decision attributes using a threshold on fuzziness and also we implemented these algorithms using C.

References

  1. B.Krishnaveni, V.Syamala, D.Latha, G.Ganesan; Characterization of Information Systems with Fuzzy and Intuitionistic Fuzzy Decision Attributes, 8th International Conference on Advanced Software Engineering & Its Applications, 2015, Korea, pp: 53-58, IEEE, 2015
  2. D.Latha, D.Rekha, K.Thangadurai, G.Ganesan; Probabilistic Rough Classification in Information Systems with Fuzzy Decision Attributes, International Journal on Recent and Innovation Trends in Computing and Communication, Vol:1 Issue: 6, pp: 547-552, 2013
  3. G.Ganesan, et.al.; Rough Index in Information System with Fuzziness in Decision Attributes, International journal of Fuzzy Mathematics, Vol: 17, No: 1, pp: 183-190, 2008
  4. Ganesan G, et.al., Feature Selection using Fuzzy Decision Attributes, Journal of INFORMATION, Vol 9, No3, pp:381-394, 2006
  5. Ganesan G et.al., Rough Set: Analysis of Fuzzy Sets using thresholds, Computational Mathematics, Narosa, India,. pp: 81-87, 2005
  6. Ganesan G, et.al., An overview of rough sets, proceedings of the National Conference on the emerging trends in Pure and Applied Mathematics, Palayamkottai, India, pp: 70-76, 2005 
  7. Zdzislaw Pawlak, Rough Sets-Theoretical Aspects and Reasoning about Data, Kluwer Academic Publications, 1991
  8. Zdzislaw Pawlak, Rough sets, International Journal of Computer and Information Sciences, 11, 341-356, 1982.

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

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Published

2018-06-30

Issue

Volume 3, Issue 5, May-June-2018

Section

Research Articles

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This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
B. Venkataramana, L. Padmasree, M. Srinivasa Rao, G. Ganesan, " Rough-Fuzzy Classification on a Decision Table using a Threshold- Algorithms and Implementations, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 5, pp.777-782, May-June-2018.