678
Views
0
CrossRef citations to date
0
Altmetric
Articles

Agriculture Crop Suitability Prediction Using Rough Set on Intuitionistic Fuzzy Approximation Space and Neural Network

&

References

  • Zadeh LA. Fuzzy sets. Inf Control. 1965;8:338–353.
  • Pawlak Z. Rough sets. Int J Comp Inform Sci. 1982;11:341–356.
  • Pawlak Z. Rough sets – theoretical aspects of reasoning about data. Dordrecht: Kluwer Academic Publishers; 1991.
  • De SK. Some aspects of fuzzy sets, rough sets and intuitionistic fuzzy sets [PhD Thesis]. Kharagpur: IIT, India; 1999.
  • Acharjya DP, Tripathy BK. Rough sets on fuzzy approximation spaces and applications to distributed knowledge systems. Int J Artif Intell Soft Comput Inderscience. 2008;1(1):1–14.
  • Acharjya DP, Tripathy BK. Rough sets on intuitionistic fuzzy approximation spaces and knowledge representation. Int J Artif Int Comput Res. 2009;1 (1):29–36.
  • Molodstov D. Soft set theory-first results. Comp Math Appl. 1999;37(4/5):19–31.
  • Peters J. Near sets-general theory about nearness of objects. Appl Math Sci. 2007;1:2609–2629.
  • Dubois D, Prade H. Rough fuzzy sets and fuzzy rough set. Int J Gen Syst. 1990;17(2/3):191–209.
  • Liu G. Rough set theory based on two universal sets and its applications. Knowl Base Syst. 2010;23:110–115.
  • Smarandache F. Neutrosophic set – a generalization of the intuitionistic fuzzy set. Int J Pure Appl Math. 2005;24:287–297.
  • Acharjya DP, Roy D, Rahaman AM. Prediction of missing associations using rough computing and Bayesian classification. Int J Intell Syst Appls. 2012;4 (11):1–13.
  • Das TK, Acharjya DP. A decision making model using soft set and rough set on fuzzy approximation spaces. Int J Intel Syst Technol Applic . 2014;13(3):170–186.
  • Anitha A, Acharjya DP. Neural network and rough set hybrid scheme prediction of missing associations. Int J Bioinform Res Appl. 2015;11(6):503–524.
  • Ahn BS, Cho SS, Kim CY. The integrated methodology of rough set theory and artificial neural network for business failure prediction. Expert Syst Appl. 2000;18(2):65–74.
  • Rao DVJ, Mitra P. A rough association rule based approach for class prediction with missing attribute values). Proceedings of the 2nd Indian international Conference on Artificial Intelligence; 2005. 20–22.
  • Atanasov KT. Intuitionistic fuzzy sets. Fuzzy Sets Syst. 1986;20:87–96.
  • Rumelhart DE, McClelland JL. Parallel distributed processing: exploration in microstructure of cognition. Cambridge: Foundations MIT Press; 1986.
  • Lippmann RP. An introduction to computing with neural nets. IEEE ASSP Mag. 1987;4(1): 4–22.
  • Acharjya DP. Knowledge extraction from information system using rough computing. In: M Usman, editor. Improving knowledge discovery through the integration of data mining techniques. IGI Global, Pennsylvania, USA, 2015, p. 161–182.
  • Hecht Nielsen R. Theory of the backpropagation neural network). Proceedings of the international Joint Conference on neural networks, 1 (1989), 593–605.
  • Tripathy BK, Acharjya DP. Knowledge mining using ordering rules and rough sets on fuzzy approximation Spaces. Int J Adv Sci Techn. 2010;1(3):41–50.