International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Double Blind Reviewed

ISSN: 2319-7064




Downloads: 116

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015


Probabilistic Rough Classification in Information Systems with Fuzzy Decision Attributes

B. Venkata Ramana | L. Padma Sree | M. Srinivasa Rao | G. Ganesan [2]


Abstract: In 2004, G. Ganesan et. al introduced the concept of indexing any information system with fuzzy decision attributes using a threshold. These indices are based on the two way approach of Pawlak-s rough sets. However, the approach of Pawlak lacks in quantifying the importance of any basic granule which involve in the approximation. Later, Y. Y. Yao discussed a new Probabilistic Rough Set model which appropriately quantifies the appropriate basic granules. In this paper, we extended the work of G. Ganesan et. al. , for the Probabilistic Rough Set Model to improve the efficiency of rough indices in the information system with fuzzy decision attributes.


Keywords: information system, rough set, probabilistic rough set, rough index


Edition: Volume 4 Issue 6, June 2015,


Pages: 186 - 190


How to Cite this Article?

B. Venkata Ramana, L. Padma Sree, M. Srinivasa Rao, G. Ganesan, "Probabilistic Rough Classification in Information Systems with Fuzzy Decision Attributes", International Journal of Science and Research (IJSR), Volume 4 Issue 6, June 2015, pp. 186-190, https://www.ijsr.net/get_abstract.php?paper_id=SUB155152

How to Share this Article?

Enter Your Email Address




Similar Articles with Keyword 'information system'

Downloads: 85

Review Papers, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1251 - 1256

IT Auditing and its Standards

Dr D S Kushwaha [5] | Ankur Singh [4]

Share this Article

Downloads: 100

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1167 - 1170

Secured Location Based Bus Route Locator Application for Android Mobiles

Dayanand G Savakar [9] | Ravi Hosur [6]

Share this Article


Top