Application of Fuzzy-Rough Oscillation on the Field of Data Mining (Special Attention to the Crime Against Women at Tripura)
Year: 2015
Type: conference-paper
Abstract: The aim of this present paper is to show the application of fuzzy-rough oscillation concept on the field of data mining especially in the subject of crime against women at Tripura. The concept of fuzzy-rough oscillatory region was first introduced in the year of 20091. In this present investigation we have collected crime against women data from Tripura (North Eastern State of India). After that the set of attributes are reduced by the aid of network techniques such as fuzzy cognitive map (FCM). The collected qualitative data are then converted into quantitative data by fuzzy membership value lying between [0,1] using technique “Direct methods with multiple object”. Lastly we apply “Fuzzy-Rough Oscillatory Region Algorithm” on the said data.
Source: Procedia Computer Science
Authors: Susmita Roy, Sharmistha Bhattacharya
Institutions: National Institute of Technology Agartala, Tripura University
Language: English
Topic: Rough Sets and Fuzzy Logic
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W2002245123