M. A. H. Farquad

Publication Activity (10 Years)

Years Active: 2009-2020
Publications (10 Years): 2

Top Topics

Unbalanced Data

Gravitational Search Algorithm

Top Venues

Decis. Support Syst.

Publications

P. Pranitha, M. A. H. Farquad, G. Narshimha
Optimal page ranking system for web page personalisation using kernel-based fuzzy C-means and gravitational search algorithm. Int. J. Bus. Intell. Data Min. 16 (1) (2020)
Katherapaka Sudhakar, M. A. H. Farquad, G. Narshimha
Effective convolution method for privacy preserving in cloud over big data using map reduce framework. IET Softw. 13 (3) (2019)
M. A. R. Khalid, Majid Alwaqdani, M. A. H. Farquad
Comparative Analysis of Support Vector Machine: Employing Various Optimization Algorithms. ICIT (2015)
M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
Churn prediction using comprehensible support vector machine: An analytical CRM application. Appl. Soft Comput. 19 (2014)
Amera Almas, M. A. H. Farquad, N. S. Ranganath Avala, Jabeen Sultana
Enhancing the performance of decision tree: A research study of dealing with unbalanced data. ICDIM (2012)
M. A. H. Farquad, Indranil Bose
Preprocessing unbalanced data using support vector machine. Decis. Support Syst. 53 (1) (2012)
M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
Support vector regression based hybrid rule extraction methods for forecasting. Expert Syst. Appl. 37 (8) (2010)
M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
Rule Extraction from Support Vector Machine Using Modified Active Learning Based Approach: An Application to CRM. KES (1) (2010)
M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards. RSFDGrC (2009)